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ADAL-Detector-PANCLEF
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2026-04-13 09:50:51,623  INFO  ════════════════════════════════════════════════════════════════════════
2026-04-13 09:50:51,623  INFO    RADAR × RAID — Multi-Generator + Multi-Evasion
2026-04-13 09:50:51,623  INFO    strategy=mixed  human=None  AI=None/gen
2026-04-13 09:50:51,623  INFO    Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling']
2026-04-13 09:50:51,623  INFO    NLTK available: True
2026-04-13 09:50:51,623  INFO    Fixes: ls=0.15  det_every=2  clip=[0.01,0.99]  warmstart=0  kl=0.001
2026-04-13 09:50:51,623  INFO    device=cuda
2026-04-13 09:50:51,623  INFO  ════════════════════════════════════════════════════════════════════════
2026-04-13 09:50:51,623  INFO  Loading custom JSONL dataset ...
2026-04-13 09:50:51,623  INFO    Train: /home/shushanta/target_mining_deberta/adal/train.jsonl
2026-04-13 09:50:51,624  INFO    Val  : /home/shushanta/target_mining_deberta/adal/val.jsonl
2026-04-13 09:50:51,624  INFO    Caps : human=None  AI=None/gen
2026-04-13 09:50:51,624  INFO    Loading /home/shushanta/target_mining_deberta/adal/train.jsonl ...
2026-04-13 09:55:40,685  INFO  ════════════════════════════════════════════════════════════════════════
2026-04-13 09:55:40,685  INFO    RADAR × RAID — Multi-Generator + Multi-Evasion
2026-04-13 09:55:40,685  INFO    strategy=mixed  human=None  AI=None/gen
2026-04-13 09:55:40,685  INFO    Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling']
2026-04-13 09:55:40,685  INFO    NLTK available: True
2026-04-13 09:55:40,685  INFO    Fixes: ls=0.15  det_every=2  clip=[0.01,0.99]  warmstart=0  kl=0.001
2026-04-13 09:55:40,685  INFO    device=cuda
2026-04-13 09:55:40,685  INFO  ════════════════════════════════════════════════════════════════════════
2026-04-13 09:55:40,685  INFO  Loading custom JSONL dataset ...
2026-04-13 09:55:40,685  INFO    Train: /home/shushanta/target_mining_deberta/adal/train.jsonl
2026-04-13 09:55:40,685  INFO    Val  : /home/shushanta/target_mining_deberta/adal/val.jsonl
2026-04-13 09:55:40,685  INFO    Caps : human=None  AI=None/gen
2026-04-13 09:55:40,685  INFO    Loading /home/shushanta/target_mining_deberta/adal/train.jsonl ...
2026-04-13 09:56:40,467  INFO  ════════════════════════════════════════════════════════════════════════
2026-04-13 09:56:40,468  INFO    RADAR × RAID — Multi-Generator + Multi-Evasion
2026-04-13 09:56:40,468  INFO    strategy=mixed  human=None  AI=None/gen
2026-04-13 09:56:40,468  INFO    Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling']
2026-04-13 09:56:40,468  INFO    NLTK available: True
2026-04-13 09:56:40,468  INFO    Fixes: ls=0.15  det_every=2  clip=[0.01,0.99]  warmstart=0  kl=0.001
2026-04-13 09:56:40,468  INFO    device=cuda
2026-04-13 09:56:40,468  INFO  ════════════════════════════════════════════════════════════════════════
2026-04-13 09:56:40,468  INFO  Loading custom JSONL dataset ...
2026-04-13 09:56:40,468  INFO    Train: /home/shushanta/ADAL_AI_Detector/train.jsonl
2026-04-13 09:56:40,468  INFO    Val  : /home/shushanta/ADAL_AI_Detector/val.jsonl
2026-04-13 09:56:40,468  INFO    Caps : human=None  AI=None/gen
2026-04-13 09:56:40,468  INFO    Loading /home/shushanta/ADAL_AI_Detector/train.jsonl ...
2026-04-13 09:56:41,462  INFO      Human texts : 9,101
2026-04-13 09:56:41,462  INFO      AI generators (22): ['deepseek-r1-distill-qwen-32b', 'falcon3-10b-instruct', 'gemini-1.5-pro', 'gemini-2.0-flash', 'gemini-pro', 'gemini-pro-paraphrase', 'gpt-3.5-turbo', 'gpt-4-turbo', 'gpt-4-turbo-paraphrase', 'gpt-4.5-preview', 'gpt-4o', 'gpt-4o-mini', 'llama-2-70b-chat', 'llama-2-7b-chat', 'llama-3.1-8b-instruct', 'llama-3.3-70b-instruct', 'ministral-8b-instruct-2410', 'mistral-7b-instruct-v0.2', 'mixtral-8x7b-instruct-v0.1', 'o3-mini', 'qwen1.5-72b-chat-8bit', 'text-bison-002']
2026-04-13 09:56:41,462  INFO        deepseek-r1-distill-qwen-32b        -> 901 texts
2026-04-13 09:56:41,462  INFO        falcon3-10b-instruct                -> 879 texts
2026-04-13 09:56:41,462  INFO        gemini-1.5-pro                      -> 1,072 texts
2026-04-13 09:56:41,462  INFO        gemini-2.0-flash                    -> 1,079 texts
2026-04-13 09:56:41,462  INFO        gemini-pro                          -> 276 texts
2026-04-13 09:56:41,463  INFO        gemini-pro-paraphrase               -> 265 texts
2026-04-13 09:56:41,463  INFO        gpt-3.5-turbo                       -> 1,374 texts
2026-04-13 09:56:41,463  INFO        gpt-4-turbo                         -> 272 texts
2026-04-13 09:56:41,463  INFO        gpt-4-turbo-paraphrase              -> 276 texts
2026-04-13 09:56:41,463  INFO        gpt-4.5-preview                     -> 278 texts
2026-04-13 09:56:41,463  INFO        gpt-4o                              -> 1,336 texts
2026-04-13 09:56:41,463  INFO        gpt-4o-mini                         -> 1,358 texts
2026-04-13 09:56:41,463  INFO        llama-2-70b-chat                    -> 269 texts
2026-04-13 09:56:41,463  INFO        llama-2-7b-chat                     -> 262 texts
2026-04-13 09:56:41,463  INFO        llama-3.1-8b-instruct               -> 1,063 texts
2026-04-13 09:56:41,463  INFO        llama-3.3-70b-instruct              -> 405 texts
2026-04-13 09:56:41,463  INFO        ministral-8b-instruct-2410          -> 1,100 texts
2026-04-13 09:56:41,463  INFO        mistral-7b-instruct-v0.2            -> 266 texts
2026-04-13 09:56:41,463  INFO        mixtral-8x7b-instruct-v0.1          -> 264 texts
2026-04-13 09:56:41,463  INFO        o3-mini                             -> 1,075 texts
2026-04-13 09:56:41,463  INFO        qwen1.5-72b-chat-8bit               -> 271 texts
2026-04-13 09:56:41,463  INFO        text-bison-002                      -> 265 texts
2026-04-13 09:56:41,463  INFO      Total AI    : 14,606
2026-04-13 09:56:41,463  INFO    Loading /home/shushanta/ADAL_AI_Detector/val.jsonl ...
2026-04-13 09:56:41,603  INFO      Human texts : 1,277
2026-04-13 09:56:41,603  INFO      AI generators (22): ['deepseek-r1-distill-qwen-32b', 'falcon3-10b-instruct', 'gemini-1.5-pro', 'gemini-2.0-flash', 'gemini-pro', 'gemini-pro-paraphrase', 'gpt-3.5-turbo', 'gpt-4-turbo', 'gpt-4-turbo-paraphrase', 'gpt-4.5-preview', 'gpt-4o', 'gpt-4o-mini', 'llama-2-70b-chat', 'llama-2-7b-chat', 'llama-3.1-8b-instruct', 'llama-3.3-70b-instruct', 'ministral-8b-instruct-2410', 'mistral-7b-instruct-v0.2', 'mixtral-8x7b-instruct-v0.1', 'o3-mini', 'qwen1.5-72b-chat-8bit', 'text-bison-002']
2026-04-13 09:56:41,603  INFO        deepseek-r1-distill-qwen-32b        -> 106 texts
2026-04-13 09:56:41,603  INFO        falcon3-10b-instruct                -> 113 texts
2026-04-13 09:56:41,603  INFO        gemini-1.5-pro                      -> 145 texts
2026-04-13 09:56:41,603  INFO        gemini-2.0-flash                    -> 139 texts
2026-04-13 09:56:41,603  INFO        gemini-pro                          -> 59 texts
2026-04-13 09:56:41,603  INFO        gemini-pro-paraphrase               -> 70 texts
2026-04-13 09:56:41,603  INFO        gpt-3.5-turbo                       -> 200 texts
2026-04-13 09:56:41,603  INFO        gpt-4-turbo                         -> 63 texts
2026-04-13 09:56:41,603  INFO        gpt-4-turbo-paraphrase              -> 59 texts
2026-04-13 09:56:41,603  INFO        gpt-4.5-preview                     -> 45 texts
2026-04-13 09:56:41,603  INFO        gpt-4o                              -> 209 texts
2026-04-13 09:56:41,603  INFO        gpt-4o-mini                         -> 214 texts
2026-04-13 09:56:41,603  INFO        llama-2-70b-chat                    -> 65 texts
2026-04-13 09:56:41,603  INFO        llama-2-7b-chat                     -> 72 texts
2026-04-13 09:56:41,603  INFO        llama-3.1-8b-instruct               -> 158 texts
2026-04-13 09:56:41,603  INFO        llama-3.3-70b-instruct              -> 54 texts
2026-04-13 09:56:41,603  INFO        ministral-8b-instruct-2410          -> 139 texts
2026-04-13 09:56:41,603  INFO        mistral-7b-instruct-v0.2            -> 68 texts
2026-04-13 09:56:41,603  INFO        mixtral-8x7b-instruct-v0.1          -> 70 texts
2026-04-13 09:56:41,603  INFO        o3-mini                             -> 132 texts
2026-04-13 09:56:41,603  INFO        qwen1.5-72b-chat-8bit               -> 63 texts
2026-04-13 09:56:41,603  INFO        text-bison-002                      -> 69 texts
2026-04-13 09:56:41,603  INFO      Total AI    : 2,312
2026-04-13 09:56:41,603  INFO    Train -> human=9,101  AI=14,606
2026-04-13 09:56:41,603  INFO    Val   -> human=1,277  AI=2,312
2026-04-13 09:56:41,603  INFO  GeneratorScheduler: strategy='mixed'  generators=['deepseek-r1-distill-qwen-32b', 'falcon3-10b-instruct', 'gemini-1.5-pro', 'gemini-2.0-flash', 'gemini-pro', 'gemini-pro-paraphrase', 'gpt-3.5-turbo', 'gpt-4-turbo', 'gpt-4-turbo-paraphrase', 'gpt-4.5-preview', 'gpt-4o', 'gpt-4o-mini', 'llama-2-70b-chat', 'llama-2-7b-chat', 'llama-3.1-8b-instruct', 'llama-3.3-70b-instruct', 'ministral-8b-instruct-2410', 'mistral-7b-instruct-v0.2', 'mixtral-8x7b-instruct-v0.1', 'o3-mini', 'qwen1.5-72b-chat-8bit', 'text-bison-002']
2026-04-13 09:56:41,603  INFO  Loading paraphraser 'ramsrigouthamg/t5_paraphraser' …
2026-04-13 09:56:42,082  INFO  HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect"
2026-04-13 09:56:42,277  INFO  HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/tokenizer_config.json "HTTP/1.1 200 OK"
2026-04-13 09:56:42,452  INFO  HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found"
2026-04-13 09:56:42,614  INFO  HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK"
2026-04-13 09:56:42,866  INFO  HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
2026-04-13 09:56:43,032  INFO  HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK"
2026-04-13 09:56:43,197  INFO  HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found"
2026-04-13 09:56:43,386  INFO  HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found"
2026-04-13 09:56:43,551  INFO  HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found"
2026-04-13 09:56:43,729  INFO  HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found"
2026-04-13 09:56:43,928  INFO  HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser "HTTP/1.1 200 OK"
2026-04-13 09:56:44,615  INFO  HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/main "HTTP/1.1 200 OK"
2026-04-13 09:56:44,911  INFO  HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/discussions?p=0 "HTTP/1.1 200 OK"
2026-04-13 09:56:45,421  INFO  HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/refs%2Fpr%2F1 "HTTP/1.1 200 OK"
2026-04-13 09:56:45,595  INFO  HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors.index.json "HTTP/1.1 404 Not Found"
2026-04-13 09:56:45,798  INFO  HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors "HTTP/1.1 302 Found"
2026-04-13 09:56:46,078  INFO  HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/generation_config.json "HTTP/1.1 404 Not Found"
2026-04-13 09:56:46,257  INFO  HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"
2026-04-13 09:56:46,350  INFO  HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK"
2026-04-13 09:56:46,681  INFO  Loading detector 'roberta-large' …
2026-04-13 09:56:46,856  INFO  HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK"
2026-04-13 09:56:47,044  INFO  HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect"
2026-04-13 09:56:47,260  INFO  HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found"
2026-04-13 09:56:47,472  INFO  HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect"
2026-04-13 09:56:47,675  INFO  HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK"
2026-04-13 09:56:48,071  INFO  HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK"
2026-04-13 09:56:48,288  INFO  HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found"
2026-04-13 09:56:51,621  INFO  Starting adversarial training loop …

2026-04-13 09:57:10,442  INFO  [Step    1/200]  det=skip  para=0.8223  raw_rwd=0.3132±0.0245  rwd=0.3132
2026-04-13 09:57:10,442  INFO    per-gen rewards: deepseek=0.318  falcon3-=0.295  gemini-1=0.315  gemini-2=0.301  gemini-p=0.316  gemini-p=0.363  gpt-3.5-=0.313  gpt-4-tu=0.291  gpt-4-tu=0.289  gpt-4.5-=0.370  gpt-4o=0.315  gpt-4o-m=0.325  llama-2-=0.313  llama-2-=0.368  llama-3.=0.303  llama-3.=0.313  ministra=0.304  mistral-=0.316  mixtral-=0.301  o3-mini=0.314  qwen1.5-=0.319  text-bis=0.319
2026-04-13 10:01:51,397  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 10:01:51,397  INFO    │  MACRO_AVG                   0.3406 ◄
2026-04-13 10:01:51,397  INFO    │  deepseek-r1-distill-qwen-32b  0.2805
2026-04-13 10:01:51,397  INFO    │  falcon3-10b-instruct        0.3570
2026-04-13 10:01:51,397  INFO    │  gemini-1.5-pro              0.3709
2026-04-13 10:01:51,397  INFO    │  gemini-2.0-flash            0.2720
2026-04-13 10:01:51,397  INFO    │  gemini-pro                  0.3453
2026-04-13 10:01:51,397  INFO    │  gemini-pro-paraphrase       0.2916
2026-04-13 10:01:51,397  INFO    │  gpt-3.5-turbo               0.3571
2026-04-13 10:01:51,397  INFO    │  gpt-4-turbo                 0.2368
2026-04-13 10:01:51,397  INFO    │  gpt-4-turbo-paraphrase      0.2468
2026-04-13 10:01:51,397  INFO    │  gpt-4.5-preview             0.5575
2026-04-13 10:01:51,397  INFO    │  gpt-4o                      0.3554
2026-04-13 10:01:51,397  INFO    │  gpt-4o-mini                 0.3077
2026-04-13 10:01:51,397  INFO    │  llama-2-70b-chat            0.4459
2026-04-13 10:01:51,397  INFO    │  llama-2-7b-chat             0.3627
2026-04-13 10:01:51,397  INFO    │  llama-3.1-8b-instruct       0.3680
2026-04-13 10:01:51,397  INFO    │  llama-3.3-70b-instruct      0.3066
2026-04-13 10:01:51,397  INFO    │  ministral-8b-instruct-2410  0.3903
2026-04-13 10:01:51,397  INFO    │  mistral-7b-instruct-v0.2    0.4420
2026-04-13 10:01:51,397  INFO    │  mixtral-8x7b-instruct-v0.1  0.3680
2026-04-13 10:01:51,397  INFO    │  o3-mini                     0.2241
2026-04-13 10:01:51,397  INFO    │  qwen1.5-72b-chat-8bit       0.2817
2026-04-13 10:01:51,397  INFO    │  text-bison-002              0.3249
2026-04-13 10:01:51,397  INFO    │  (prev best)                  0.0000
2026-04-13 10:01:51,397  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 10:01:51,398  INFO    │  article_deletion            0.4621  ▲
2026-04-13 10:01:51,398  INFO    │  homoglyphs                  0.1819  ▼
2026-04-13 10:01:51,398  INFO    │  misspelling                 0.4607  ▲
2026-04-13 10:01:51,398  INFO    │  no_attack                   0.3165  ~
2026-04-13 10:01:51,398  INFO    │  synonym_replacement         0.2741  ~
2026-04-13 10:01:51,398  INFO    │  t5_paraphrase               0.0000  ▼
2026-04-13 10:01:51,398  INFO    └─────────────────────────────────────────────┘
2026-04-13 10:01:53,735  INFO  Detector saved → ./adal_panclef/best_detector
2026-04-13 10:01:54,769  INFO  Paraphraser saved → ./adal_panclef/best_paraphraser
2026-04-13 10:01:54,769  INFO    ✓ New best macro AUROC = 0.3406  — saved.

2026-04-13 10:01:54,769  INFO  
── Pushing to HuggingFace Hub (trigger=best) ──
2026-04-13 10:01:55,327  INFO  HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
2026-04-13 10:01:55,492  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF "HTTP/1.1 404 Not Found"
2026-04-13 10:02:00,845  INFO  HTTP Request: POST https://huggingface.co/api/repos/create "HTTP/1.1 200 OK"
2026-04-13 10:02:00,846  INFO    Created repo: Shushant/ADAL-Detector-PANCLEF
2026-04-13 10:02:01,519  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser "HTTP/1.1 404 Not Found"
2026-04-13 10:02:07,859  INFO  HTTP Request: POST https://huggingface.co/api/repos/create "HTTP/1.1 200 OK"
2026-04-13 10:02:07,860  INFO    Created repo: Shushant/ADAL_PAN-t5-paraphraser
2026-04-13 10:02:07,860  INFO    Uploading detector → Shushant/ADAL-Detector-PANCLEF …
2026-04-13 10:02:08,019  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:02:09,160  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:02:09,362  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:02:09,668  INFO  HTTP Request: POST https://huggingface.co/Shushant/ADAL-Detector-PANCLEF.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
2026-04-13 10:02:09,882  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/xet-write-token/main "HTTP/1.1 200 OK"
2026-04-13 10:02:22,697  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:02:22,884  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:02:23,976  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:02:24,191  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:02:25,025  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:02:25,219  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:02:26,299  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:02:26,300  INFO    ✓ Detector pushed → https://huggingface.co/Shushant/ADAL-Detector-PANCLEF
2026-04-13 10:02:26,300  INFO    Uploading paraphraser → Shushant/ADAL_PAN-t5-paraphraser …
2026-04-13 10:02:26,469  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:02:27,144  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:02:27,354  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:02:27,551  INFO  HTTP Request: POST https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
2026-04-13 10:02:27,773  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/xet-write-token/main "HTTP/1.1 200 OK"
2026-04-13 10:02:44,603  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:02:44,604  INFO    ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser
2026-04-13 10:02:44,604  INFO  ── Hub push complete ──

2026-04-13 10:03:25,977  INFO  [Step    2/200]  det=4.1193  para=-0.0083  raw_rwd=0.3652±0.0120  rwd=0.3652
2026-04-13 10:03:25,977  INFO    loss components: L_human=1.034  L_xm_original=0.519  L_t5_para=0.500  L_synonym_replacement=0.511  L_homoglyphs=0.524  L_article_deletion=0.522  L_misspelling=0.515  total=4.126
2026-04-13 10:03:25,977  INFO    per-gen rewards: deepseek=0.370  falcon3-=0.359  gemini-1=0.369  gemini-2=0.371  gemini-p=0.370  gemini-p=0.370  gpt-3.5-=0.369  gpt-4-tu=0.369  gpt-4-tu=0.370  gpt-4.5-=0.371  gpt-4o=0.364  gpt-4o-m=0.370  llama-2-=0.371  llama-2-=0.368  llama-3.=0.356  llama-3.=0.354  ministra=0.359  mistral-=0.371  mixtral-=0.337  o3-mini=0.365  qwen1.5-=0.371  text-bis=0.370
2026-04-13 10:03:40,556  INFO  [Step    3/200]  det=skip  para=-0.0203  raw_rwd=0.3662±0.0103  rwd=0.3662
2026-04-13 10:03:40,556  INFO    per-gen rewards: deepseek=0.362  falcon3-=0.363  gemini-1=0.370  gemini-2=0.371  gemini-p=0.372  gemini-p=0.370  gpt-3.5-=0.370  gpt-4-tu=0.339  gpt-4-tu=0.371  gpt-4.5-=0.322  gpt-4o=0.365  gpt-4o-m=0.365  llama-2-=0.371  llama-2-=0.368  llama-3.=0.369  llama-3.=0.369  ministra=0.370  mistral-=0.368  mixtral-=0.366  o3-mini=0.363  qwen1.5-=0.370  text-bis=0.370
2026-04-13 10:04:20,359  INFO  [Step    4/200]  det=4.1805  para=-0.0030  raw_rwd=0.3650±0.0114  rwd=0.3650
2026-04-13 10:04:20,359  INFO    loss components: L_human=0.876  L_xm_original=0.566  L_t5_para=0.595  L_synonym_replacement=0.563  L_homoglyphs=0.538  L_article_deletion=0.568  L_misspelling=0.535  total=4.241
2026-04-13 10:04:20,359  INFO    per-gen rewards: deepseek=0.370  falcon3-=0.362  gemini-1=0.371  gemini-2=0.370  gemini-p=0.339  gemini-p=0.369  gpt-3.5-=0.370  gpt-4-tu=0.370  gpt-4-tu=0.369  gpt-4.5-=0.369  gpt-4o=0.371  gpt-4o-m=0.365  llama-2-=0.368  llama-2-=0.343  llama-3.=0.370  llama-3.=0.371  ministra=0.365  mistral-=0.339  mixtral-=0.369  o3-mini=0.345  qwen1.5-=0.366  text-bis=0.347
2026-04-13 10:04:34,901  INFO  [Step    5/200]  det=skip  para=-0.0180  raw_rwd=0.3706±0.0049  rwd=0.3706
2026-04-13 10:04:34,901  INFO    per-gen rewards: deepseek=0.367  falcon3-=0.374  gemini-1=0.372  gemini-2=0.372  gemini-p=0.375  gemini-p=0.373  gpt-3.5-=0.373  gpt-4-tu=0.371  gpt-4-tu=0.375  gpt-4.5-=0.372  gpt-4o=0.367  gpt-4o-m=0.368  llama-2-=0.370  llama-2-=0.373  llama-3.=0.371  llama-3.=0.364  ministra=0.371  mistral-=0.370  mixtral-=0.369  o3-mini=0.371  qwen1.5-=0.373  text-bis=0.373
2026-04-13 10:09:17,785  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 10:09:17,785  INFO    │  MACRO_AVG                   0.5000 ◄
2026-04-13 10:09:17,785  INFO    │  deepseek-r1-distill-qwen-32b  0.6489
2026-04-13 10:09:17,785  INFO    │  falcon3-10b-instruct        0.6615
2026-04-13 10:09:17,785  INFO    │  gemini-1.5-pro              0.5179
2026-04-13 10:09:17,785  INFO    │  gemini-2.0-flash            0.5804
2026-04-13 10:09:17,785  INFO    │  gemini-pro                  0.2950
2026-04-13 10:09:17,785  INFO    │  gemini-pro-paraphrase       0.2680
2026-04-13 10:09:17,786  INFO    │  gpt-3.5-turbo               0.4799
2026-04-13 10:09:17,786  INFO    │  gpt-4-turbo                 0.4235
2026-04-13 10:09:17,786  INFO    │  gpt-4-turbo-paraphrase      0.2729
2026-04-13 10:09:17,786  INFO    │  gpt-4.5-preview             0.7521
2026-04-13 10:09:17,786  INFO    │  gpt-4o                      0.6077
2026-04-13 10:09:17,786  INFO    │  gpt-4o-mini                 0.6023
2026-04-13 10:09:17,786  INFO    │  llama-2-70b-chat            0.4436
2026-04-13 10:09:17,786  INFO    │  llama-2-7b-chat             0.2951
2026-04-13 10:09:17,786  INFO    │  llama-3.1-8b-instruct       0.6269
2026-04-13 10:09:17,786  INFO    │  llama-3.3-70b-instruct      0.7082
2026-04-13 10:09:17,786  INFO    │  ministral-8b-instruct-2410  0.6718
2026-04-13 10:09:17,786  INFO    │  mistral-7b-instruct-v0.2    0.4498
2026-04-13 10:09:17,786  INFO    │  mixtral-8x7b-instruct-v0.1  0.4014
2026-04-13 10:09:17,786  INFO    │  o3-mini                     0.6222
2026-04-13 10:09:17,786  INFO    │  qwen1.5-72b-chat-8bit       0.3694
2026-04-13 10:09:17,786  INFO    │  text-bison-002              0.3020
2026-04-13 10:09:17,786  INFO    │  (prev best)                  0.3406
2026-04-13 10:09:17,786  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 10:09:17,786  INFO    │  article_deletion            0.7343  ▲
2026-04-13 10:09:17,786  INFO    │  homoglyphs                  0.8720  ▲
2026-04-13 10:09:17,786  INFO    │  misspelling                 0.8829  ▲
2026-04-13 10:09:17,786  INFO    │  no_attack                   0.5960  ~
2026-04-13 10:09:17,786  INFO    │  synonym_replacement         0.8540  ▲
2026-04-13 10:09:17,786  INFO    │  t5_paraphrase               0.8000  ▲
2026-04-13 10:09:17,786  INFO    └─────────────────────────────────────────────┘
2026-04-13 10:09:22,676  INFO  Detector saved → ./adal_panclef/best_detector
2026-04-13 10:09:24,820  INFO  Paraphraser saved → ./adal_panclef/best_paraphraser
2026-04-13 10:09:24,820  INFO    ✓ New best macro AUROC = 0.5000  — saved.

2026-04-13 10:09:24,820  INFO  
── Pushing to HuggingFace Hub (trigger=best) ──
2026-04-13 10:09:25,239  INFO  HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
2026-04-13 10:09:25,445  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF "HTTP/1.1 200 OK"
2026-04-13 10:09:25,446  INFO    Repo exists: Shushant/ADAL-Detector-PANCLEF
2026-04-13 10:09:25,647  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser "HTTP/1.1 200 OK"
2026-04-13 10:09:25,648  INFO    Repo exists: Shushant/ADAL_PAN-t5-paraphraser
2026-04-13 10:09:25,649  INFO    Uploading detector → Shushant/ADAL-Detector-PANCLEF …
2026-04-13 10:09:25,832  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:09:27,000  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:09:27,241  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:09:27,456  INFO  HTTP Request: POST https://huggingface.co/Shushant/ADAL-Detector-PANCLEF.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
2026-04-13 10:10:34,627  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:10:34,760  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:10:35,635  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:10:35,775  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:10:36,652  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:10:36,817  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:10:37,446  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:10:37,447  INFO    ✓ Detector pushed → https://huggingface.co/Shushant/ADAL-Detector-PANCLEF
2026-04-13 10:10:37,447  INFO    Uploading paraphraser → Shushant/ADAL_PAN-t5-paraphraser …
2026-04-13 10:10:37,558  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:10:38,175  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:10:38,317  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:10:38,451  INFO  HTTP Request: POST https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
2026-04-13 10:10:54,451  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:10:54,452  INFO    ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser
2026-04-13 10:10:54,452  INFO  ── Hub push complete ──

2026-04-13 10:11:35,076  INFO  [Step    6/200]  det=4.2146  para=-0.0013  raw_rwd=0.3691±0.0063  rwd=0.3691
2026-04-13 10:11:35,076  INFO    loss components: L_human=0.822  L_xm_original=0.617  L_t5_para=0.559  L_synonym_replacement=0.550  L_homoglyphs=0.571  L_article_deletion=0.595  L_misspelling=0.593  total=4.307
2026-04-13 10:11:35,076  INFO    per-gen rewards: deepseek=0.368  falcon3-=0.370  gemini-1=0.369  gemini-2=0.369  gemini-p=0.372  gemini-p=0.370  gpt-3.5-=0.368  gpt-4-tu=0.371  gpt-4-tu=0.372  gpt-4.5-=0.373  gpt-4o=0.372  gpt-4o-m=0.372  llama-2-=0.368  llama-2-=0.370  llama-3.=0.363  llama-3.=0.368  ministra=0.368  mistral-=0.372  mixtral-=0.370  o3-mini=0.371  qwen1.5-=0.349  text-bis=0.370
2026-04-13 10:11:49,675  INFO  [Step    7/200]  det=skip  para=-0.0121  raw_rwd=0.3680±0.0029  rwd=0.3680
2026-04-13 10:11:49,675  INFO    per-gen rewards: deepseek=0.369  falcon3-=0.368  gemini-1=0.367  gemini-2=0.369  gemini-p=0.368  gemini-p=0.362  gpt-3.5-=0.369  gpt-4-tu=0.371  gpt-4-tu=0.370  gpt-4.5-=0.367  gpt-4o=0.368  gpt-4o-m=0.365  llama-2-=0.370  llama-2-=0.368  llama-3.=0.370  llama-3.=0.370  ministra=0.367  mistral-=0.368  mixtral-=0.365  o3-mini=0.368  qwen1.5-=0.368  text-bis=0.371
2026-04-13 10:12:30,038  INFO  [Step    8/200]  det=4.2973  para=-0.0002  raw_rwd=0.3678±0.0025  rwd=0.3678
2026-04-13 10:12:30,038  INFO    loss components: L_human=0.682  L_xm_original=0.703  L_t5_para=0.534  L_synonym_replacement=0.525  L_homoglyphs=0.570  L_article_deletion=0.617  L_misspelling=0.599  total=4.230
2026-04-13 10:12:30,038  INFO    per-gen rewards: deepseek=0.369  falcon3-=0.365  gemini-1=0.367  gemini-2=0.368  gemini-p=0.370  gemini-p=0.365  gpt-3.5-=0.368  gpt-4-tu=0.371  gpt-4-tu=0.368  gpt-4.5-=0.369  gpt-4o=0.369  gpt-4o-m=0.369  llama-2-=0.365  llama-2-=0.370  llama-3.=0.367  llama-3.=0.367  ministra=0.366  mistral-=0.367  mixtral-=0.370  o3-mini=0.368  qwen1.5-=0.366  text-bis=0.371
2026-04-13 10:12:44,582  INFO  [Step    9/200]  det=skip  para=-0.0186  raw_rwd=0.3566±0.0038  rwd=0.3566
2026-04-13 10:12:44,582  INFO    per-gen rewards: deepseek=0.356  falcon3-=0.356  gemini-1=0.354  gemini-2=0.358  gemini-p=0.359  gemini-p=0.348  gpt-3.5-=0.356  gpt-4-tu=0.357  gpt-4-tu=0.356  gpt-4.5-=0.357  gpt-4o=0.357  gpt-4o-m=0.358  llama-2-=0.358  llama-2-=0.356  llama-3.=0.356  llama-3.=0.359  ministra=0.358  mistral-=0.358  mixtral-=0.359  o3-mini=0.356  qwen1.5-=0.357  text-bis=0.357
2026-04-13 10:13:24,922  INFO  [Step   10/200]  det=4.0340  para=-0.0148  raw_rwd=0.3560±0.0047  rwd=0.3560
2026-04-13 10:13:24,922  INFO    loss components: L_human=0.586  L_xm_original=0.575  L_t5_para=0.505  L_synonym_replacement=0.522  L_homoglyphs=0.471  L_article_deletion=0.618  L_misspelling=0.490  total=3.767
2026-04-13 10:13:24,922  INFO    per-gen rewards: deepseek=0.358  falcon3-=0.357  gemini-1=0.359  gemini-2=0.353  gemini-p=0.355  gemini-p=0.360  gpt-3.5-=0.356  gpt-4-tu=0.358  gpt-4-tu=0.359  gpt-4.5-=0.358  gpt-4o=0.357  gpt-4o-m=0.356  llama-2-=0.349  llama-2-=0.345  llama-3.=0.357  llama-3.=0.354  ministra=0.354  mistral-=0.358  mixtral-=0.357  o3-mini=0.354  qwen1.5-=0.358  text-bis=0.357
2026-04-13 10:18:09,837  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 10:18:09,837  INFO    │  MACRO_AVG                   0.8495 ◄
2026-04-13 10:18:09,837  INFO    │  deepseek-r1-distill-qwen-32b  0.8016
2026-04-13 10:18:09,837  INFO    │  falcon3-10b-instruct        0.8637
2026-04-13 10:18:09,837  INFO    │  gemini-1.5-pro              0.7614
2026-04-13 10:18:09,838  INFO    │  gemini-2.0-flash            0.8156
2026-04-13 10:18:09,838  INFO    │  gemini-pro                  0.7949
2026-04-13 10:18:09,838  INFO    │  gemini-pro-paraphrase       0.8390
2026-04-13 10:18:09,838  INFO    │  gpt-3.5-turbo               0.9181
2026-04-13 10:18:09,838  INFO    │  gpt-4-turbo                 0.8849
2026-04-13 10:18:09,838  INFO    │  gpt-4-turbo-paraphrase      0.8713
2026-04-13 10:18:09,838  INFO    │  gpt-4.5-preview             0.8622
2026-04-13 10:18:09,838  INFO    │  gpt-4o                      0.9151
2026-04-13 10:18:09,838  INFO    │  gpt-4o-mini                 0.9161
2026-04-13 10:18:09,838  INFO    │  llama-2-70b-chat            0.8170
2026-04-13 10:18:09,838  INFO    │  llama-2-7b-chat             0.8096
2026-04-13 10:18:09,838  INFO    │  llama-3.1-8b-instruct       0.8324
2026-04-13 10:18:09,838  INFO    │  llama-3.3-70b-instruct      0.8892
2026-04-13 10:18:09,838  INFO    │  ministral-8b-instruct-2410  0.8536
2026-04-13 10:18:09,838  INFO    │  mistral-7b-instruct-v0.2    0.8488
2026-04-13 10:18:09,838  INFO    │  mixtral-8x7b-instruct-v0.1  0.8051
2026-04-13 10:18:09,838  INFO    │  o3-mini                     0.9089
2026-04-13 10:18:09,838  INFO    │  qwen1.5-72b-chat-8bit       0.8448
2026-04-13 10:18:09,838  INFO    │  text-bison-002              0.8355
2026-04-13 10:18:09,838  INFO    │  (prev best)                  0.5000
2026-04-13 10:18:09,838  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 10:18:09,838  INFO    │  article_deletion            0.9445  ▲
2026-04-13 10:18:09,838  INFO    │  homoglyphs                  1.0000  ▲
2026-04-13 10:18:09,838  INFO    │  misspelling                 0.9736  ▲
2026-04-13 10:18:09,838  INFO    │  no_attack                   0.8791  ~
2026-04-13 10:18:09,838  INFO    │  synonym_replacement         0.9994  ▲
2026-04-13 10:18:09,838  INFO    │  t5_paraphrase               0.9800  ▲
2026-04-13 10:18:09,838  INFO    └─────────────────────────────────────────────┘
2026-04-13 10:18:14,512  INFO  Detector saved → ./adal_panclef/best_detector
2026-04-13 10:18:16,630  INFO  Paraphraser saved → ./adal_panclef/best_paraphraser
2026-04-13 10:18:16,631  INFO    ✓ New best macro AUROC = 0.8495  — saved.

2026-04-13 10:18:16,631  INFO  
── Pushing to HuggingFace Hub (trigger=best) ──
2026-04-13 10:18:16,885  INFO  HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
2026-04-13 10:18:17,008  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF "HTTP/1.1 200 OK"
2026-04-13 10:18:17,010  INFO    Repo exists: Shushant/ADAL-Detector-PANCLEF
2026-04-13 10:18:17,131  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser "HTTP/1.1 200 OK"
2026-04-13 10:18:17,131  INFO    Repo exists: Shushant/ADAL_PAN-t5-paraphraser
2026-04-13 10:18:17,132  INFO    Uploading detector → Shushant/ADAL-Detector-PANCLEF …
2026-04-13 10:18:17,246  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:18:18,637  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:18:18,785  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:18:18,952  INFO  HTTP Request: POST https://huggingface.co/Shushant/ADAL-Detector-PANCLEF.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
2026-04-13 10:18:19,084  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/xet-write-token/main "HTTP/1.1 200 OK"
2026-04-13 10:19:16,802  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:19:16,985  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:19:17,698  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:19:17,850  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:19:18,740  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:19:18,881  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:19:19,644  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:19:19,644  INFO    ✓ Detector pushed → https://huggingface.co/Shushant/ADAL-Detector-PANCLEF
2026-04-13 10:19:19,644  INFO    Uploading paraphraser → Shushant/ADAL_PAN-t5-paraphraser …
2026-04-13 10:19:19,755  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:19:20,376  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:19:20,520  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:19:20,654  INFO  HTTP Request: POST https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
2026-04-13 10:19:20,765  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/xet-write-token/main "HTTP/1.1 200 OK"
2026-04-13 10:19:36,740  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:19:36,741  INFO    ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser
2026-04-13 10:19:36,741  INFO  ── Hub push complete ──

2026-04-13 10:19:51,780  INFO  [Step   11/200]  det=skip  para=-0.0066  raw_rwd=0.3342±0.0127  rwd=0.3342
2026-04-13 10:19:51,780  INFO    per-gen rewards: deepseek=0.331  falcon3-=0.319  gemini-1=0.340  gemini-2=0.339  gemini-p=0.338  gemini-p=0.337  gpt-3.5-=0.340  gpt-4-tu=0.298  gpt-4-tu=0.338  gpt-4.5-=0.338  gpt-4o=0.325  gpt-4o-m=0.340  llama-2-=0.338  llama-2-=0.341  llama-3.=0.339  llama-3.=0.339  ministra=0.329  mistral-=0.342  mixtral-=0.343  o3-mini=0.333  qwen1.5-=0.339  text-bis=0.336
2026-04-13 10:20:32,136  INFO  [Step   12/200]  det=3.7279  para=0.0000  raw_rwd=0.3312±0.0164  rwd=0.3312
2026-04-13 10:20:32,136  INFO    loss components: L_human=0.643  L_xm_original=0.545  L_t5_para=0.473  L_synonym_replacement=0.438  L_homoglyphs=0.428  L_article_deletion=0.459  L_misspelling=0.457  total=3.443
2026-04-13 10:20:32,136  INFO    per-gen rewards: deepseek=0.330  falcon3-=0.325  gemini-1=0.340  gemini-2=0.339  gemini-p=0.340  gemini-p=0.307  gpt-3.5-=0.334  gpt-4-tu=0.296  gpt-4-tu=0.298  gpt-4.5-=0.341  gpt-4o=0.331  gpt-4o-m=0.329  llama-2-=0.338  llama-2-=0.335  llama-3.=0.332  llama-3.=0.319  ministra=0.331  mistral-=0.337  mixtral-=0.340  o3-mini=0.330  qwen1.5-=0.336  text-bis=0.341
2026-04-13 10:20:46,603  INFO  [Step   13/200]  det=skip  para=-0.0293  raw_rwd=0.3091±0.0274  rwd=0.3091
2026-04-13 10:20:46,604  INFO    per-gen rewards: deepseek=0.283  falcon3-=0.301  gemini-1=0.306  gemini-2=0.319  gemini-p=0.322  gemini-p=0.261  gpt-3.5-=0.319  gpt-4-tu=0.318  gpt-4-tu=0.319  gpt-4.5-=0.323  gpt-4o=0.320  gpt-4o-m=0.320  llama-2-=0.312  llama-2-=0.320  llama-3.=0.288  llama-3.=0.316  ministra=0.305  mistral-=0.318  mixtral-=0.318  o3-mini=0.316  qwen1.5-=0.251  text-bis=0.324
2026-04-13 10:21:26,810  INFO  [Step   14/200]  det=3.4187  para=-0.0442  raw_rwd=0.3110±0.0264  rwd=0.3110
2026-04-13 10:21:26,810  INFO    loss components: L_human=0.466  L_xm_original=0.536  L_t5_para=0.483  L_synonym_replacement=0.449  L_homoglyphs=0.438  L_article_deletion=0.471  L_misspelling=0.451  total=3.294
2026-04-13 10:21:26,810  INFO    per-gen rewards: deepseek=0.321  falcon3-=0.308  gemini-1=0.318  gemini-2=0.318  gemini-p=0.321  gemini-p=0.317  gpt-3.5-=0.281  gpt-4-tu=0.256  gpt-4-tu=0.319  gpt-4.5-=0.321  gpt-4o=0.317  gpt-4o-m=0.306  llama-2-=0.319  llama-2-=0.318  llama-3.=0.317  llama-3.=0.320  ministra=0.305  mistral-=0.319  mixtral-=0.318  o3-mini=0.318  qwen1.5-=0.315  text-bis=0.318
2026-04-13 10:21:41,526  INFO  [Step   15/200]  det=skip  para=-0.0307  raw_rwd=0.2835±0.0418  rwd=0.2835
2026-04-13 10:21:41,526  INFO    per-gen rewards: deepseek=0.300  falcon3-=0.271  gemini-1=0.258  gemini-2=0.262  gemini-p=0.304  gemini-p=0.294  gpt-3.5-=0.283  gpt-4-tu=0.308  gpt-4-tu=0.299  gpt-4.5-=0.289  gpt-4o=0.288  gpt-4o-m=0.280  llama-2-=0.304  llama-2-=0.291  llama-3.=0.301  llama-3.=0.296  ministra=0.261  mistral-=0.280  mixtral-=0.294  o3-mini=0.298  qwen1.5-=0.294  text-bis=0.305
2026-04-13 10:26:24,018  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 10:26:24,018  INFO    │  MACRO_AVG                   0.9307 ◄
2026-04-13 10:26:24,018  INFO    │  deepseek-r1-distill-qwen-32b  0.9608
2026-04-13 10:26:24,018  INFO    │  falcon3-10b-instruct        0.9834
2026-04-13 10:26:24,018  INFO    │  gemini-1.5-pro              0.8948
2026-04-13 10:26:24,018  INFO    │  gemini-2.0-flash            0.9442
2026-04-13 10:26:24,019  INFO    │  gemini-pro                  0.8394
2026-04-13 10:26:24,019  INFO    │  gemini-pro-paraphrase       0.8759
2026-04-13 10:26:24,019  INFO    │  gpt-3.5-turbo               0.9910
2026-04-13 10:26:24,019  INFO    │  gpt-4-turbo                 0.9544
2026-04-13 10:26:24,019  INFO    │  gpt-4-turbo-paraphrase      0.9308
2026-04-13 10:26:24,019  INFO    │  gpt-4.5-preview             0.9348
2026-04-13 10:26:24,019  INFO    │  gpt-4o                      0.9893
2026-04-13 10:26:24,019  INFO    │  gpt-4o-mini                 0.9899
2026-04-13 10:26:24,019  INFO    │  llama-2-70b-chat            0.8703
2026-04-13 10:26:24,019  INFO    │  llama-2-7b-chat             0.8655
2026-04-13 10:26:24,019  INFO    │  llama-3.1-8b-instruct       0.9294
2026-04-13 10:26:24,019  INFO    │  llama-3.3-70b-instruct      0.9798
2026-04-13 10:26:24,019  INFO    │  ministral-8b-instruct-2410  0.9783
2026-04-13 10:26:24,019  INFO    │  mistral-7b-instruct-v0.2    0.8875
2026-04-13 10:26:24,019  INFO    │  mixtral-8x7b-instruct-v0.1  0.8637
2026-04-13 10:26:24,019  INFO    │  o3-mini                     0.9883
2026-04-13 10:26:24,019  INFO    │  qwen1.5-72b-chat-8bit       0.9191
2026-04-13 10:26:24,019  INFO    │  text-bison-002              0.9046
2026-04-13 10:26:24,019  INFO    │  (prev best)                  0.8495
2026-04-13 10:26:24,019  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 10:26:24,019  INFO    │  article_deletion            0.9925  ~
2026-04-13 10:26:24,019  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 10:26:24,019  INFO    │  misspelling                 0.9957  ~
2026-04-13 10:26:24,019  INFO    │  no_attack                   0.9731  ~
2026-04-13 10:26:24,019  INFO    │  synonym_replacement         0.9981  ~
2026-04-13 10:26:24,019  INFO    │  t5_paraphrase               0.9800  ~
2026-04-13 10:26:24,019  INFO    └─────────────────────────────────────────────┘
2026-04-13 10:26:28,637  INFO  Detector saved → ./adal_panclef/best_detector
2026-04-13 10:26:30,752  INFO  Paraphraser saved → ./adal_panclef/best_paraphraser
2026-04-13 10:26:30,752  INFO    ✓ New best macro AUROC = 0.9307  — saved.

2026-04-13 10:26:30,752  INFO  
── Pushing to HuggingFace Hub (trigger=best) ──
2026-04-13 10:26:31,169  INFO  HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
2026-04-13 10:26:31,395  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF "HTTP/1.1 200 OK"
2026-04-13 10:26:31,396  INFO    Repo exists: Shushant/ADAL-Detector-PANCLEF
2026-04-13 10:26:31,628  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser "HTTP/1.1 200 OK"
2026-04-13 10:26:31,629  INFO    Repo exists: Shushant/ADAL_PAN-t5-paraphraser
2026-04-13 10:26:31,630  INFO    Uploading detector → Shushant/ADAL-Detector-PANCLEF …
2026-04-13 10:26:31,844  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:26:32,996  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:26:33,175  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:26:33,325  INFO  HTTP Request: POST https://huggingface.co/Shushant/ADAL-Detector-PANCLEF.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
2026-04-13 10:27:34,669  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:27:34,804  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:27:35,596  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:27:35,730  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:27:36,385  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:27:36,539  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:27:37,532  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:27:37,533  INFO    ✓ Detector pushed → https://huggingface.co/Shushant/ADAL-Detector-PANCLEF
2026-04-13 10:27:37,533  INFO    Uploading paraphraser → Shushant/ADAL_PAN-t5-paraphraser …
2026-04-13 10:27:37,647  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:27:38,271  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:27:38,433  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:27:38,563  INFO  HTTP Request: POST https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
2026-04-13 10:27:52,893  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:27:52,894  INFO    ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser
2026-04-13 10:27:52,894  INFO  ── Hub push complete ──

2026-04-13 10:28:33,569  INFO  [Step   16/200]  det=3.3040  para=-0.0040  raw_rwd=0.2819±0.0352  rwd=0.2819
2026-04-13 10:28:33,569  INFO    loss components: L_human=0.437  L_xm_original=0.484  L_t5_para=0.453  L_synonym_replacement=0.436  L_homoglyphs=0.433  L_article_deletion=0.436  L_misspelling=0.436  total=3.115
2026-04-13 10:28:33,569  INFO    per-gen rewards: deepseek=0.289  falcon3-=0.264  gemini-1=0.261  gemini-2=0.298  gemini-p=0.222  gemini-p=0.300  gpt-3.5-=0.286  gpt-4-tu=0.304  gpt-4-tu=0.298  gpt-4.5-=0.295  gpt-4o=0.301  gpt-4o-m=0.251  llama-2-=0.299  llama-2-=0.221  llama-3.=0.279  llama-3.=0.299  ministra=0.297  mistral-=0.297  mixtral-=0.297  o3-mini=0.278  qwen1.5-=0.301  text-bis=0.300
2026-04-13 10:28:48,285  INFO  [Step   17/200]  det=skip  para=-0.0038  raw_rwd=0.2548±0.0413  rwd=0.2548
2026-04-13 10:28:48,286  INFO    per-gen rewards: deepseek=0.268  falcon3-=0.272  gemini-1=0.268  gemini-2=0.272  gemini-p=0.271  gemini-p=0.273  gpt-3.5-=0.246  gpt-4-tu=0.264  gpt-4-tu=0.268  gpt-4.5-=0.270  gpt-4o=0.270  gpt-4o-m=0.241  llama-2-=0.271  llama-2-=0.144  llama-3.=0.222  llama-3.=0.269  ministra=0.241  mistral-=0.148  mixtral-=0.272  o3-mini=0.270  qwen1.5-=0.279  text-bis=0.243
2026-04-13 10:29:28,249  INFO  [Step   18/200]  det=3.2222  para=-0.0115  raw_rwd=0.2549±0.0401  rwd=0.2549
2026-04-13 10:29:28,250  INFO    loss components: L_human=0.436  L_xm_original=0.533  L_t5_para=0.449  L_synonym_replacement=0.470  L_homoglyphs=0.427  L_article_deletion=0.470  L_misspelling=0.445  total=3.231
2026-04-13 10:29:28,250  INFO    per-gen rewards: deepseek=0.264  falcon3-=0.269  gemini-1=0.235  gemini-2=0.270  gemini-p=0.268  gemini-p=0.269  gpt-3.5-=0.225  gpt-4-tu=0.264  gpt-4-tu=0.258  gpt-4.5-=0.148  gpt-4o=0.247  gpt-4o-m=0.268  llama-2-=0.268  llama-2-=0.273  llama-3.=0.245  llama-3.=0.264  ministra=0.266  mistral-=0.267  mixtral-=0.271  o3-mini=0.262  qwen1.5-=0.263  text-bis=0.281
2026-04-13 10:29:42,913  INFO  [Step   19/200]  det=skip  para=-0.0567  raw_rwd=0.2258±0.0337  rwd=0.2258
2026-04-13 10:29:42,913  INFO    per-gen rewards: deepseek=0.230  falcon3-=0.224  gemini-1=0.229  gemini-2=0.232  gemini-p=0.229  gemini-p=0.228  gpt-3.5-=0.231  gpt-4-tu=0.223  gpt-4-tu=0.242  gpt-4.5-=0.068  gpt-4o=0.210  gpt-4o-m=0.228  llama-2-=0.246  llama-2-=0.236  llama-3.=0.240  llama-3.=0.238  ministra=0.209  mistral-=0.213  mixtral-=0.252  o3-mini=0.238  qwen1.5-=0.227  text-bis=0.247
2026-04-13 10:30:23,535  INFO  [Step   20/200]  det=3.1385  para=-0.0000  raw_rwd=0.2063±0.0539  rwd=0.2063
2026-04-13 10:30:23,535  INFO    loss components: L_human=0.433  L_xm_original=0.512  L_t5_para=0.457  L_synonym_replacement=0.451  L_homoglyphs=0.430  L_article_deletion=0.445  L_misspelling=0.434  total=3.163
2026-04-13 10:30:23,535  INFO    per-gen rewards: deepseek=0.204  falcon3-=0.167  gemini-1=0.207  gemini-2=0.233  gemini-p=0.212  gemini-p=0.246  gpt-3.5-=0.210  gpt-4-tu=0.237  gpt-4-tu=0.095  gpt-4.5-=0.225  gpt-4o=0.227  gpt-4o-m=0.207  llama-2-=0.213  llama-2-=0.236  llama-3.=0.203  llama-3.=0.156  ministra=0.240  mistral-=0.083  mixtral-=0.234  o3-mini=0.178  qwen1.5-=0.231  text-bis=0.231
2026-04-13 10:35:06,326  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 10:35:06,327  INFO    │  MACRO_AVG                   0.9875 ◄
2026-04-13 10:35:06,327  INFO    │  deepseek-r1-distill-qwen-32b  0.9988
2026-04-13 10:35:06,327  INFO    │  falcon3-10b-instruct        0.9995
2026-04-13 10:35:06,327  INFO    │  gemini-1.5-pro              0.9606
2026-04-13 10:35:06,327  INFO    │  gemini-2.0-flash            0.9988
2026-04-13 10:35:06,327  INFO    │  gemini-pro                  0.9650
2026-04-13 10:35:06,327  INFO    │  gemini-pro-paraphrase       0.9663
2026-04-13 10:35:06,327  INFO    │  gpt-3.5-turbo               0.9985
2026-04-13 10:35:06,327  INFO    │  gpt-4-turbo                 0.9945
2026-04-13 10:35:06,327  INFO    │  gpt-4-turbo-paraphrase      0.9839
2026-04-13 10:35:06,327  INFO    │  gpt-4.5-preview             0.9946
2026-04-13 10:35:06,327  INFO    │  gpt-4o                      0.9992
2026-04-13 10:35:06,327  INFO    │  gpt-4o-mini                 0.9995
2026-04-13 10:35:06,327  INFO    │  llama-2-70b-chat            0.9804
2026-04-13 10:35:06,327  INFO    │  llama-2-7b-chat             0.9761
2026-04-13 10:35:06,327  INFO    │  llama-3.1-8b-instruct       0.9870
2026-04-13 10:35:06,327  INFO    │  llama-3.3-70b-instruct      0.9966
2026-04-13 10:35:06,327  INFO    │  ministral-8b-instruct-2410  0.9992
2026-04-13 10:35:06,327  INFO    │  mistral-7b-instruct-v0.2    0.9784
2026-04-13 10:35:06,327  INFO    │  mixtral-8x7b-instruct-v0.1  0.9759
2026-04-13 10:35:06,327  INFO    │  o3-mini                     0.9995
2026-04-13 10:35:06,327  INFO    │  qwen1.5-72b-chat-8bit       0.9879
2026-04-13 10:35:06,327  INFO    │  text-bison-002              0.9853
2026-04-13 10:35:06,327  INFO    │  (prev best)                  0.9307
2026-04-13 10:35:06,327  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 10:35:06,327  INFO    │  article_deletion            0.9964  ~
2026-04-13 10:35:06,327  INFO    │  homoglyphs                  0.9992  ~
2026-04-13 10:35:06,327  INFO    │  misspelling                 0.9976  ~
2026-04-13 10:35:06,327  INFO    │  no_attack                   0.9948  ~
2026-04-13 10:35:06,327  INFO    │  synonym_replacement         0.9961  ~
2026-04-13 10:35:06,327  INFO    │  t5_paraphrase               0.9800  ~
2026-04-13 10:35:06,327  INFO    └─────────────────────────────────────────────┘
2026-04-13 10:35:11,101  INFO  Detector saved → ./adal_panclef/best_detector
2026-04-13 10:35:13,197  INFO  Paraphraser saved → ./adal_panclef/best_paraphraser
2026-04-13 10:35:13,197  INFO    ✓ New best macro AUROC = 0.9875  — saved.

2026-04-13 10:35:13,197  INFO  
── Pushing to HuggingFace Hub (trigger=best) ──
2026-04-13 10:35:13,385  INFO  HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
2026-04-13 10:35:13,506  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF "HTTP/1.1 200 OK"
2026-04-13 10:35:13,508  INFO    Repo exists: Shushant/ADAL-Detector-PANCLEF
2026-04-13 10:35:13,628  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser "HTTP/1.1 200 OK"
2026-04-13 10:35:13,629  INFO    Repo exists: Shushant/ADAL_PAN-t5-paraphraser
2026-04-13 10:35:13,629  INFO    Uploading detector → Shushant/ADAL-Detector-PANCLEF …
2026-04-13 10:35:13,741  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:35:14,812  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:35:14,955  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:35:15,082  INFO  HTTP Request: POST https://huggingface.co/Shushant/ADAL-Detector-PANCLEF.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
2026-04-13 10:35:15,197  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/xet-write-token/main "HTTP/1.1 200 OK"
2026-04-13 10:36:09,956  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:36:10,129  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:36:10,981  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:36:11,162  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:36:11,886  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:36:12,181  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:36:12,926  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:36:12,927  INFO    ✓ Detector pushed → https://huggingface.co/Shushant/ADAL-Detector-PANCLEF
2026-04-13 10:36:12,927  INFO    Uploading paraphraser → Shushant/ADAL_PAN-t5-paraphraser …
2026-04-13 10:36:13,037  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:36:13,663  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:36:13,805  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:36:13,935  INFO  HTTP Request: POST https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
2026-04-13 10:36:14,061  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/xet-write-token/main "HTTP/1.1 200 OK"
2026-04-13 10:36:31,164  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:36:31,165  INFO    ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser
2026-04-13 10:36:31,165  INFO  ── Hub push complete ──

2026-04-13 10:36:46,070  INFO  [Step   21/200]  det=skip  para=-0.0019  raw_rwd=0.1889±0.0406  rwd=0.1889
2026-04-13 10:36:46,070  INFO    per-gen rewards: deepseek=0.177  falcon3-=0.202  gemini-1=0.164  gemini-2=0.176  gemini-p=0.144  gemini-p=0.195  gpt-3.5-=0.205  gpt-4-tu=0.164  gpt-4-tu=0.077  gpt-4.5-=0.224  gpt-4o=0.188  gpt-4o-m=0.172  llama-2-=0.163  llama-2-=0.205  llama-3.=0.204  llama-3.=0.213  ministra=0.204  mistral-=0.211  mixtral-=0.207  o3-mini=0.198  qwen1.5-=0.232  text-bis=0.200
2026-04-13 10:37:26,915  INFO  [Step   22/200]  det=3.1162  para=0.0000  raw_rwd=0.1821±0.0432  rwd=0.1821
2026-04-13 10:37:26,916  INFO    loss components: L_human=0.486  L_xm_original=0.435  L_t5_para=0.446  L_synonym_replacement=0.439  L_homoglyphs=0.428  L_article_deletion=0.434  L_misspelling=0.433  total=3.101
2026-04-13 10:37:26,916  INFO    per-gen rewards: deepseek=0.204  falcon3-=0.195  gemini-1=0.152  gemini-2=0.194  gemini-p=0.226  gemini-p=0.179  gpt-3.5-=0.160  gpt-4-tu=0.193  gpt-4-tu=0.075  gpt-4.5-=0.208  gpt-4o=0.208  gpt-4o-m=0.178  llama-2-=0.062  llama-2-=0.205  llama-3.=0.210  llama-3.=0.178  ministra=0.198  mistral-=0.190  mixtral-=0.174  o3-mini=0.176  qwen1.5-=0.199  text-bis=0.066
2026-04-13 10:37:41,623  INFO  [Step   23/200]  det=skip  para=-0.0000  raw_rwd=0.1795±0.0224  rwd=0.1795
2026-04-13 10:37:41,623  INFO    per-gen rewards: deepseek=0.188  falcon3-=0.189  gemini-1=0.173  gemini-2=0.179  gemini-p=0.176  gemini-p=0.203  gpt-3.5-=0.179  gpt-4-tu=0.157  gpt-4-tu=0.206  gpt-4.5-=0.198  gpt-4o=0.188  gpt-4o-m=0.187  llama-2-=0.191  llama-2-=0.199  llama-3.=0.169  llama-3.=0.185  ministra=0.169  mistral-=0.183  mixtral-=0.154  o3-mini=0.165  qwen1.5-=0.180  text-bis=0.162
2026-04-13 10:38:21,946  INFO  [Step   24/200]  det=3.1562  para=-0.0010  raw_rwd=0.1821±0.0233  rwd=0.1821
2026-04-13 10:38:21,946  INFO    loss components: L_human=0.477  L_xm_original=0.504  L_t5_para=0.436  L_synonym_replacement=0.444  L_homoglyphs=0.433  L_article_deletion=0.466  L_misspelling=0.437  total=3.196
2026-04-13 10:38:21,946  INFO    per-gen rewards: deepseek=0.174  falcon3-=0.191  gemini-1=0.192  gemini-2=0.173  gemini-p=0.199  gemini-p=0.169  gpt-3.5-=0.168  gpt-4-tu=0.165  gpt-4-tu=0.175  gpt-4.5-=0.194  gpt-4o=0.191  gpt-4o-m=0.189  llama-2-=0.184  llama-2-=0.147  llama-3.=0.193  llama-3.=0.151  ministra=0.193  mistral-=0.110  mixtral-=0.185  o3-mini=0.187  qwen1.5-=0.183  text-bis=0.201
2026-04-13 10:38:36,736  INFO  [Step   25/200]  det=skip  para=-0.0000  raw_rwd=0.1658±0.0147  rwd=0.1658
2026-04-13 10:38:36,736  INFO    per-gen rewards: deepseek=0.174  falcon3-=0.154  gemini-1=0.159  gemini-2=0.167  gemini-p=0.134  gemini-p=0.168  gpt-3.5-=0.169  gpt-4-tu=0.174  gpt-4-tu=0.173  gpt-4.5-=0.154  gpt-4o=0.163  gpt-4o-m=0.164  llama-2-=0.149  llama-2-=0.162  llama-3.=0.168  llama-3.=0.183  ministra=0.170  mistral-=0.167  mixtral-=0.174  o3-mini=0.170  qwen1.5-=0.180  text-bis=0.156
2026-04-13 10:43:19,473  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 10:43:19,473  INFO    │  MACRO_AVG                   0.9876 ◄
2026-04-13 10:43:19,473  INFO    │  deepseek-r1-distill-qwen-32b  0.9964
2026-04-13 10:43:19,473  INFO    │  falcon3-10b-instruct        0.9930
2026-04-13 10:43:19,473  INFO    │  gemini-1.5-pro              0.9625
2026-04-13 10:43:19,473  INFO    │  gemini-2.0-flash            0.9969
2026-04-13 10:43:19,473  INFO    │  gemini-pro                  0.9747
2026-04-13 10:43:19,473  INFO    │  gemini-pro-paraphrase       0.9735
2026-04-13 10:43:19,473  INFO    │  gpt-3.5-turbo               0.9964
2026-04-13 10:43:19,473  INFO    │  gpt-4-turbo                 0.9924
2026-04-13 10:43:19,473  INFO    │  gpt-4-turbo-paraphrase      0.9851
2026-04-13 10:43:19,473  INFO    │  gpt-4.5-preview             0.9906
2026-04-13 10:43:19,473  INFO    │  gpt-4o                      0.9980
2026-04-13 10:43:19,473  INFO    │  gpt-4o-mini                 0.9984
2026-04-13 10:43:19,473  INFO    │  llama-2-70b-chat            0.9851
2026-04-13 10:43:19,473  INFO    │  llama-2-7b-chat             0.9830
2026-04-13 10:43:19,473  INFO    │  llama-3.1-8b-instruct       0.9819
2026-04-13 10:43:19,474  INFO    │  llama-3.3-70b-instruct      0.9887
2026-04-13 10:43:19,474  INFO    │  ministral-8b-instruct-2410  0.9955
2026-04-13 10:43:19,474  INFO    │  mistral-7b-instruct-v0.2    0.9838
2026-04-13 10:43:19,474  INFO    │  mixtral-8x7b-instruct-v0.1  0.9822
2026-04-13 10:43:19,474  INFO    │  o3-mini                     0.9967
2026-04-13 10:43:19,474  INFO    │  qwen1.5-72b-chat-8bit       0.9866
2026-04-13 10:43:19,474  INFO    │  text-bison-002              0.9853
2026-04-13 10:43:19,474  INFO    │  (prev best)                  0.9875
2026-04-13 10:43:19,474  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 10:43:19,474  INFO    │  article_deletion            0.9963  ~
2026-04-13 10:43:19,474  INFO    │  homoglyphs                  0.9994  ~
2026-04-13 10:43:19,474  INFO    │  misspelling                 0.9970  ~
2026-04-13 10:43:19,474  INFO    │  no_attack                   0.9951  ~
2026-04-13 10:43:19,474  INFO    │  synonym_replacement         0.9935  ~
2026-04-13 10:43:19,474  INFO    │  t5_paraphrase               0.9800  ~
2026-04-13 10:43:19,474  INFO    └─────────────────────────────────────────────┘
2026-04-13 10:43:24,030  INFO  Detector saved → ./adal_panclef/best_detector
2026-04-13 10:43:26,148  INFO  Paraphraser saved → ./adal_panclef/best_paraphraser
2026-04-13 10:43:26,148  INFO    ✓ New best macro AUROC = 0.9876  — saved.

2026-04-13 10:43:26,148  INFO  
── Pushing to HuggingFace Hub (trigger=best) ──
2026-04-13 10:43:26,340  INFO  HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
2026-04-13 10:43:26,461  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF "HTTP/1.1 200 OK"
2026-04-13 10:43:26,462  INFO    Repo exists: Shushant/ADAL-Detector-PANCLEF
2026-04-13 10:43:26,579  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser "HTTP/1.1 200 OK"
2026-04-13 10:43:26,580  INFO    Repo exists: Shushant/ADAL_PAN-t5-paraphraser
2026-04-13 10:43:26,580  INFO    Uploading detector → Shushant/ADAL-Detector-PANCLEF …
2026-04-13 10:43:26,695  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:43:27,788  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:43:27,946  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:43:28,078  INFO  HTTP Request: POST https://huggingface.co/Shushant/ADAL-Detector-PANCLEF.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
2026-04-13 10:44:27,996  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:44:28,138  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:44:28,861  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:44:28,995  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:44:29,742  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:44:29,873  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:44:30,698  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:44:30,699  INFO    ✓ Detector pushed → https://huggingface.co/Shushant/ADAL-Detector-PANCLEF
2026-04-13 10:44:30,699  INFO    Uploading paraphraser → Shushant/ADAL_PAN-t5-paraphraser …
2026-04-13 10:44:30,810  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:44:31,439  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:44:31,582  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:44:31,712  INFO  HTTP Request: POST https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
2026-04-13 10:44:43,808  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:44:43,809  INFO    ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser
2026-04-13 10:44:43,809  INFO  ── Hub push complete ──

2026-04-13 10:45:24,444  INFO  [Step   26/200]  det=3.0797  para=-0.0055  raw_rwd=0.1709±0.0137  rwd=0.1709
2026-04-13 10:45:24,444  INFO    loss components: L_human=0.439  L_xm_original=0.448  L_t5_para=0.432  L_synonym_replacement=0.454  L_homoglyphs=0.428  L_article_deletion=0.439  L_misspelling=0.436  total=3.075
2026-04-13 10:45:24,444  INFO    per-gen rewards: deepseek=0.178  falcon3-=0.162  gemini-1=0.168  gemini-2=0.164  gemini-p=0.187  gemini-p=0.161  gpt-3.5-=0.172  gpt-4-tu=0.167  gpt-4-tu=0.168  gpt-4.5-=0.152  gpt-4o=0.177  gpt-4o-m=0.169  llama-2-=0.159  llama-2-=0.148  llama-3.=0.177  llama-3.=0.196  ministra=0.173  mistral-=0.176  mixtral-=0.166  o3-mini=0.166  qwen1.5-=0.174  text-bis=0.175
2026-04-13 10:45:39,057  INFO  [Step   27/200]  det=skip  para=0.0168  raw_rwd=0.1533±0.0292  rwd=0.1533
2026-04-13 10:45:39,058  INFO    per-gen rewards: deepseek=0.146  falcon3-=0.151  gemini-1=0.169  gemini-2=0.169  gemini-p=0.143  gemini-p=0.144  gpt-3.5-=0.154  gpt-4-tu=0.116  gpt-4-tu=0.129  gpt-4.5-=0.130  gpt-4o=0.150  gpt-4o-m=0.146  llama-2-=0.129  llama-2-=0.146  llama-3.=0.158  llama-3.=0.123  ministra=0.162  mistral-=0.136  mixtral-=0.170  o3-mini=0.159  qwen1.5-=0.205  text-bis=0.143
2026-04-13 10:46:19,550  INFO  [Step   28/200]  det=3.1591  para=0.0315  raw_rwd=0.1581±0.0284  rwd=0.1581
2026-04-13 10:46:19,550  INFO    loss components: L_human=0.479  L_xm_original=0.437  L_t5_para=0.431  L_synonym_replacement=0.433  L_homoglyphs=0.427  L_article_deletion=0.425  L_misspelling=0.433  total=3.065
2026-04-13 10:46:19,550  INFO    per-gen rewards: deepseek=0.171  falcon3-=0.160  gemini-1=0.150  gemini-2=0.146  gemini-p=0.147  gemini-p=0.153  gpt-3.5-=0.153  gpt-4-tu=0.150  gpt-4-tu=0.230  gpt-4.5-=0.144  gpt-4o=0.138  gpt-4o-m=0.157  llama-2-=0.128  llama-2-=0.125  llama-3.=0.185  llama-3.=0.138  ministra=0.181  mistral-=0.149  mixtral-=0.165  o3-mini=0.151  qwen1.5-=0.178  text-bis=0.201
2026-04-13 10:46:34,141  INFO  [Step   29/200]  det=skip  para=0.0000  raw_rwd=0.1577±0.0125  rwd=0.1577
2026-04-13 10:46:34,142  INFO    per-gen rewards: deepseek=0.148  falcon3-=0.168  gemini-1=0.170  gemini-2=0.149  gemini-p=0.157  gemini-p=0.153  gpt-3.5-=0.157  gpt-4-tu=0.159  gpt-4-tu=0.177  gpt-4.5-=0.141  gpt-4o=0.157  gpt-4o-m=0.153  llama-2-=0.149  llama-2-=0.157  llama-3.=0.160  llama-3.=0.167  ministra=0.163  mistral-=0.152  mixtral-=0.143  o3-mini=0.159  qwen1.5-=0.138  text-bis=0.160
2026-04-13 10:47:14,419  INFO  [Step   30/200]  det=3.0753  para=0.0043  raw_rwd=0.1512±0.0123  rwd=0.1512
2026-04-13 10:47:14,419  INFO    loss components: L_human=0.435  L_xm_original=0.432  L_t5_para=0.431  L_synonym_replacement=0.441  L_homoglyphs=0.424  L_article_deletion=0.428  L_misspelling=0.431  total=3.022
2026-04-13 10:47:14,419  INFO    per-gen rewards: deepseek=0.143  falcon3-=0.150  gemini-1=0.155  gemini-2=0.149  gemini-p=0.154  gemini-p=0.158  gpt-3.5-=0.160  gpt-4-tu=0.166  gpt-4-tu=0.160  gpt-4.5-=0.145  gpt-4o=0.147  gpt-4o-m=0.151  llama-2-=0.142  llama-2-=0.159  llama-3.=0.146  llama-3.=0.144  ministra=0.157  mistral-=0.125  mixtral-=0.153  o3-mini=0.150  qwen1.5-=0.157  text-bis=0.158
2026-04-13 10:51:57,332  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 10:51:57,333  INFO    │  MACRO_AVG                   0.9933 ◄
2026-04-13 10:51:57,333  INFO    │  deepseek-r1-distill-qwen-32b  0.9992
2026-04-13 10:51:57,333  INFO    │  falcon3-10b-instruct        0.9994
2026-04-13 10:51:57,333  INFO    │  gemini-1.5-pro              0.9621
2026-04-13 10:51:57,333  INFO    │  gemini-2.0-flash            0.9994
2026-04-13 10:51:57,333  INFO    │  gemini-pro                  0.9799
2026-04-13 10:51:57,333  INFO    │  gemini-pro-paraphrase       0.9831
2026-04-13 10:51:57,333  INFO    │  gpt-3.5-turbo               0.9997
2026-04-13 10:51:57,333  INFO    │  gpt-4-turbo                 0.9995
2026-04-13 10:51:57,333  INFO    │  gpt-4-turbo-paraphrase      0.9931
2026-04-13 10:51:57,333  INFO    │  gpt-4.5-preview             0.9960
2026-04-13 10:51:57,333  INFO    │  gpt-4o                      0.9999
2026-04-13 10:51:57,333  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 10:51:57,333  INFO    │  llama-2-70b-chat            0.9905
2026-04-13 10:51:57,333  INFO    │  llama-2-7b-chat             0.9911
2026-04-13 10:51:57,333  INFO    │  llama-3.1-8b-instruct       0.9897
2026-04-13 10:51:57,333  INFO    │  llama-3.3-70b-instruct      0.9990
2026-04-13 10:51:57,333  INFO    │  ministral-8b-instruct-2410  0.9995
2026-04-13 10:51:57,333  INFO    │  mistral-7b-instruct-v0.2    0.9909
2026-04-13 10:51:57,333  INFO    │  mixtral-8x7b-instruct-v0.1  0.9896
2026-04-13 10:51:57,333  INFO    │  o3-mini                     0.9997
2026-04-13 10:51:57,333  INFO    │  qwen1.5-72b-chat-8bit       0.9972
2026-04-13 10:51:57,333  INFO    │  text-bison-002              0.9945
2026-04-13 10:51:57,333  INFO    │  (prev best)                  0.9876
2026-04-13 10:51:57,333  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 10:51:57,333  INFO    │  article_deletion            0.9974  ~
2026-04-13 10:51:57,333  INFO    │  homoglyphs                  0.9997  ~
2026-04-13 10:51:57,333  INFO    │  misspelling                 0.9985  ~
2026-04-13 10:51:57,333  INFO    │  no_attack                   0.9956  ~
2026-04-13 10:51:57,333  INFO    │  synonym_replacement         0.9991  ~
2026-04-13 10:51:57,333  INFO    │  t5_paraphrase               0.9800  ~
2026-04-13 10:51:57,333  INFO    └─────────────────────────────────────────────┘
2026-04-13 10:52:02,074  INFO  Detector saved → ./adal_panclef/best_detector
2026-04-13 10:52:04,212  INFO  Paraphraser saved → ./adal_panclef/best_paraphraser
2026-04-13 10:52:04,213  INFO    ✓ New best macro AUROC = 0.9933  — saved.

2026-04-13 10:52:04,213  INFO  
── Pushing to HuggingFace Hub (trigger=best) ──
2026-04-13 10:52:04,421  INFO  HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
2026-04-13 10:52:04,552  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF "HTTP/1.1 200 OK"
2026-04-13 10:52:04,553  INFO    Repo exists: Shushant/ADAL-Detector-PANCLEF
2026-04-13 10:52:04,667  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser "HTTP/1.1 200 OK"
2026-04-13 10:52:04,668  INFO    Repo exists: Shushant/ADAL_PAN-t5-paraphraser
2026-04-13 10:52:04,669  INFO    Uploading detector → Shushant/ADAL-Detector-PANCLEF …
2026-04-13 10:52:04,778  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:52:05,882  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:52:06,023  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:52:06,162  INFO  HTTP Request: POST https://huggingface.co/Shushant/ADAL-Detector-PANCLEF.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
2026-04-13 10:52:06,295  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/xet-write-token/main "HTTP/1.1 200 OK"
2026-04-13 10:53:04,186  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:53:04,320  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:53:05,259  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:53:05,391  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:53:06,229  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:53:06,361  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:53:07,379  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:53:07,380  INFO    ✓ Detector pushed → https://huggingface.co/Shushant/ADAL-Detector-PANCLEF
2026-04-13 10:53:07,380  INFO    Uploading paraphraser → Shushant/ADAL_PAN-t5-paraphraser …
2026-04-13 10:53:07,490  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:53:08,120  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 10:53:08,255  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/preupload/main "HTTP/1.1 200 OK"
2026-04-13 10:53:08,385  INFO  HTTP Request: POST https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
2026-04-13 10:53:08,498  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/xet-write-token/main "HTTP/1.1 200 OK"
2026-04-13 10:53:14,631  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/commit/main "HTTP/1.1 200 OK"
2026-04-13 10:53:14,632  INFO    ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser
2026-04-13 10:53:14,632  INFO  ── Hub push complete ──

2026-04-13 10:53:29,491  INFO  [Step   31/200]  det=skip  para=0.0000  raw_rwd=0.1452±0.0198  rwd=0.1452
2026-04-13 10:53:29,491  INFO    per-gen rewards: deepseek=0.155  falcon3-=0.142  gemini-1=0.165  gemini-2=0.148  gemini-p=0.155  gemini-p=0.129  gpt-3.5-=0.153  gpt-4-tu=0.127  gpt-4-tu=0.123  gpt-4.5-=0.151  gpt-4o=0.147  gpt-4o-m=0.138  llama-2-=0.138  llama-2-=0.177  llama-3.=0.137  llama-3.=0.149  ministra=0.128  mistral-=0.140  mixtral-=0.136  o3-mini=0.140  qwen1.5-=0.163  text-bis=0.148
2026-04-13 10:54:10,423  INFO  [Step   32/200]  det=3.0615  para=0.0240  raw_rwd=0.1455±0.0234  rwd=0.1455
2026-04-13 10:54:10,423  INFO    loss components: L_human=0.447  L_xm_original=0.441  L_t5_para=0.428  L_synonym_replacement=0.434  L_homoglyphs=0.426  L_article_deletion=0.427  L_misspelling=0.442  total=3.047
2026-04-13 10:54:10,423  INFO    per-gen rewards: deepseek=0.142  falcon3-=0.148  gemini-1=0.148  gemini-2=0.146  gemini-p=0.131  gemini-p=0.161  gpt-3.5-=0.141  gpt-4-tu=0.134  gpt-4-tu=0.118  gpt-4.5-=0.122  gpt-4o=0.149  gpt-4o-m=0.163  llama-2-=0.145  llama-2-=0.135  llama-3.=0.137  llama-3.=0.142  ministra=0.131  mistral-=0.148  mixtral-=0.134  o3-mini=0.165  qwen1.5-=0.122  text-bis=0.163
2026-04-13 10:54:25,296  INFO  [Step   33/200]  det=skip  para=0.0000  raw_rwd=0.1339±0.0205  rwd=0.1339
2026-04-13 10:54:25,297  INFO    per-gen rewards: deepseek=0.135  falcon3-=0.130  gemini-1=0.136  gemini-2=0.139  gemini-p=0.133  gemini-p=0.137  gpt-3.5-=0.146  gpt-4-tu=0.120  gpt-4-tu=0.173  gpt-4.5-=0.122  gpt-4o=0.118  gpt-4o-m=0.131  llama-2-=0.108  llama-2-=0.128  llama-3.=0.153  llama-3.=0.119  ministra=0.126  mistral-=0.128  mixtral-=0.184  o3-mini=0.124  qwen1.5-=0.134  text-bis=0.142
2026-04-13 10:55:06,256  INFO  [Step   34/200]  det=3.1308  para=-0.0000  raw_rwd=0.1332±0.0166  rwd=0.1332
2026-04-13 10:55:06,256  INFO    loss components: L_human=0.435  L_xm_original=0.491  L_t5_para=0.426  L_synonym_replacement=0.442  L_homoglyphs=0.436  L_article_deletion=0.447  L_misspelling=0.443  total=3.120
2026-04-13 10:55:06,256  INFO    per-gen rewards: deepseek=0.135  falcon3-=0.135  gemini-1=0.140  gemini-2=0.130  gemini-p=0.136  gemini-p=0.135  gpt-3.5-=0.133  gpt-4-tu=0.137  gpt-4-tu=0.131  gpt-4.5-=0.121  gpt-4o=0.141  gpt-4o-m=0.122  llama-2-=0.117  llama-2-=0.143  llama-3.=0.130  llama-3.=0.149  ministra=0.130  mistral-=0.142  mixtral-=0.131  o3-mini=0.137  qwen1.5-=0.108  text-bis=0.144
2026-04-13 10:55:20,904  INFO  [Step   35/200]  det=skip  para=-0.0000  raw_rwd=0.1265±0.0132  rwd=0.1265
2026-04-13 10:55:20,905  INFO    per-gen rewards: deepseek=0.124  falcon3-=0.122  gemini-1=0.124  gemini-2=0.132  gemini-p=0.118  gemini-p=0.124  gpt-3.5-=0.124  gpt-4-tu=0.115  gpt-4-tu=0.114  gpt-4.5-=0.110  gpt-4o=0.125  gpt-4o-m=0.130  llama-2-=0.117  llama-2-=0.132  llama-3.=0.127  llama-3.=0.156  ministra=0.121  mistral-=0.124  mixtral-=0.163  o3-mini=0.123  qwen1.5-=0.133  text-bis=0.143
2026-04-13 11:00:04,871  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 11:00:04,871  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 11:00:04,871  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 11:00:04,871  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 11:00:04,871  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 11:00:04,871  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 11:00:04,871  INFO    │  gemini-pro                  0.9851
2026-04-13 11:00:04,871  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 11:00:04,871  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 11:00:04,871  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 11:00:04,871  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 11:00:04,871  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 11:00:04,871  INFO    │  gpt-4o                      0.9999
2026-04-13 11:00:04,871  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 11:00:04,871  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 11:00:04,871  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 11:00:04,871  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 11:00:04,872  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 11:00:04,872  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 11:00:04,872  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 11:00:04,872  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 11:00:04,872  INFO    │  o3-mini                     0.9999
2026-04-13 11:00:04,872  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 11:00:04,872  INFO    │  text-bison-002              0.9992
2026-04-13 11:00:04,872  INFO    │  (prev best)                  0.9933
2026-04-13 11:00:04,872  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 11:00:04,872  INFO    │  article_deletion            0.9982  ~
2026-04-13 11:00:04,872  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 11:00:04,872  INFO    │  misspelling                 0.9996  ~
2026-04-13 11:00:04,872  INFO    │  no_attack                   0.9966  ~
2026-04-13 11:00:04,872  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 11:00:04,872  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 11:00:04,872  INFO    └─────────────────────────────────────────────┘
2026-04-13 11:00:09,521  INFO  Detector saved → ./adal_panclef/best_detector
2026-04-13 11:00:11,625  INFO  Paraphraser saved → ./adal_panclef/best_paraphraser
2026-04-13 11:00:11,625  INFO    ✓ New best macro AUROC = 0.9960  — saved.

2026-04-13 11:00:11,625  INFO  
── Pushing to HuggingFace Hub (trigger=best) ──
2026-04-13 11:00:11,855  INFO  HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
2026-04-13 11:00:11,977  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF "HTTP/1.1 200 OK"
2026-04-13 11:00:11,979  INFO    Repo exists: Shushant/ADAL-Detector-PANCLEF
2026-04-13 11:00:12,110  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser "HTTP/1.1 200 OK"
2026-04-13 11:00:12,111  INFO    Repo exists: Shushant/ADAL_PAN-t5-paraphraser
2026-04-13 11:00:12,112  INFO    Uploading detector → Shushant/ADAL-Detector-PANCLEF …
2026-04-13 11:00:12,227  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 11:00:13,354  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 11:00:13,528  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 11:00:13,668  INFO  HTTP Request: POST https://huggingface.co/Shushant/ADAL-Detector-PANCLEF.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
2026-04-13 11:01:11,414  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 11:01:11,550  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 11:01:12,240  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 11:01:12,470  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 11:01:13,176  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 11:01:13,317  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 11:01:14,203  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 11:01:14,204  INFO    ✓ Detector pushed → https://huggingface.co/Shushant/ADAL-Detector-PANCLEF
2026-04-13 11:01:14,204  INFO    Uploading paraphraser → Shushant/ADAL_PAN-t5-paraphraser …
2026-04-13 11:01:14,336  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 11:01:14,965  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 11:01:15,142  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/preupload/main "HTTP/1.1 200 OK"
2026-04-13 11:01:15,263  INFO  HTTP Request: POST https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
2026-04-13 11:01:22,028  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser/commit/main "HTTP/1.1 200 OK"
2026-04-13 11:01:22,029  INFO    ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser
2026-04-13 11:01:22,029  INFO  ── Hub push complete ──

2026-04-13 11:01:36,940  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 11:01:36,940  INFO  [Step   36/200]  det=skip  para=0.0038  raw_rwd=0.1255±0.0119  rwd=0.1255
2026-04-13 11:01:36,940  INFO    per-gen rewards: deepseek=0.128  falcon3-=0.123  gemini-1=0.121  gemini-2=0.125  gemini-p=0.133  gemini-p=0.123  gpt-3.5-=0.122  gpt-4-tu=0.122  gpt-4-tu=0.135  gpt-4.5-=0.108  gpt-4o=0.123  gpt-4o-m=0.130  llama-2-=0.121  llama-2-=0.141  llama-3.=0.125  llama-3.=0.122  ministra=0.128  mistral-=0.148  mixtral-=0.127  o3-mini=0.122  qwen1.5-=0.133  text-bis=0.127
2026-04-13 11:01:51,580  INFO  [Step   37/200]  det=skip  para=0.0139  raw_rwd=0.1233±0.0110  rwd=0.1233
2026-04-13 11:01:51,581  INFO    per-gen rewards: deepseek=0.137  falcon3-=0.119  gemini-1=0.120  gemini-2=0.129  gemini-p=0.133  gemini-p=0.120  gpt-3.5-=0.122  gpt-4-tu=0.112  gpt-4-tu=0.117  gpt-4.5-=0.117  gpt-4o=0.118  gpt-4o-m=0.123  llama-2-=0.138  llama-2-=0.118  llama-3.=0.121  llama-3.=0.138  ministra=0.123  mistral-=0.131  mixtral-=0.119  o3-mini=0.126  qwen1.5-=0.116  text-bis=0.104
2026-04-13 11:02:06,245  INFO  [Step   38/200]  det=skip  para=0.0000  raw_rwd=0.1266±0.0127  rwd=0.1266
2026-04-13 11:02:06,245  INFO    per-gen rewards: deepseek=0.115  falcon3-=0.118  gemini-1=0.127  gemini-2=0.126  gemini-p=0.160  gemini-p=0.114  gpt-3.5-=0.130  gpt-4-tu=0.131  gpt-4-tu=0.149  gpt-4.5-=0.128  gpt-4o=0.122  gpt-4o-m=0.134  llama-2-=0.138  llama-2-=0.137  llama-3.=0.122  llama-3.=0.129  ministra=0.121  mistral-=0.116  mixtral-=0.145  o3-mini=0.129  qwen1.5-=0.117  text-bis=0.146
2026-04-13 11:02:21,082  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 11:02:21,083  INFO  [Step   39/200]  det=skip  para=0.0004  raw_rwd=0.1256±0.0122  rwd=0.1256
2026-04-13 11:02:21,083  INFO    per-gen rewards: deepseek=0.135  falcon3-=0.129  gemini-1=0.124  gemini-2=0.124  gemini-p=0.111  gemini-p=0.142  gpt-3.5-=0.130  gpt-4-tu=0.130  gpt-4-tu=0.119  gpt-4.5-=0.108  gpt-4o=0.126  gpt-4o-m=0.125  llama-2-=0.119  llama-2-=0.133  llama-3.=0.128  llama-3.=0.128  ministra=0.122  mistral-=0.130  mixtral-=0.125  o3-mini=0.121  qwen1.5-=0.127  text-bis=0.110
2026-04-13 11:02:35,876  INFO  [Step   40/200]  det=skip  para=0.0000  raw_rwd=0.1234±0.0104  rwd=0.1234
2026-04-13 11:02:35,876  INFO    per-gen rewards: deepseek=0.122  falcon3-=0.122  gemini-1=0.126  gemini-2=0.128  gemini-p=0.133  gemini-p=0.140  gpt-3.5-=0.128  gpt-4-tu=0.112  gpt-4-tu=0.112  gpt-4.5-=0.118  gpt-4o=0.128  gpt-4o-m=0.121  llama-2-=0.132  llama-2-=0.120  llama-3.=0.113  llama-3.=0.130  ministra=0.114  mistral-=0.124  mixtral-=0.108  o3-mini=0.128  qwen1.5-=0.127  text-bis=0.132
2026-04-13 11:07:19,194  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 11:07:19,194  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 11:07:19,195  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 11:07:19,195  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 11:07:19,195  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 11:07:19,195  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 11:07:19,195  INFO    │  gemini-pro                  0.9851
2026-04-13 11:07:19,195  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 11:07:19,195  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 11:07:19,195  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 11:07:19,195  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 11:07:19,195  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 11:07:19,195  INFO    │  gpt-4o                      0.9999
2026-04-13 11:07:19,195  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 11:07:19,195  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 11:07:19,195  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 11:07:19,195  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 11:07:19,195  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 11:07:19,195  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 11:07:19,195  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 11:07:19,195  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 11:07:19,195  INFO    │  o3-mini                     0.9999
2026-04-13 11:07:19,195  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 11:07:19,195  INFO    │  text-bison-002              0.9992
2026-04-13 11:07:19,195  INFO    │  (prev best)                  0.9960
2026-04-13 11:07:19,195  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 11:07:19,195  INFO    │  article_deletion            0.9981  ~
2026-04-13 11:07:19,195  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 11:07:19,195  INFO    │  misspelling                 0.9995  ~
2026-04-13 11:07:19,195  INFO    │  no_attack                   0.9966  ~
2026-04-13 11:07:19,195  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 11:07:19,195  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 11:07:19,195  INFO    └─────────────────────────────────────────────┘
2026-04-13 11:07:19,195  INFO    No improvement (1/25)  best=0.9960

2026-04-13 11:07:34,025  INFO  [Step   41/200]  det=skip  para=-0.0000  raw_rwd=0.1254±0.0105  rwd=0.1254
2026-04-13 11:07:34,026  INFO    per-gen rewards: deepseek=0.114  falcon3-=0.128  gemini-1=0.122  gemini-2=0.119  gemini-p=0.116  gemini-p=0.107  gpt-3.5-=0.129  gpt-4-tu=0.121  gpt-4-tu=0.120  gpt-4.5-=0.125  gpt-4o=0.125  gpt-4o-m=0.125  llama-2-=0.135  llama-2-=0.132  llama-3.=0.123  llama-3.=0.126  ministra=0.132  mistral-=0.116  mixtral-=0.122  o3-mini=0.136  qwen1.5-=0.149  text-bis=0.124
2026-04-13 11:07:48,634  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 11:07:48,634  INFO  [Step   42/200]  det=skip  para=-0.0000  raw_rwd=0.1270±0.0102  rwd=0.1270
2026-04-13 11:07:48,634  INFO    per-gen rewards: deepseek=0.126  falcon3-=0.118  gemini-1=0.125  gemini-2=0.126  gemini-p=0.114  gemini-p=0.149  gpt-3.5-=0.130  gpt-4-tu=0.134  gpt-4-tu=0.118  gpt-4.5-=0.137  gpt-4o=0.129  gpt-4o-m=0.133  llama-2-=0.124  llama-2-=0.122  llama-3.=0.122  llama-3.=0.125  ministra=0.126  mistral-=0.144  mixtral-=0.122  o3-mini=0.127  qwen1.5-=0.123  text-bis=0.135
2026-04-13 11:08:03,230  INFO  [Step   43/200]  det=skip  para=0.0000  raw_rwd=0.1265±0.0115  rwd=0.1265
2026-04-13 11:08:03,230  INFO    per-gen rewards: deepseek=0.117  falcon3-=0.125  gemini-1=0.124  gemini-2=0.121  gemini-p=0.124  gemini-p=0.122  gpt-3.5-=0.123  gpt-4-tu=0.107  gpt-4-tu=0.148  gpt-4.5-=0.160  gpt-4o=0.130  gpt-4o-m=0.128  llama-2-=0.121  llama-2-=0.143  llama-3.=0.124  llama-3.=0.128  ministra=0.128  mistral-=0.138  mixtral-=0.120  o3-mini=0.131  qwen1.5-=0.127  text-bis=0.132
2026-04-13 11:08:17,965  INFO  [Step   44/200]  det=skip  para=0.0045  raw_rwd=0.1249±0.0103  rwd=0.1249
2026-04-13 11:08:17,965  INFO    per-gen rewards: deepseek=0.123  falcon3-=0.117  gemini-1=0.123  gemini-2=0.123  gemini-p=0.124  gemini-p=0.115  gpt-3.5-=0.122  gpt-4-tu=0.136  gpt-4-tu=0.159  gpt-4.5-=0.130  gpt-4o=0.121  gpt-4o-m=0.129  llama-2-=0.133  llama-2-=0.135  llama-3.=0.129  llama-3.=0.130  ministra=0.124  mistral-=0.114  mixtral-=0.113  o3-mini=0.130  qwen1.5-=0.111  text-bis=0.121
2026-04-13 11:08:32,302  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 11:08:32,303  INFO  [Step   45/200]  det=skip  para=0.0068  raw_rwd=0.1252±0.0107  rwd=0.1252
2026-04-13 11:08:32,303  INFO    per-gen rewards: deepseek=0.122  falcon3-=0.120  gemini-1=0.128  gemini-2=0.127  gemini-p=0.135  gemini-p=0.132  gpt-3.5-=0.125  gpt-4-tu=0.110  gpt-4-tu=0.128  gpt-4.5-=0.122  gpt-4o=0.128  gpt-4o-m=0.123  llama-2-=0.132  llama-2-=0.126  llama-3.=0.128  llama-3.=0.130  ministra=0.122  mistral-=0.111  mixtral-=0.131  o3-mini=0.119  qwen1.5-=0.141  text-bis=0.140
2026-04-13 11:13:15,700  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 11:13:15,700  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 11:13:15,700  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 11:13:15,700  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 11:13:15,700  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 11:13:15,700  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 11:13:15,700  INFO    │  gemini-pro                  0.9851
2026-04-13 11:13:15,700  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 11:13:15,700  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 11:13:15,700  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 11:13:15,700  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 11:13:15,700  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 11:13:15,700  INFO    │  gpt-4o                      0.9999
2026-04-13 11:13:15,700  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 11:13:15,700  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 11:13:15,700  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 11:13:15,700  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 11:13:15,700  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 11:13:15,700  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 11:13:15,700  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 11:13:15,700  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 11:13:15,700  INFO    │  o3-mini                     0.9999
2026-04-13 11:13:15,700  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 11:13:15,700  INFO    │  text-bison-002              0.9992
2026-04-13 11:13:15,700  INFO    │  (prev best)                  0.9960
2026-04-13 11:13:15,701  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 11:13:15,701  INFO    │  article_deletion            0.9982  ~
2026-04-13 11:13:15,701  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 11:13:15,701  INFO    │  misspelling                 0.9997  ~
2026-04-13 11:13:15,701  INFO    │  no_attack                   0.9966  ~
2026-04-13 11:13:15,701  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 11:13:15,701  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 11:13:15,701  INFO    └─────────────────────────────────────────────┘
2026-04-13 11:13:15,701  INFO    No improvement (2/25)  best=0.9960

2026-04-13 11:13:30,607  INFO  [Step   46/200]  det=skip  para=-0.0000  raw_rwd=0.1272±0.0105  rwd=0.1272
2026-04-13 11:13:30,607  INFO    per-gen rewards: deepseek=0.123  falcon3-=0.134  gemini-1=0.123  gemini-2=0.128  gemini-p=0.132  gemini-p=0.120  gpt-3.5-=0.127  gpt-4-tu=0.139  gpt-4-tu=0.125  gpt-4.5-=0.133  gpt-4o=0.130  gpt-4o-m=0.133  llama-2-=0.114  llama-2-=0.152  llama-3.=0.126  llama-3.=0.122  ministra=0.124  mistral-=0.113  mixtral-=0.126  o3-mini=0.125  qwen1.5-=0.126  text-bis=0.124
2026-04-13 11:13:45,484  INFO  [Step   47/200]  det=skip  para=0.0566  raw_rwd=0.1274±0.0225  rwd=0.1274
2026-04-13 11:13:45,484  INFO    per-gen rewards: deepseek=0.124  falcon3-=0.131  gemini-1=0.164  gemini-2=0.130  gemini-p=0.109  gemini-p=0.115  gpt-3.5-=0.124  gpt-4-tu=0.127  gpt-4-tu=0.123  gpt-4.5-=0.114  gpt-4o=0.117  gpt-4o-m=0.124  llama-2-=0.134  llama-2-=0.119  llama-3.=0.116  llama-3.=0.132  ministra=0.135  mistral-=0.125  mixtral-=0.140  o3-mini=0.125  qwen1.5-=0.122  text-bis=0.114
2026-04-13 11:14:00,097  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 11:14:00,098  INFO  [Step   48/200]  det=skip  para=0.0044  raw_rwd=0.1268±0.0128  rwd=0.1268
2026-04-13 11:14:00,098  INFO    per-gen rewards: deepseek=0.128  falcon3-=0.136  gemini-1=0.129  gemini-2=0.118  gemini-p=0.109  gemini-p=0.121  gpt-3.5-=0.132  gpt-4-tu=0.126  gpt-4-tu=0.151  gpt-4.5-=0.120  gpt-4o=0.127  gpt-4o-m=0.133  llama-2-=0.113  llama-2-=0.127  llama-3.=0.127  llama-3.=0.132  ministra=0.127  mistral-=0.119  mixtral-=0.113  o3-mini=0.121  qwen1.5-=0.125  text-bis=0.111
2026-04-13 11:14:14,564  INFO  [Step   49/200]  det=skip  para=-0.0000  raw_rwd=0.1242±0.0082  rwd=0.1242
2026-04-13 11:14:14,565  INFO    per-gen rewards: deepseek=0.127  falcon3-=0.128  gemini-1=0.123  gemini-2=0.121  gemini-p=0.145  gemini-p=0.110  gpt-3.5-=0.122  gpt-4-tu=0.114  gpt-4-tu=0.120  gpt-4.5-=0.119  gpt-4o=0.125  gpt-4o-m=0.125  llama-2-=0.124  llama-2-=0.134  llama-3.=0.125  llama-3.=0.126  ministra=0.127  mistral-=0.136  mixtral-=0.118  o3-mini=0.121  qwen1.5-=0.126  text-bis=0.115
2026-04-13 11:14:29,493  INFO  [Step   50/200]  det=skip  para=0.0000  raw_rwd=0.1264±0.0129  rwd=0.1264
2026-04-13 11:14:29,493  INFO    per-gen rewards: deepseek=0.118  falcon3-=0.125  gemini-1=0.125  gemini-2=0.127  gemini-p=0.122  gemini-p=0.135  gpt-3.5-=0.131  gpt-4-tu=0.114  gpt-4-tu=0.111  gpt-4.5-=0.136  gpt-4o=0.122  gpt-4o-m=0.126  llama-2-=0.132  llama-2-=0.098  llama-3.=0.125  llama-3.=0.125  ministra=0.134  mistral-=0.132  mixtral-=0.122  o3-mini=0.130  qwen1.5-=0.145  text-bis=0.141
2026-04-13 11:19:14,185  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 11:19:14,186  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 11:19:14,186  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 11:19:14,186  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 11:19:14,186  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 11:19:14,186  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 11:19:14,186  INFO    │  gemini-pro                  0.9851
2026-04-13 11:19:14,186  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 11:19:14,186  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 11:19:14,186  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 11:19:14,186  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 11:19:14,186  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 11:19:14,186  INFO    │  gpt-4o                      0.9999
2026-04-13 11:19:14,186  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 11:19:14,186  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 11:19:14,186  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 11:19:14,186  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 11:19:14,186  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 11:19:14,186  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 11:19:14,186  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 11:19:14,186  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 11:19:14,186  INFO    │  o3-mini                     0.9999
2026-04-13 11:19:14,186  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 11:19:14,186  INFO    │  text-bison-002              0.9992
2026-04-13 11:19:14,186  INFO    │  (prev best)                  0.9960
2026-04-13 11:19:14,186  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 11:19:14,186  INFO    │  article_deletion            0.9981  ~
2026-04-13 11:19:14,186  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 11:19:14,186  INFO    │  misspelling                 0.9996  ~
2026-04-13 11:19:14,186  INFO    │  no_attack                   0.9966  ~
2026-04-13 11:19:14,186  INFO    │  synonym_replacement         0.9997  ~
2026-04-13 11:19:14,186  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 11:19:14,186  INFO    └─────────────────────────────────────────────┘
2026-04-13 11:19:14,186  INFO    No improvement (3/25)  best=0.9960

2026-04-13 11:19:29,028  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 11:19:29,028  INFO  [Step   51/200]  det=skip  para=0.0000  raw_rwd=0.1238±0.0109  rwd=0.1238
2026-04-13 11:19:29,028  INFO    per-gen rewards: deepseek=0.113  falcon3-=0.130  gemini-1=0.128  gemini-2=0.120  gemini-p=0.116  gemini-p=0.129  gpt-3.5-=0.128  gpt-4-tu=0.122  gpt-4-tu=0.122  gpt-4.5-=0.125  gpt-4o=0.123  gpt-4o-m=0.117  llama-2-=0.134  llama-2-=0.117  llama-3.=0.119  llama-3.=0.143  ministra=0.123  mistral-=0.137  mixtral-=0.120  o3-mini=0.126  qwen1.5-=0.129  text-bis=0.115
2026-04-13 11:19:43,946  INFO  [Step   52/200]  det=skip  para=-0.0000  raw_rwd=0.1271±0.0114  rwd=0.1271
2026-04-13 11:19:43,946  INFO    per-gen rewards: deepseek=0.123  falcon3-=0.134  gemini-1=0.129  gemini-2=0.120  gemini-p=0.128  gemini-p=0.131  gpt-3.5-=0.129  gpt-4-tu=0.124  gpt-4-tu=0.134  gpt-4.5-=0.127  gpt-4o=0.126  gpt-4o-m=0.130  llama-2-=0.126  llama-2-=0.114  llama-3.=0.130  llama-3.=0.120  ministra=0.119  mistral-=0.142  mixtral-=0.127  o3-mini=0.135  qwen1.5-=0.120  text-bis=0.116
2026-04-13 11:19:59,048  INFO  [Step   53/200]  det=skip  para=0.0031  raw_rwd=0.1221±0.0108  rwd=0.1221
2026-04-13 11:19:59,049  INFO    per-gen rewards: deepseek=0.128  falcon3-=0.122  gemini-1=0.120  gemini-2=0.122  gemini-p=0.112  gemini-p=0.125  gpt-3.5-=0.122  gpt-4-tu=0.130  gpt-4-tu=0.120  gpt-4.5-=0.116  gpt-4o=0.119  gpt-4o-m=0.122  llama-2-=0.122  llama-2-=0.110  llama-3.=0.124  llama-3.=0.148  ministra=0.118  mistral-=0.115  mixtral-=0.128  o3-mini=0.123  qwen1.5-=0.123  text-bis=0.105
2026-04-13 11:20:13,787  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 11:20:13,788  INFO  [Step   54/200]  det=skip  para=-0.0000  raw_rwd=0.1258±0.0101  rwd=0.1258
2026-04-13 11:20:13,788  INFO    per-gen rewards: deepseek=0.135  falcon3-=0.130  gemini-1=0.118  gemini-2=0.117  gemini-p=0.115  gemini-p=0.132  gpt-3.5-=0.125  gpt-4-tu=0.146  gpt-4-tu=0.138  gpt-4.5-=0.133  gpt-4o=0.127  gpt-4o-m=0.124  llama-2-=0.118  llama-2-=0.156  llama-3.=0.122  llama-3.=0.121  ministra=0.131  mistral-=0.127  mixtral-=0.141  o3-mini=0.124  qwen1.5-=0.119  text-bis=0.113
2026-04-13 11:20:28,507  INFO  [Step   55/200]  det=skip  para=0.0000  raw_rwd=0.1220±0.0097  rwd=0.1220
2026-04-13 11:20:28,507  INFO    per-gen rewards: deepseek=0.121  falcon3-=0.135  gemini-1=0.118  gemini-2=0.121  gemini-p=0.115  gemini-p=0.114  gpt-3.5-=0.120  gpt-4-tu=0.128  gpt-4-tu=0.126  gpt-4.5-=0.111  gpt-4o=0.113  gpt-4o-m=0.128  llama-2-=0.123  llama-2-=0.115  llama-3.=0.122  llama-3.=0.138  ministra=0.119  mistral-=0.124  mixtral-=0.135  o3-mini=0.122  qwen1.5-=0.112  text-bis=0.129
2026-04-13 11:25:12,168  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 11:25:12,168  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 11:25:12,168  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 11:25:12,168  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 11:25:12,168  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 11:25:12,168  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 11:25:12,169  INFO    │  gemini-pro                  0.9851
2026-04-13 11:25:12,169  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 11:25:12,169  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 11:25:12,169  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 11:25:12,169  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 11:25:12,169  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 11:25:12,169  INFO    │  gpt-4o                      0.9999
2026-04-13 11:25:12,169  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 11:25:12,169  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 11:25:12,169  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 11:25:12,169  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 11:25:12,169  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 11:25:12,169  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 11:25:12,169  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 11:25:12,169  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 11:25:12,169  INFO    │  o3-mini                     0.9999
2026-04-13 11:25:12,169  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 11:25:12,169  INFO    │  text-bison-002              0.9992
2026-04-13 11:25:12,169  INFO    │  (prev best)                  0.9960
2026-04-13 11:25:12,169  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 11:25:12,169  INFO    │  article_deletion            0.9981  ~
2026-04-13 11:25:12,169  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 11:25:12,169  INFO    │  misspelling                 0.9995  ~
2026-04-13 11:25:12,169  INFO    │  no_attack                   0.9966  ~
2026-04-13 11:25:12,169  INFO    │  synonym_replacement         0.9997  ~
2026-04-13 11:25:12,169  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 11:25:12,169  INFO    └─────────────────────────────────────────────┘
2026-04-13 11:25:12,169  INFO    No improvement (4/25)  best=0.9960

2026-04-13 11:25:27,078  INFO  [Step   56/200]  det=skip  para=0.0101  raw_rwd=0.1267±0.0132  rwd=0.1267
2026-04-13 11:25:27,078  INFO    per-gen rewards: deepseek=0.130  falcon3-=0.141  gemini-1=0.124  gemini-2=0.132  gemini-p=0.123  gemini-p=0.117  gpt-3.5-=0.118  gpt-4-tu=0.124  gpt-4-tu=0.129  gpt-4.5-=0.135  gpt-4o=0.128  gpt-4o-m=0.121  llama-2-=0.107  llama-2-=0.149  llama-3.=0.125  llama-3.=0.128  ministra=0.125  mistral-=0.127  mixtral-=0.125  o3-mini=0.134  qwen1.5-=0.126  text-bis=0.110
2026-04-13 11:25:41,558  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 11:25:41,558  INFO  [Step   57/200]  det=skip  para=0.0000  raw_rwd=0.1246±0.0103  rwd=0.1246
2026-04-13 11:25:41,559  INFO    per-gen rewards: deepseek=0.124  falcon3-=0.122  gemini-1=0.121  gemini-2=0.124  gemini-p=0.138  gemini-p=0.133  gpt-3.5-=0.128  gpt-4-tu=0.131  gpt-4-tu=0.120  gpt-4.5-=0.129  gpt-4o=0.127  gpt-4o-m=0.125  llama-2-=0.119  llama-2-=0.108  llama-3.=0.126  llama-3.=0.122  ministra=0.117  mistral-=0.138  mixtral-=0.116  o3-mini=0.130  qwen1.5-=0.131  text-bis=0.113
2026-04-13 11:25:56,353  INFO  [Step   58/200]  det=skip  para=0.0019  raw_rwd=0.1239±0.0110  rwd=0.1239
2026-04-13 11:25:56,354  INFO    per-gen rewards: deepseek=0.122  falcon3-=0.131  gemini-1=0.132  gemini-2=0.125  gemini-p=0.127  gemini-p=0.122  gpt-3.5-=0.119  gpt-4-tu=0.114  gpt-4-tu=0.111  gpt-4.5-=0.131  gpt-4o=0.126  gpt-4o-m=0.119  llama-2-=0.118  llama-2-=0.138  llama-3.=0.126  llama-3.=0.124  ministra=0.121  mistral-=0.107  mixtral-=0.134  o3-mini=0.122  qwen1.5-=0.124  text-bis=0.131
2026-04-13 11:26:10,979  INFO  [Step   59/200]  det=skip  para=0.0580  raw_rwd=0.1266±0.0198  rwd=0.1266
2026-04-13 11:26:10,979  INFO    per-gen rewards: deepseek=0.124  falcon3-=0.129  gemini-1=0.125  gemini-2=0.123  gemini-p=0.121  gemini-p=0.162  gpt-3.5-=0.122  gpt-4-tu=0.102  gpt-4-tu=0.115  gpt-4.5-=0.119  gpt-4o=0.146  gpt-4o-m=0.121  llama-2-=0.125  llama-2-=0.122  llama-3.=0.119  llama-3.=0.127  ministra=0.135  mistral-=0.133  mixtral-=0.145  o3-mini=0.117  qwen1.5-=0.125  text-bis=0.134
2026-04-13 11:26:25,485  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 11:26:25,486  INFO  [Step   60/200]  det=skip  para=-0.0000  raw_rwd=0.1239±0.0100  rwd=0.1239
2026-04-13 11:26:25,486  INFO    per-gen rewards: deepseek=0.119  falcon3-=0.115  gemini-1=0.129  gemini-2=0.121  gemini-p=0.120  gemini-p=0.121  gpt-3.5-=0.122  gpt-4-tu=0.114  gpt-4-tu=0.136  gpt-4.5-=0.138  gpt-4o=0.123  gpt-4o-m=0.122  llama-2-=0.143  llama-2-=0.134  llama-3.=0.128  llama-3.=0.128  ministra=0.126  mistral-=0.121  mixtral-=0.122  o3-mini=0.120  qwen1.5-=0.119  text-bis=0.142
2026-04-13 11:31:09,371  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 11:31:09,371  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 11:31:09,371  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 11:31:09,371  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 11:31:09,371  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 11:31:09,371  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 11:31:09,371  INFO    │  gemini-pro                  0.9851
2026-04-13 11:31:09,371  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 11:31:09,371  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 11:31:09,371  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 11:31:09,371  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 11:31:09,371  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 11:31:09,371  INFO    │  gpt-4o                      0.9999
2026-04-13 11:31:09,371  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 11:31:09,372  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 11:31:09,372  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 11:31:09,372  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 11:31:09,372  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 11:31:09,372  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 11:31:09,372  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 11:31:09,372  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 11:31:09,372  INFO    │  o3-mini                     0.9999
2026-04-13 11:31:09,372  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 11:31:09,372  INFO    │  text-bison-002              0.9992
2026-04-13 11:31:09,372  INFO    │  (prev best)                  0.9960
2026-04-13 11:31:09,372  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 11:31:09,372  INFO    │  article_deletion            0.9980  ~
2026-04-13 11:31:09,372  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 11:31:09,372  INFO    │  misspelling                 0.9997  ~
2026-04-13 11:31:09,372  INFO    │  no_attack                   0.9966  ~
2026-04-13 11:31:09,372  INFO    │  synonym_replacement         0.9997  ~
2026-04-13 11:31:09,372  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 11:31:09,372  INFO    └─────────────────────────────────────────────┘
2026-04-13 11:31:09,372  INFO    No improvement (5/25)  best=0.9960

2026-04-13 11:31:24,107  INFO  [Step   61/200]  det=skip  para=0.0089  raw_rwd=0.1257±0.0107  rwd=0.1257
2026-04-13 11:31:24,107  INFO    per-gen rewards: deepseek=0.128  falcon3-=0.131  gemini-1=0.121  gemini-2=0.124  gemini-p=0.136  gemini-p=0.130  gpt-3.5-=0.131  gpt-4-tu=0.108  gpt-4-tu=0.125  gpt-4.5-=0.124  gpt-4o=0.128  gpt-4o-m=0.126  llama-2-=0.126  llama-2-=0.114  llama-3.=0.124  llama-3.=0.121  ministra=0.125  mistral-=0.130  mixtral-=0.128  o3-mini=0.120  qwen1.5-=0.117  text-bis=0.141
2026-04-13 11:31:38,560  INFO  [Step   62/200]  det=skip  para=0.0007  raw_rwd=0.1243±0.0108  rwd=0.1243
2026-04-13 11:31:38,560  INFO    per-gen rewards: deepseek=0.129  falcon3-=0.127  gemini-1=0.127  gemini-2=0.118  gemini-p=0.139  gemini-p=0.157  gpt-3.5-=0.125  gpt-4-tu=0.109  gpt-4-tu=0.116  gpt-4.5-=0.123  gpt-4o=0.126  gpt-4o-m=0.128  llama-2-=0.146  llama-2-=0.134  llama-3.=0.122  llama-3.=0.121  ministra=0.120  mistral-=0.121  mixtral-=0.131  o3-mini=0.118  qwen1.5-=0.111  text-bis=0.117
2026-04-13 11:31:53,063  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 11:31:53,064  INFO  [Step   63/200]  det=skip  para=-0.0000  raw_rwd=0.1269±0.0113  rwd=0.1269
2026-04-13 11:31:53,064  INFO    per-gen rewards: deepseek=0.129  falcon3-=0.130  gemini-1=0.128  gemini-2=0.125  gemini-p=0.114  gemini-p=0.140  gpt-3.5-=0.130  gpt-4-tu=0.109  gpt-4-tu=0.128  gpt-4.5-=0.121  gpt-4o=0.131  gpt-4o-m=0.123  llama-2-=0.128  llama-2-=0.127  llama-3.=0.133  llama-3.=0.121  ministra=0.129  mistral-=0.111  mixtral-=0.132  o3-mini=0.121  qwen1.5-=0.121  text-bis=0.123
2026-04-13 11:32:07,539  INFO  [Step   64/200]  det=skip  para=0.0000  raw_rwd=0.1236±0.0116  rwd=0.1236
2026-04-13 11:32:07,539  INFO    per-gen rewards: deepseek=0.134  falcon3-=0.123  gemini-1=0.118  gemini-2=0.132  gemini-p=0.122  gemini-p=0.117  gpt-3.5-=0.119  gpt-4-tu=0.125  gpt-4-tu=0.109  gpt-4.5-=0.110  gpt-4o=0.119  gpt-4o-m=0.124  llama-2-=0.146  llama-2-=0.123  llama-3.=0.121  llama-3.=0.114  ministra=0.128  mistral-=0.124  mixtral-=0.125  o3-mini=0.127  qwen1.5-=0.139  text-bis=0.104
2026-04-13 11:32:22,299  INFO  [Step   65/200]  det=skip  para=0.0514  raw_rwd=0.1239±0.0192  rwd=0.1239
2026-04-13 11:32:22,299  INFO    per-gen rewards: deepseek=0.121  falcon3-=0.121  gemini-1=0.123  gemini-2=0.114  gemini-p=0.143  gemini-p=0.127  gpt-3.5-=0.120  gpt-4-tu=0.108  gpt-4-tu=0.105  gpt-4.5-=0.113  gpt-4o=0.120  gpt-4o-m=0.130  llama-2-=0.111  llama-2-=0.136  llama-3.=0.125  llama-3.=0.107  ministra=0.149  mistral-=0.120  mixtral-=0.124  o3-mini=0.131  qwen1.5-=0.117  text-bis=0.118
2026-04-13 11:37:05,949  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 11:37:05,949  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 11:37:05,949  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 11:37:05,949  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 11:37:05,949  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 11:37:05,949  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 11:37:05,949  INFO    │  gemini-pro                  0.9851
2026-04-13 11:37:05,949  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 11:37:05,949  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 11:37:05,949  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 11:37:05,949  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 11:37:05,949  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 11:37:05,949  INFO    │  gpt-4o                      0.9999
2026-04-13 11:37:05,949  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 11:37:05,950  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 11:37:05,950  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 11:37:05,950  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 11:37:05,950  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 11:37:05,950  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 11:37:05,950  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 11:37:05,950  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 11:37:05,950  INFO    │  o3-mini                     0.9999
2026-04-13 11:37:05,950  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 11:37:05,950  INFO    │  text-bison-002              0.9992
2026-04-13 11:37:05,950  INFO    │  (prev best)                  0.9960
2026-04-13 11:37:05,950  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 11:37:05,950  INFO    │  article_deletion            0.9981  ~
2026-04-13 11:37:05,950  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 11:37:05,950  INFO    │  misspelling                 0.9997  ~
2026-04-13 11:37:05,950  INFO    │  no_attack                   0.9966  ~
2026-04-13 11:37:05,950  INFO    │  synonym_replacement         0.9997  ~
2026-04-13 11:37:05,950  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 11:37:05,950  INFO    └─────────────────────────────────────────────┘
2026-04-13 11:37:05,950  INFO    No improvement (6/25)  best=0.9960

2026-04-13 11:37:20,883  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 11:37:20,883  INFO  [Step   66/200]  det=skip  para=-0.0000  raw_rwd=0.1258±0.0113  rwd=0.1258
2026-04-13 11:37:20,883  INFO    per-gen rewards: deepseek=0.130  falcon3-=0.127  gemini-1=0.144  gemini-2=0.128  gemini-p=0.128  gemini-p=0.116  gpt-3.5-=0.121  gpt-4-tu=0.111  gpt-4-tu=0.113  gpt-4.5-=0.128  gpt-4o=0.126  gpt-4o-m=0.122  llama-2-=0.121  llama-2-=0.102  llama-3.=0.122  llama-3.=0.128  ministra=0.121  mistral-=0.118  mixtral-=0.129  o3-mini=0.130  qwen1.5-=0.140  text-bis=0.123
2026-04-13 11:37:35,515  INFO  [Step   67/200]  det=skip  para=0.0101  raw_rwd=0.1255±0.0129  rwd=0.1255
2026-04-13 11:37:35,515  INFO    per-gen rewards: deepseek=0.139  falcon3-=0.126  gemini-1=0.123  gemini-2=0.124  gemini-p=0.112  gemini-p=0.103  gpt-3.5-=0.133  gpt-4-tu=0.123  gpt-4-tu=0.134  gpt-4.5-=0.143  gpt-4o=0.126  gpt-4o-m=0.119  llama-2-=0.123  llama-2-=0.119  llama-3.=0.125  llama-3.=0.125  ministra=0.120  mistral-=0.119  mixtral-=0.120  o3-mini=0.128  qwen1.5-=0.130  text-bis=0.131
2026-04-13 11:37:50,185  INFO  [Step   68/200]  det=skip  para=-0.0000  raw_rwd=0.1233±0.0095  rwd=0.1233
2026-04-13 11:37:50,186  INFO    per-gen rewards: deepseek=0.129  falcon3-=0.129  gemini-1=0.122  gemini-2=0.116  gemini-p=0.132  gemini-p=0.135  gpt-3.5-=0.120  gpt-4-tu=0.122  gpt-4-tu=0.123  gpt-4.5-=0.122  gpt-4o=0.120  gpt-4o-m=0.133  llama-2-=0.115  llama-2-=0.134  llama-3.=0.122  llama-3.=0.127  ministra=0.126  mistral-=0.112  mixtral-=0.123  o3-mini=0.117  qwen1.5-=0.121  text-bis=0.113
2026-04-13 11:38:05,105  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 11:38:05,106  INFO  [Step   69/200]  det=skip  para=-0.0000  raw_rwd=0.1244±0.0101  rwd=0.1244
2026-04-13 11:38:05,106  INFO    per-gen rewards: deepseek=0.119  falcon3-=0.133  gemini-1=0.121  gemini-2=0.122  gemini-p=0.134  gemini-p=0.128  gpt-3.5-=0.130  gpt-4-tu=0.127  gpt-4-tu=0.118  gpt-4.5-=0.129  gpt-4o=0.127  gpt-4o-m=0.123  llama-2-=0.109  llama-2-=0.105  llama-3.=0.128  llama-3.=0.137  ministra=0.125  mistral-=0.112  mixtral-=0.122  o3-mini=0.116  qwen1.5-=0.133  text-bis=0.122
2026-04-13 11:38:19,747  INFO  [Step   70/200]  det=skip  para=0.0005  raw_rwd=0.1252±0.0113  rwd=0.1252
2026-04-13 11:38:19,748  INFO    per-gen rewards: deepseek=0.116  falcon3-=0.133  gemini-1=0.127  gemini-2=0.131  gemini-p=0.118  gemini-p=0.118  gpt-3.5-=0.124  gpt-4-tu=0.114  gpt-4-tu=0.133  gpt-4.5-=0.118  gpt-4o=0.121  gpt-4o-m=0.120  llama-2-=0.126  llama-2-=0.135  llama-3.=0.118  llama-3.=0.124  ministra=0.138  mistral-=0.132  mixtral-=0.120  o3-mini=0.129  qwen1.5-=0.132  text-bis=0.121
2026-04-13 11:43:03,652  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 11:43:03,652  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 11:43:03,652  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 11:43:03,652  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 11:43:03,652  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 11:43:03,652  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 11:43:03,652  INFO    │  gemini-pro                  0.9851
2026-04-13 11:43:03,652  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 11:43:03,652  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 11:43:03,652  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 11:43:03,652  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 11:43:03,653  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 11:43:03,653  INFO    │  gpt-4o                      0.9999
2026-04-13 11:43:03,653  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 11:43:03,653  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 11:43:03,653  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 11:43:03,653  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 11:43:03,653  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 11:43:03,653  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 11:43:03,653  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 11:43:03,653  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 11:43:03,653  INFO    │  o3-mini                     0.9999
2026-04-13 11:43:03,653  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 11:43:03,653  INFO    │  text-bison-002              0.9992
2026-04-13 11:43:03,653  INFO    │  (prev best)                  0.9960
2026-04-13 11:43:03,653  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 11:43:03,653  INFO    │  article_deletion            0.9983  ~
2026-04-13 11:43:03,653  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 11:43:03,653  INFO    │  misspelling                 0.9995  ~
2026-04-13 11:43:03,653  INFO    │  no_attack                   0.9966  ~
2026-04-13 11:43:03,653  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 11:43:03,653  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 11:43:03,653  INFO    └─────────────────────────────────────────────┘
2026-04-13 11:43:03,653  INFO    No improvement (7/25)  best=0.9960

2026-04-13 11:43:18,416  INFO  [Step   71/200]  det=skip  para=0.0000  raw_rwd=0.1227±0.0100  rwd=0.1227
2026-04-13 11:43:18,416  INFO    per-gen rewards: deepseek=0.129  falcon3-=0.111  gemini-1=0.118  gemini-2=0.121  gemini-p=0.123  gemini-p=0.146  gpt-3.5-=0.124  gpt-4-tu=0.122  gpt-4-tu=0.127  gpt-4.5-=0.125  gpt-4o=0.128  gpt-4o-m=0.124  llama-2-=0.121  llama-2-=0.120  llama-3.=0.120  llama-3.=0.108  ministra=0.122  mistral-=0.115  mixtral-=0.122  o3-mini=0.122  qwen1.5-=0.146  text-bis=0.134
2026-04-13 11:43:32,826  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 11:43:32,826  INFO  [Step   72/200]  det=skip  para=0.0050  raw_rwd=0.1232±0.0125  rwd=0.1232
2026-04-13 11:43:32,826  INFO    per-gen rewards: deepseek=0.132  falcon3-=0.126  gemini-1=0.121  gemini-2=0.113  gemini-p=0.145  gemini-p=0.099  gpt-3.5-=0.130  gpt-4-tu=0.126  gpt-4-tu=0.129  gpt-4.5-=0.136  gpt-4o=0.128  gpt-4o-m=0.121  llama-2-=0.122  llama-2-=0.123  llama-3.=0.123  llama-3.=0.121  ministra=0.121  mistral-=0.111  mixtral-=0.134  o3-mini=0.116  qwen1.5-=0.115  text-bis=0.117
2026-04-13 11:43:47,386  INFO  [Step   73/200]  det=skip  para=-0.0000  raw_rwd=0.1246±0.0098  rwd=0.1246
2026-04-13 11:43:47,386  INFO    per-gen rewards: deepseek=0.117  falcon3-=0.126  gemini-1=0.127  gemini-2=0.126  gemini-p=0.124  gemini-p=0.134  gpt-3.5-=0.122  gpt-4-tu=0.116  gpt-4-tu=0.135  gpt-4.5-=0.126  gpt-4o=0.125  gpt-4o-m=0.126  llama-2-=0.118  llama-2-=0.134  llama-3.=0.128  llama-3.=0.126  ministra=0.123  mistral-=0.117  mixtral-=0.126  o3-mini=0.121  qwen1.5-=0.121  text-bis=0.132
2026-04-13 11:44:01,979  INFO  [Step   74/200]  det=skip  para=0.0070  raw_rwd=0.1266±0.0136  rwd=0.1266
2026-04-13 11:44:01,979  INFO    per-gen rewards: deepseek=0.130  falcon3-=0.118  gemini-1=0.127  gemini-2=0.120  gemini-p=0.139  gemini-p=0.120  gpt-3.5-=0.133  gpt-4-tu=0.129  gpt-4-tu=0.126  gpt-4.5-=0.114  gpt-4o=0.128  gpt-4o-m=0.125  llama-2-=0.112  llama-2-=0.118  llama-3.=0.129  llama-3.=0.127  ministra=0.132  mistral-=0.111  mixtral-=0.135  o3-mini=0.136  qwen1.5-=0.111  text-bis=0.106
2026-04-13 11:44:16,901  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 11:44:16,901  INFO  [Step   75/200]  det=skip  para=0.0006  raw_rwd=0.1255±0.0129  rwd=0.1255
2026-04-13 11:44:16,901  INFO    per-gen rewards: deepseek=0.122  falcon3-=0.122  gemini-1=0.120  gemini-2=0.120  gemini-p=0.141  gemini-p=0.120  gpt-3.5-=0.126  gpt-4-tu=0.139  gpt-4-tu=0.115  gpt-4.5-=0.127  gpt-4o=0.128  gpt-4o-m=0.124  llama-2-=0.120  llama-2-=0.141  llama-3.=0.130  llama-3.=0.125  ministra=0.118  mistral-=0.113  mixtral-=0.131  o3-mini=0.139  qwen1.5-=0.121  text-bis=0.132
2026-04-13 11:49:00,238  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 11:49:00,238  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 11:49:00,238  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 11:49:00,238  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 11:49:00,238  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 11:49:00,238  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 11:49:00,238  INFO    │  gemini-pro                  0.9851
2026-04-13 11:49:00,238  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 11:49:00,238  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 11:49:00,239  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 11:49:00,239  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 11:49:00,239  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 11:49:00,239  INFO    │  gpt-4o                      0.9999
2026-04-13 11:49:00,239  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 11:49:00,239  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 11:49:00,239  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 11:49:00,239  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 11:49:00,239  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 11:49:00,239  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 11:49:00,239  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 11:49:00,239  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 11:49:00,239  INFO    │  o3-mini                     0.9999
2026-04-13 11:49:00,239  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 11:49:00,239  INFO    │  text-bison-002              0.9992
2026-04-13 11:49:00,239  INFO    │  (prev best)                  0.9960
2026-04-13 11:49:00,239  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 11:49:00,239  INFO    │  article_deletion            0.9983  ~
2026-04-13 11:49:00,239  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 11:49:00,239  INFO    │  misspelling                 0.9998  ~
2026-04-13 11:49:00,239  INFO    │  no_attack                   0.9966  ~
2026-04-13 11:49:00,239  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 11:49:00,239  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 11:49:00,239  INFO    └─────────────────────────────────────────────┘
2026-04-13 11:49:00,239  INFO    No improvement (8/25)  best=0.9960

2026-04-13 11:49:15,149  INFO  [Step   76/200]  det=skip  para=0.0610  raw_rwd=0.1283±0.0226  rwd=0.1283
2026-04-13 11:49:15,150  INFO    per-gen rewards: deepseek=0.126  falcon3-=0.116  gemini-1=0.124  gemini-2=0.116  gemini-p=0.128  gemini-p=0.129  gpt-3.5-=0.124  gpt-4-tu=0.126  gpt-4-tu=0.150  gpt-4.5-=0.126  gpt-4o=0.137  gpt-4o-m=0.124  llama-2-=0.123  llama-2-=0.121  llama-3.=0.124  llama-3.=0.129  ministra=0.157  mistral-=0.132  mixtral-=0.147  o3-mini=0.131  qwen1.5-=0.117  text-bis=0.122
2026-04-13 11:49:29,826  INFO  [Step   77/200]  det=skip  para=0.0000  raw_rwd=0.1232±0.0108  rwd=0.1232
2026-04-13 11:49:29,827  INFO    per-gen rewards: deepseek=0.122  falcon3-=0.120  gemini-1=0.121  gemini-2=0.128  gemini-p=0.131  gemini-p=0.132  gpt-3.5-=0.120  gpt-4-tu=0.122  gpt-4-tu=0.130  gpt-4.5-=0.114  gpt-4o=0.123  gpt-4o-m=0.116  llama-2-=0.132  llama-2-=0.152  llama-3.=0.126  llama-3.=0.129  ministra=0.125  mistral-=0.118  mixtral-=0.115  o3-mini=0.125  qwen1.5-=0.118  text-bis=0.124
2026-04-13 11:49:44,612  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 11:49:44,612  INFO  [Step   78/200]  det=skip  para=-0.0000  raw_rwd=0.1236±0.0117  rwd=0.1236
2026-04-13 11:49:44,612  INFO    per-gen rewards: deepseek=0.119  falcon3-=0.121  gemini-1=0.125  gemini-2=0.117  gemini-p=0.119  gemini-p=0.123  gpt-3.5-=0.125  gpt-4-tu=0.123  gpt-4-tu=0.138  gpt-4.5-=0.129  gpt-4o=0.125  gpt-4o-m=0.122  llama-2-=0.116  llama-2-=0.139  llama-3.=0.122  llama-3.=0.120  ministra=0.133  mistral-=0.098  mixtral-=0.130  o3-mini=0.122  qwen1.5-=0.138  text-bis=0.131
2026-04-13 11:49:59,234  INFO  [Step   79/200]  det=skip  para=-0.0000  raw_rwd=0.1239±0.0111  rwd=0.1239
2026-04-13 11:49:59,234  INFO    per-gen rewards: deepseek=0.128  falcon3-=0.123  gemini-1=0.125  gemini-2=0.115  gemini-p=0.118  gemini-p=0.126  gpt-3.5-=0.122  gpt-4-tu=0.128  gpt-4-tu=0.110  gpt-4.5-=0.110  gpt-4o=0.122  gpt-4o-m=0.135  llama-2-=0.132  llama-2-=0.128  llama-3.=0.126  llama-3.=0.111  ministra=0.128  mistral-=0.122  mixtral-=0.114  o3-mini=0.127  qwen1.5-=0.124  text-bis=0.109
2026-04-13 11:50:13,802  INFO  [Step   80/200]  det=skip  para=0.0000  raw_rwd=0.1232±0.0112  rwd=0.1232
2026-04-13 11:50:13,803  INFO    per-gen rewards: deepseek=0.123  falcon3-=0.119  gemini-1=0.125  gemini-2=0.120  gemini-p=0.124  gemini-p=0.141  gpt-3.5-=0.123  gpt-4-tu=0.133  gpt-4-tu=0.123  gpt-4.5-=0.112  gpt-4o=0.130  gpt-4o-m=0.124  llama-2-=0.124  llama-2-=0.104  llama-3.=0.121  llama-3.=0.130  ministra=0.121  mistral-=0.107  mixtral-=0.137  o3-mini=0.120  qwen1.5-=0.110  text-bis=0.139
2026-04-13 11:54:56,946  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 11:54:56,946  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 11:54:56,947  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 11:54:56,947  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 11:54:56,947  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 11:54:56,947  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 11:54:56,947  INFO    │  gemini-pro                  0.9851
2026-04-13 11:54:56,947  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 11:54:56,947  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 11:54:56,947  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 11:54:56,947  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 11:54:56,947  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 11:54:56,947  INFO    │  gpt-4o                      0.9999
2026-04-13 11:54:56,947  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 11:54:56,947  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 11:54:56,947  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 11:54:56,947  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 11:54:56,947  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 11:54:56,947  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 11:54:56,947  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 11:54:56,947  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 11:54:56,947  INFO    │  o3-mini                     0.9999
2026-04-13 11:54:56,947  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 11:54:56,947  INFO    │  text-bison-002              0.9992
2026-04-13 11:54:56,947  INFO    │  (prev best)                  0.9960
2026-04-13 11:54:56,947  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 11:54:56,947  INFO    │  article_deletion            0.9981  ~
2026-04-13 11:54:56,947  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 11:54:56,947  INFO    │  misspelling                 0.9998  ~
2026-04-13 11:54:56,947  INFO    │  no_attack                   0.9966  ~
2026-04-13 11:54:56,947  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 11:54:56,947  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 11:54:56,947  INFO    └─────────────────────────────────────────────┘
2026-04-13 11:54:56,947  INFO    No improvement (9/25)  best=0.9960

2026-04-13 11:55:11,679  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 11:55:11,680  INFO  [Step   81/200]  det=skip  para=0.0000  raw_rwd=0.1225±0.0109  rwd=0.1225
2026-04-13 11:55:11,680  INFO    per-gen rewards: deepseek=0.124  falcon3-=0.120  gemini-1=0.120  gemini-2=0.127  gemini-p=0.152  gemini-p=0.121  gpt-3.5-=0.127  gpt-4-tu=0.131  gpt-4-tu=0.136  gpt-4.5-=0.109  gpt-4o=0.117  gpt-4o-m=0.119  llama-2-=0.111  llama-2-=0.132  llama-3.=0.118  llama-3.=0.116  ministra=0.128  mistral-=0.114  mixtral-=0.124  o3-mini=0.125  qwen1.5-=0.126  text-bis=0.113
2026-04-13 11:55:26,395  INFO  [Step   82/200]  det=skip  para=-0.0000  raw_rwd=0.1243±0.0112  rwd=0.1243
2026-04-13 11:55:26,395  INFO    per-gen rewards: deepseek=0.124  falcon3-=0.128  gemini-1=0.122  gemini-2=0.126  gemini-p=0.138  gemini-p=0.140  gpt-3.5-=0.128  gpt-4-tu=0.140  gpt-4-tu=0.115  gpt-4.5-=0.127  gpt-4o=0.121  gpt-4o-m=0.118  llama-2-=0.115  llama-2-=0.148  llama-3.=0.118  llama-3.=0.131  ministra=0.121  mistral-=0.121  mixtral-=0.126  o3-mini=0.125  qwen1.5-=0.120  text-bis=0.133
2026-04-13 11:55:40,857  INFO  [Step   83/200]  det=skip  para=0.0000  raw_rwd=0.1228±0.0123  rwd=0.1228
2026-04-13 11:55:40,858  INFO    per-gen rewards: deepseek=0.120  falcon3-=0.134  gemini-1=0.118  gemini-2=0.117  gemini-p=0.116  gemini-p=0.146  gpt-3.5-=0.123  gpt-4-tu=0.140  gpt-4-tu=0.131  gpt-4.5-=0.118  gpt-4o=0.118  gpt-4o-m=0.117  llama-2-=0.142  llama-2-=0.126  llama-3.=0.122  llama-3.=0.141  ministra=0.116  mistral-=0.134  mixtral-=0.115  o3-mini=0.124  qwen1.5-=0.119  text-bis=0.140
2026-04-13 11:55:55,609  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 11:55:55,609  INFO  [Step   84/200]  det=skip  para=0.0606  raw_rwd=0.1280±0.0237  rwd=0.1280
2026-04-13 11:55:55,609  INFO    per-gen rewards: deepseek=0.125  falcon3-=0.130  gemini-1=0.132  gemini-2=0.127  gemini-p=0.145  gemini-p=0.110  gpt-3.5-=0.128  gpt-4-tu=0.134  gpt-4-tu=0.132  gpt-4.5-=0.113  gpt-4o=0.120  gpt-4o-m=0.157  llama-2-=0.135  llama-2-=0.113  llama-3.=0.126  llama-3.=0.119  ministra=0.127  mistral-=0.122  mixtral-=0.102  o3-mini=0.119  qwen1.5-=0.128  text-bis=0.122
2026-04-13 11:56:10,223  INFO  [Step   85/200]  det=skip  para=0.0056  raw_rwd=0.1250±0.0122  rwd=0.1250
2026-04-13 11:56:10,224  INFO    per-gen rewards: deepseek=0.118  falcon3-=0.126  gemini-1=0.121  gemini-2=0.126  gemini-p=0.119  gemini-p=0.147  gpt-3.5-=0.125  gpt-4-tu=0.115  gpt-4-tu=0.123  gpt-4.5-=0.155  gpt-4o=0.129  gpt-4o-m=0.123  llama-2-=0.108  llama-2-=0.110  llama-3.=0.128  llama-3.=0.125  ministra=0.121  mistral-=0.141  mixtral-=0.126  o3-mini=0.132  qwen1.5-=0.108  text-bis=0.125
2026-04-13 12:00:55,330  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 12:00:55,330  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 12:00:55,330  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 12:00:55,330  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 12:00:55,330  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 12:00:55,330  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 12:00:55,330  INFO    │  gemini-pro                  0.9851
2026-04-13 12:00:55,330  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 12:00:55,330  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 12:00:55,330  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 12:00:55,330  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 12:00:55,330  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 12:00:55,330  INFO    │  gpt-4o                      0.9999
2026-04-13 12:00:55,330  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 12:00:55,330  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 12:00:55,330  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 12:00:55,330  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 12:00:55,330  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 12:00:55,331  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 12:00:55,331  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 12:00:55,331  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 12:00:55,331  INFO    │  o3-mini                     0.9999
2026-04-13 12:00:55,331  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 12:00:55,331  INFO    │  text-bison-002              0.9992
2026-04-13 12:00:55,331  INFO    │  (prev best)                  0.9960
2026-04-13 12:00:55,331  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 12:00:55,331  INFO    │  article_deletion            0.9982  ~
2026-04-13 12:00:55,331  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 12:00:55,331  INFO    │  misspelling                 0.9996  ~
2026-04-13 12:00:55,331  INFO    │  no_attack                   0.9966  ~
2026-04-13 12:00:55,331  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 12:00:55,331  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 12:00:55,331  INFO    └─────────────────────────────────────────────┘
2026-04-13 12:00:55,331  INFO    No improvement (10/25)  best=0.9960

2026-04-13 12:01:10,468  INFO  [Step   86/200]  det=skip  para=0.0186  raw_rwd=0.1236±0.0124  rwd=0.1236
2026-04-13 12:01:10,468  INFO    per-gen rewards: deepseek=0.123  falcon3-=0.123  gemini-1=0.122  gemini-2=0.117  gemini-p=0.119  gemini-p=0.134  gpt-3.5-=0.118  gpt-4-tu=0.122  gpt-4-tu=0.148  gpt-4.5-=0.143  gpt-4o=0.121  gpt-4o-m=0.117  llama-2-=0.168  llama-2-=0.131  llama-3.=0.127  llama-3.=0.138  ministra=0.123  mistral-=0.124  mixtral-=0.137  o3-mini=0.121  qwen1.5-=0.130  text-bis=0.122
2026-04-13 12:01:25,285  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 12:01:25,286  INFO  [Step   87/200]  det=skip  para=0.0057  raw_rwd=0.1254±0.0127  rwd=0.1254
2026-04-13 12:01:25,286  INFO    per-gen rewards: deepseek=0.124  falcon3-=0.125  gemini-1=0.129  gemini-2=0.125  gemini-p=0.137  gemini-p=0.117  gpt-3.5-=0.118  gpt-4-tu=0.131  gpt-4-tu=0.142  gpt-4.5-=0.117  gpt-4o=0.122  gpt-4o-m=0.123  llama-2-=0.107  llama-2-=0.136  llama-3.=0.128  llama-3.=0.127  ministra=0.124  mistral-=0.125  mixtral-=0.150  o3-mini=0.130  qwen1.5-=0.142  text-bis=0.118
2026-04-13 12:01:40,180  INFO  [Step   88/200]  det=skip  para=0.0021  raw_rwd=0.1250±0.0119  rwd=0.1250
2026-04-13 12:01:40,180  INFO    per-gen rewards: deepseek=0.121  falcon3-=0.125  gemini-1=0.130  gemini-2=0.126  gemini-p=0.136  gemini-p=0.135  gpt-3.5-=0.119  gpt-4-tu=0.144  gpt-4-tu=0.123  gpt-4.5-=0.130  gpt-4o=0.121  gpt-4o-m=0.126  llama-2-=0.127  llama-2-=0.130  llama-3.=0.121  llama-3.=0.119  ministra=0.119  mistral-=0.140  mixtral-=0.135  o3-mini=0.126  qwen1.5-=0.116  text-bis=0.160
2026-04-13 12:01:55,001  INFO  [Step   89/200]  det=skip  para=0.0000  raw_rwd=0.1281±0.0092  rwd=0.1281
2026-04-13 12:01:55,001  INFO    per-gen rewards: deepseek=0.129  falcon3-=0.129  gemini-1=0.122  gemini-2=0.122  gemini-p=0.121  gemini-p=0.125  gpt-3.5-=0.132  gpt-4-tu=0.129  gpt-4-tu=0.147  gpt-4.5-=0.139  gpt-4o=0.125  gpt-4o-m=0.129  llama-2-=0.121  llama-2-=0.112  llama-3.=0.123  llama-3.=0.143  ministra=0.131  mistral-=0.128  mixtral-=0.132  o3-mini=0.130  qwen1.5-=0.142  text-bis=0.125
2026-04-13 12:02:10,222  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 12:02:10,223  INFO  [Step   90/200]  det=skip  para=-0.0000  raw_rwd=0.1252±0.0119  rwd=0.1252
2026-04-13 12:02:10,223  INFO    per-gen rewards: deepseek=0.127  falcon3-=0.133  gemini-1=0.132  gemini-2=0.130  gemini-p=0.139  gemini-p=0.144  gpt-3.5-=0.128  gpt-4-tu=0.117  gpt-4-tu=0.118  gpt-4.5-=0.113  gpt-4o=0.123  gpt-4o-m=0.121  llama-2-=0.123  llama-2-=0.129  llama-3.=0.124  llama-3.=0.113  ministra=0.114  mistral-=0.119  mixtral-=0.132  o3-mini=0.126  qwen1.5-=0.128  text-bis=0.132
2026-04-13 12:06:54,880  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 12:06:54,880  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 12:06:54,880  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 12:06:54,880  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 12:06:54,880  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 12:06:54,880  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 12:06:54,880  INFO    │  gemini-pro                  0.9851
2026-04-13 12:06:54,880  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 12:06:54,880  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 12:06:54,880  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 12:06:54,880  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 12:06:54,880  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 12:06:54,880  INFO    │  gpt-4o                      0.9999
2026-04-13 12:06:54,880  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 12:06:54,880  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 12:06:54,880  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 12:06:54,880  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 12:06:54,880  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 12:06:54,880  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 12:06:54,880  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 12:06:54,880  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 12:06:54,880  INFO    │  o3-mini                     0.9999
2026-04-13 12:06:54,880  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 12:06:54,881  INFO    │  text-bison-002              0.9992
2026-04-13 12:06:54,881  INFO    │  (prev best)                  0.9960
2026-04-13 12:06:54,881  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 12:06:54,881  INFO    │  article_deletion            0.9981  ~
2026-04-13 12:06:54,881  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 12:06:54,881  INFO    │  misspelling                 0.9998  ~
2026-04-13 12:06:54,881  INFO    │  no_attack                   0.9966  ~
2026-04-13 12:06:54,881  INFO    │  synonym_replacement         0.9997  ~
2026-04-13 12:06:54,881  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 12:06:54,881  INFO    └─────────────────────────────────────────────┘
2026-04-13 12:06:54,881  INFO    No improvement (11/25)  best=0.9960

2026-04-13 12:07:09,705  INFO  [Step   91/200]  det=skip  para=0.0640  raw_rwd=0.1266±0.0253  rwd=0.1266
2026-04-13 12:07:09,705  INFO    per-gen rewards: deepseek=0.120  falcon3-=0.119  gemini-1=0.123  gemini-2=0.126  gemini-p=0.307  gemini-p=0.121  gpt-3.5-=0.129  gpt-4-tu=0.136  gpt-4-tu=0.130  gpt-4.5-=0.129  gpt-4o=0.122  gpt-4o-m=0.122  llama-2-=0.128  llama-2-=0.120  llama-3.=0.121  llama-3.=0.119  ministra=0.133  mistral-=0.130  mixtral-=0.115  o3-mini=0.119  qwen1.5-=0.114  text-bis=0.130
2026-04-13 12:07:24,200  INFO  [Step   92/200]  det=skip  para=0.0653  raw_rwd=0.1265±0.0240  rwd=0.1265
2026-04-13 12:07:24,200  INFO    per-gen rewards: deepseek=0.127  falcon3-=0.120  gemini-1=0.122  gemini-2=0.123  gemini-p=0.121  gemini-p=0.116  gpt-3.5-=0.125  gpt-4-tu=0.125  gpt-4-tu=0.135  gpt-4.5-=0.124  gpt-4o=0.126  gpt-4o-m=0.124  llama-2-=0.123  llama-2-=0.114  llama-3.=0.125  llama-3.=0.118  ministra=0.126  mistral-=0.112  mixtral-=0.113  o3-mini=0.163  qwen1.5-=0.128  text-bis=0.118
2026-04-13 12:07:38,647  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 12:07:38,648  INFO  [Step   93/200]  det=skip  para=0.0036  raw_rwd=0.1240±0.0113  rwd=0.1240
2026-04-13 12:07:38,648  INFO    per-gen rewards: deepseek=0.114  falcon3-=0.129  gemini-1=0.120  gemini-2=0.124  gemini-p=0.131  gemini-p=0.116  gpt-3.5-=0.120  gpt-4-tu=0.119  gpt-4-tu=0.117  gpt-4.5-=0.116  gpt-4o=0.125  gpt-4o-m=0.128  llama-2-=0.126  llama-2-=0.131  llama-3.=0.126  llama-3.=0.116  ministra=0.131  mistral-=0.134  mixtral-=0.106  o3-mini=0.127  qwen1.5-=0.126  text-bis=0.136
2026-04-13 12:07:53,143  INFO  [Step   94/200]  det=skip  para=0.0000  raw_rwd=0.1238±0.0114  rwd=0.1238
2026-04-13 12:07:53,143  INFO    per-gen rewards: deepseek=0.131  falcon3-=0.128  gemini-1=0.132  gemini-2=0.117  gemini-p=0.127  gemini-p=0.127  gpt-3.5-=0.116  gpt-4-tu=0.110  gpt-4-tu=0.122  gpt-4.5-=0.104  gpt-4o=0.132  gpt-4o-m=0.128  llama-2-=0.126  llama-2-=0.111  llama-3.=0.127  llama-3.=0.115  ministra=0.115  mistral-=0.106  mixtral-=0.140  o3-mini=0.125  qwen1.5-=0.122  text-bis=0.127
2026-04-13 12:08:08,144  INFO  [Step   95/200]  det=skip  para=0.0000  raw_rwd=0.1253±0.0117  rwd=0.1253
2026-04-13 12:08:08,145  INFO    per-gen rewards: deepseek=0.118  falcon3-=0.122  gemini-1=0.120  gemini-2=0.120  gemini-p=0.132  gemini-p=0.142  gpt-3.5-=0.120  gpt-4-tu=0.129  gpt-4-tu=0.132  gpt-4.5-=0.122  gpt-4o=0.119  gpt-4o-m=0.120  llama-2-=0.125  llama-2-=0.129  llama-3.=0.136  llama-3.=0.124  ministra=0.130  mistral-=0.126  mixtral-=0.124  o3-mini=0.144  qwen1.5-=0.122  text-bis=0.126
2026-04-13 12:12:52,429  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 12:12:52,429  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 12:12:52,429  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 12:12:52,429  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 12:12:52,429  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 12:12:52,429  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 12:12:52,429  INFO    │  gemini-pro                  0.9851
2026-04-13 12:12:52,429  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 12:12:52,429  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 12:12:52,429  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 12:12:52,429  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 12:12:52,429  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 12:12:52,429  INFO    │  gpt-4o                      0.9999
2026-04-13 12:12:52,429  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 12:12:52,429  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 12:12:52,429  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 12:12:52,429  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 12:12:52,429  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 12:12:52,429  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 12:12:52,429  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 12:12:52,429  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 12:12:52,430  INFO    │  o3-mini                     0.9999
2026-04-13 12:12:52,430  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 12:12:52,430  INFO    │  text-bison-002              0.9992
2026-04-13 12:12:52,430  INFO    │  (prev best)                  0.9960
2026-04-13 12:12:52,430  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 12:12:52,430  INFO    │  article_deletion            0.9981  ~
2026-04-13 12:12:52,430  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 12:12:52,430  INFO    │  misspelling                 0.9997  ~
2026-04-13 12:12:52,430  INFO    │  no_attack                   0.9966  ~
2026-04-13 12:12:52,430  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 12:12:52,430  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 12:12:52,430  INFO    └─────────────────────────────────────────────┘
2026-04-13 12:12:52,430  INFO    No improvement (12/25)  best=0.9960

2026-04-13 12:13:07,242  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 12:13:07,243  INFO  [Step   96/200]  det=skip  para=0.0019  raw_rwd=0.1251±0.0110  rwd=0.1251
2026-04-13 12:13:07,243  INFO    per-gen rewards: deepseek=0.121  falcon3-=0.137  gemini-1=0.123  gemini-2=0.130  gemini-p=0.115  gemini-p=0.128  gpt-3.5-=0.129  gpt-4-tu=0.130  gpt-4-tu=0.109  gpt-4.5-=0.115  gpt-4o=0.123  gpt-4o-m=0.121  llama-2-=0.107  llama-2-=0.128  llama-3.=0.120  llama-3.=0.115  ministra=0.132  mistral-=0.131  mixtral-=0.138  o3-mini=0.130  qwen1.5-=0.122  text-bis=0.111
2026-04-13 12:13:21,757  INFO  [Step   97/200]  det=skip  para=-0.0000  raw_rwd=0.1266±0.0126  rwd=0.1266
2026-04-13 12:13:21,757  INFO    per-gen rewards: deepseek=0.126  falcon3-=0.121  gemini-1=0.133  gemini-2=0.118  gemini-p=0.143  gemini-p=0.112  gpt-3.5-=0.128  gpt-4-tu=0.123  gpt-4-tu=0.126  gpt-4.5-=0.128  gpt-4o=0.129  gpt-4o-m=0.125  llama-2-=0.124  llama-2-=0.119  llama-3.=0.133  llama-3.=0.132  ministra=0.119  mistral-=0.121  mixtral-=0.133  o3-mini=0.125  qwen1.5-=0.153  text-bis=0.131
2026-04-13 12:13:36,314  INFO  [Step   98/200]  det=skip  para=0.0624  raw_rwd=0.1302±0.0251  rwd=0.1302
2026-04-13 12:13:36,314  INFO    per-gen rewards: deepseek=0.132  falcon3-=0.127  gemini-1=0.118  gemini-2=0.128  gemini-p=0.116  gemini-p=0.128  gpt-3.5-=0.156  gpt-4-tu=0.128  gpt-4-tu=0.121  gpt-4.5-=0.150  gpt-4o=0.133  gpt-4o-m=0.127  llama-2-=0.133  llama-2-=0.129  llama-3.=0.124  llama-3.=0.122  ministra=0.124  mistral-=0.143  mixtral-=0.141  o3-mini=0.131  qwen1.5-=0.109  text-bis=0.133
2026-04-13 12:13:50,828  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 12:13:50,828  INFO  [Step   99/200]  det=skip  para=0.0009  raw_rwd=0.1236±0.0104  rwd=0.1236
2026-04-13 12:13:50,828  INFO    per-gen rewards: deepseek=0.118  falcon3-=0.118  gemini-1=0.124  gemini-2=0.124  gemini-p=0.126  gemini-p=0.108  gpt-3.5-=0.126  gpt-4-tu=0.126  gpt-4-tu=0.120  gpt-4.5-=0.119  gpt-4o=0.121  gpt-4o-m=0.127  llama-2-=0.138  llama-2-=0.129  llama-3.=0.120  llama-3.=0.144  ministra=0.123  mistral-=0.110  mixtral-=0.134  o3-mini=0.126  qwen1.5-=0.116  text-bis=0.127
2026-04-13 12:14:05,147  INFO  [Step  100/200]  det=skip  para=0.0006  raw_rwd=0.1251±0.0105  rwd=0.1251
2026-04-13 12:14:05,147  INFO    per-gen rewards: deepseek=0.128  falcon3-=0.117  gemini-1=0.125  gemini-2=0.132  gemini-p=0.123  gemini-p=0.127  gpt-3.5-=0.120  gpt-4-tu=0.117  gpt-4-tu=0.119  gpt-4.5-=0.131  gpt-4o=0.123  gpt-4o-m=0.132  llama-2-=0.126  llama-2-=0.143  llama-3.=0.126  llama-3.=0.121  ministra=0.122  mistral-=0.121  mixtral-=0.123  o3-mini=0.130  qwen1.5-=0.115  text-bis=0.117
2026-04-13 12:18:48,453  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 12:18:48,453  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 12:18:48,453  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 12:18:48,453  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 12:18:48,453  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 12:18:48,453  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 12:18:48,453  INFO    │  gemini-pro                  0.9851
2026-04-13 12:18:48,453  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 12:18:48,453  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 12:18:48,453  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 12:18:48,453  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 12:18:48,453  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 12:18:48,453  INFO    │  gpt-4o                      0.9999
2026-04-13 12:18:48,453  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 12:18:48,453  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 12:18:48,453  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 12:18:48,454  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 12:18:48,454  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 12:18:48,454  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 12:18:48,454  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 12:18:48,454  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 12:18:48,454  INFO    │  o3-mini                     0.9999
2026-04-13 12:18:48,454  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 12:18:48,454  INFO    │  text-bison-002              0.9992
2026-04-13 12:18:48,454  INFO    │  (prev best)                  0.9960
2026-04-13 12:18:48,454  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 12:18:48,454  INFO    │  article_deletion            0.9984  ~
2026-04-13 12:18:48,454  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 12:18:48,454  INFO    │  misspelling                 0.9995  ~
2026-04-13 12:18:48,454  INFO    │  no_attack                   0.9966  ~
2026-04-13 12:18:48,454  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 12:18:48,454  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 12:18:48,454  INFO    └─────────────────────────────────────────────┘
2026-04-13 12:18:48,454  INFO    No improvement (13/25)  best=0.9960

2026-04-13 12:19:03,261  INFO  [Step  101/200]  det=skip  para=0.0028  raw_rwd=0.1272±0.0129  rwd=0.1272
2026-04-13 12:19:03,261  INFO    per-gen rewards: deepseek=0.117  falcon3-=0.123  gemini-1=0.128  gemini-2=0.130  gemini-p=0.129  gemini-p=0.118  gpt-3.5-=0.126  gpt-4-tu=0.130  gpt-4-tu=0.122  gpt-4.5-=0.124  gpt-4o=0.122  gpt-4o-m=0.130  llama-2-=0.146  llama-2-=0.133  llama-3.=0.128  llama-3.=0.144  ministra=0.130  mistral-=0.115  mixtral-=0.121  o3-mini=0.130  qwen1.5-=0.148  text-bis=0.109
2026-04-13 12:19:17,941  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 12:19:17,942  INFO  [Step  102/200]  det=skip  para=-0.0000  raw_rwd=0.1271±0.0110  rwd=0.1271
2026-04-13 12:19:17,942  INFO    per-gen rewards: deepseek=0.123  falcon3-=0.126  gemini-1=0.132  gemini-2=0.123  gemini-p=0.100  gemini-p=0.145  gpt-3.5-=0.131  gpt-4-tu=0.131  gpt-4-tu=0.144  gpt-4.5-=0.122  gpt-4o=0.126  gpt-4o-m=0.135  llama-2-=0.141  llama-2-=0.129  llama-3.=0.126  llama-3.=0.136  ministra=0.124  mistral-=0.120  mixtral-=0.118  o3-mini=0.119  qwen1.5-=0.134  text-bis=0.125
2026-04-13 12:19:32,983  INFO  [Step  103/200]  det=skip  para=-0.0000  raw_rwd=0.1235±0.0117  rwd=0.1235
2026-04-13 12:19:32,983  INFO    per-gen rewards: deepseek=0.112  falcon3-=0.133  gemini-1=0.122  gemini-2=0.129  gemini-p=0.137  gemini-p=0.115  gpt-3.5-=0.121  gpt-4-tu=0.114  gpt-4-tu=0.138  gpt-4.5-=0.128  gpt-4o=0.121  gpt-4o-m=0.123  llama-2-=0.116  llama-2-=0.124  llama-3.=0.130  llama-3.=0.129  ministra=0.114  mistral-=0.134  mixtral-=0.143  o3-mini=0.122  qwen1.5-=0.124  text-bis=0.119
2026-04-13 12:19:48,619  INFO  [Step  104/200]  det=skip  para=0.0034  raw_rwd=0.1270±0.0132  rwd=0.1270
2026-04-13 12:19:48,619  INFO    per-gen rewards: deepseek=0.127  falcon3-=0.126  gemini-1=0.140  gemini-2=0.125  gemini-p=0.113  gemini-p=0.119  gpt-3.5-=0.124  gpt-4-tu=0.135  gpt-4-tu=0.107  gpt-4.5-=0.132  gpt-4o=0.126  gpt-4o-m=0.129  llama-2-=0.101  llama-2-=0.129  llama-3.=0.133  llama-3.=0.129  ministra=0.119  mistral-=0.140  mixtral-=0.142  o3-mini=0.126  qwen1.5-=0.135  text-bis=0.116
2026-04-13 12:20:03,223  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 12:20:03,223  INFO  [Step  105/200]  det=skip  para=-0.0000  raw_rwd=0.1237±0.0099  rwd=0.1237
2026-04-13 12:20:03,223  INFO    per-gen rewards: deepseek=0.124  falcon3-=0.125  gemini-1=0.126  gemini-2=0.127  gemini-p=0.120  gemini-p=0.129  gpt-3.5-=0.133  gpt-4-tu=0.110  gpt-4-tu=0.124  gpt-4.5-=0.129  gpt-4o=0.120  gpt-4o-m=0.123  llama-2-=0.116  llama-2-=0.123  llama-3.=0.121  llama-3.=0.113  ministra=0.131  mistral-=0.120  mixtral-=0.108  o3-mini=0.117  qwen1.5-=0.118  text-bis=0.138
2026-04-13 12:24:47,237  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 12:24:47,237  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 12:24:47,238  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 12:24:47,238  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 12:24:47,238  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 12:24:47,238  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 12:24:47,238  INFO    │  gemini-pro                  0.9851
2026-04-13 12:24:47,238  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 12:24:47,238  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 12:24:47,238  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 12:24:47,238  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 12:24:47,238  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 12:24:47,238  INFO    │  gpt-4o                      0.9999
2026-04-13 12:24:47,238  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 12:24:47,238  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 12:24:47,238  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 12:24:47,238  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 12:24:47,238  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 12:24:47,238  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 12:24:47,238  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 12:24:47,238  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 12:24:47,238  INFO    │  o3-mini                     0.9999
2026-04-13 12:24:47,238  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 12:24:47,238  INFO    │  text-bison-002              0.9992
2026-04-13 12:24:47,238  INFO    │  (prev best)                  0.9960
2026-04-13 12:24:47,238  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 12:24:47,238  INFO    │  article_deletion            0.9981  ~
2026-04-13 12:24:47,238  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 12:24:47,238  INFO    │  misspelling                 0.9996  ~
2026-04-13 12:24:47,238  INFO    │  no_attack                   0.9966  ~
2026-04-13 12:24:47,238  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 12:24:47,238  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 12:24:47,238  INFO    └─────────────────────────────────────────────┘
2026-04-13 12:24:47,238  INFO    No improvement (14/25)  best=0.9960

2026-04-13 12:25:01,910  INFO  [Step  106/200]  det=skip  para=0.0000  raw_rwd=0.1228±0.0080  rwd=0.1228
2026-04-13 12:25:01,910  INFO    per-gen rewards: deepseek=0.127  falcon3-=0.124  gemini-1=0.126  gemini-2=0.124  gemini-p=0.122  gemini-p=0.120  gpt-3.5-=0.120  gpt-4-tu=0.128  gpt-4-tu=0.118  gpt-4.5-=0.124  gpt-4o=0.124  gpt-4o-m=0.124  llama-2-=0.129  llama-2-=0.124  llama-3.=0.116  llama-3.=0.127  ministra=0.126  mistral-=0.128  mixtral-=0.116  o3-mini=0.123  qwen1.5-=0.113  text-bis=0.105
2026-04-13 12:25:16,379  INFO  [Step  107/200]  det=skip  para=-0.0000  raw_rwd=0.1242±0.0093  rwd=0.1242
2026-04-13 12:25:16,379  INFO    per-gen rewards: deepseek=0.127  falcon3-=0.121  gemini-1=0.132  gemini-2=0.128  gemini-p=0.125  gemini-p=0.133  gpt-3.5-=0.120  gpt-4-tu=0.119  gpt-4-tu=0.124  gpt-4.5-=0.135  gpt-4o=0.119  gpt-4o-m=0.125  llama-2-=0.120  llama-2-=0.101  llama-3.=0.129  llama-3.=0.121  ministra=0.122  mistral-=0.137  mixtral-=0.117  o3-mini=0.124  qwen1.5-=0.120  text-bis=0.126
2026-04-13 12:25:30,912  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 12:25:30,913  INFO  [Step  108/200]  det=skip  para=0.0000  raw_rwd=0.1275±0.0118  rwd=0.1275
2026-04-13 12:25:30,913  INFO    per-gen rewards: deepseek=0.123  falcon3-=0.135  gemini-1=0.129  gemini-2=0.124  gemini-p=0.158  gemini-p=0.114  gpt-3.5-=0.127  gpt-4-tu=0.126  gpt-4-tu=0.129  gpt-4.5-=0.151  gpt-4o=0.124  gpt-4o-m=0.131  llama-2-=0.127  llama-2-=0.121  llama-3.=0.127  llama-3.=0.131  ministra=0.124  mistral-=0.122  mixtral-=0.133  o3-mini=0.125  qwen1.5-=0.098  text-bis=0.151
2026-04-13 12:25:45,652  INFO  [Step  109/200]  det=skip  para=0.0021  raw_rwd=0.1263±0.0113  rwd=0.1263
2026-04-13 12:25:45,653  INFO    per-gen rewards: deepseek=0.124  falcon3-=0.123  gemini-1=0.118  gemini-2=0.136  gemini-p=0.105  gemini-p=0.112  gpt-3.5-=0.126  gpt-4-tu=0.107  gpt-4-tu=0.122  gpt-4.5-=0.116  gpt-4o=0.134  gpt-4o-m=0.122  llama-2-=0.127  llama-2-=0.116  llama-3.=0.126  llama-3.=0.127  ministra=0.130  mistral-=0.120  mixtral-=0.127  o3-mini=0.134  qwen1.5-=0.141  text-bis=0.135
2026-04-13 12:26:00,422  INFO  [Step  110/200]  det=skip  para=0.0008  raw_rwd=0.1253±0.0139  rwd=0.1253
2026-04-13 12:26:00,422  INFO    per-gen rewards: deepseek=0.132  falcon3-=0.122  gemini-1=0.129  gemini-2=0.123  gemini-p=0.114  gemini-p=0.133  gpt-3.5-=0.127  gpt-4-tu=0.119  gpt-4-tu=0.115  gpt-4.5-=0.119  gpt-4o=0.123  gpt-4o-m=0.137  llama-2-=0.124  llama-2-=0.109  llama-3.=0.135  llama-3.=0.109  ministra=0.123  mistral-=0.127  mixtral-=0.119  o3-mini=0.115  qwen1.5-=0.127  text-bis=0.128
2026-04-13 12:30:42,979  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 12:30:42,979  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 12:30:42,979  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 12:30:42,979  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 12:30:42,979  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 12:30:42,979  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 12:30:42,979  INFO    │  gemini-pro                  0.9851
2026-04-13 12:30:42,979  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 12:30:42,979  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 12:30:42,979  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 12:30:42,979  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 12:30:42,979  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 12:30:42,979  INFO    │  gpt-4o                      0.9999
2026-04-13 12:30:42,979  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 12:30:42,979  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 12:30:42,979  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 12:30:42,980  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 12:30:42,980  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 12:30:42,980  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 12:30:42,980  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 12:30:42,980  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 12:30:42,980  INFO    │  o3-mini                     0.9999
2026-04-13 12:30:42,980  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 12:30:42,980  INFO    │  text-bison-002              0.9992
2026-04-13 12:30:42,980  INFO    │  (prev best)                  0.9960
2026-04-13 12:30:42,980  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 12:30:42,980  INFO    │  article_deletion            0.9981  ~
2026-04-13 12:30:42,980  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 12:30:42,980  INFO    │  misspelling                 0.9996  ~
2026-04-13 12:30:42,980  INFO    │  no_attack                   0.9966  ~
2026-04-13 12:30:42,980  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 12:30:42,980  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 12:30:42,980  INFO    └─────────────────────────────────────────────┘
2026-04-13 12:30:42,980  INFO    No improvement (15/25)  best=0.9960

2026-04-13 12:30:57,941  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 12:30:57,942  INFO  [Step  111/200]  det=skip  para=0.0000  raw_rwd=0.1246±0.0116  rwd=0.1246
2026-04-13 12:30:57,942  INFO    per-gen rewards: deepseek=0.123  falcon3-=0.123  gemini-1=0.118  gemini-2=0.128  gemini-p=0.137  gemini-p=0.110  gpt-3.5-=0.121  gpt-4-tu=0.147  gpt-4-tu=0.132  gpt-4.5-=0.152  gpt-4o=0.127  gpt-4o-m=0.119  llama-2-=0.114  llama-2-=0.131  llama-3.=0.131  llama-3.=0.122  ministra=0.122  mistral-=0.110  mixtral-=0.140  o3-mini=0.130  qwen1.5-=0.107  text-bis=0.118
2026-04-13 12:31:12,864  INFO  [Step  112/200]  det=skip  para=0.0000  raw_rwd=0.1264±0.0098  rwd=0.1264
2026-04-13 12:31:12,864  INFO    per-gen rewards: deepseek=0.130  falcon3-=0.122  gemini-1=0.122  gemini-2=0.130  gemini-p=0.117  gemini-p=0.148  gpt-3.5-=0.126  gpt-4-tu=0.118  gpt-4-tu=0.133  gpt-4.5-=0.106  gpt-4o=0.124  gpt-4o-m=0.129  llama-2-=0.131  llama-2-=0.133  llama-3.=0.128  llama-3.=0.128  ministra=0.132  mistral-=0.127  mixtral-=0.110  o3-mini=0.123  qwen1.5-=0.121  text-bis=0.122
2026-04-13 12:31:27,747  INFO  [Step  113/200]  det=skip  para=-0.0000  raw_rwd=0.1274±0.0100  rwd=0.1274
2026-04-13 12:31:27,747  INFO    per-gen rewards: deepseek=0.127  falcon3-=0.126  gemini-1=0.130  gemini-2=0.127  gemini-p=0.130  gemini-p=0.131  gpt-3.5-=0.131  gpt-4-tu=0.118  gpt-4-tu=0.119  gpt-4.5-=0.123  gpt-4o=0.129  gpt-4o-m=0.125  llama-2-=0.136  llama-2-=0.129  llama-3.=0.131  llama-3.=0.119  ministra=0.119  mistral-=0.133  mixtral-=0.130  o3-mini=0.130  qwen1.5-=0.129  text-bis=0.133
2026-04-13 12:31:42,552  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 12:31:42,552  INFO  [Step  114/200]  det=skip  para=0.0103  raw_rwd=0.1240±0.0104  rwd=0.1240
2026-04-13 12:31:42,552  INFO    per-gen rewards: deepseek=0.138  falcon3-=0.120  gemini-1=0.120  gemini-2=0.122  gemini-p=0.129  gemini-p=0.132  gpt-3.5-=0.126  gpt-4-tu=0.132  gpt-4-tu=0.125  gpt-4.5-=0.124  gpt-4o=0.119  gpt-4o-m=0.126  llama-2-=0.138  llama-2-=0.141  llama-3.=0.121  llama-3.=0.116  ministra=0.112  mistral-=0.130  mixtral-=0.133  o3-mini=0.125  qwen1.5-=0.114  text-bis=0.137
2026-04-13 12:31:57,013  INFO  [Step  115/200]  det=skip  para=0.0000  raw_rwd=0.1236±0.0120  rwd=0.1236
2026-04-13 12:31:57,013  INFO    per-gen rewards: deepseek=0.123  falcon3-=0.117  gemini-1=0.125  gemini-2=0.118  gemini-p=0.128  gemini-p=0.102  gpt-3.5-=0.125  gpt-4-tu=0.140  gpt-4-tu=0.120  gpt-4.5-=0.103  gpt-4o=0.132  gpt-4o-m=0.117  llama-2-=0.122  llama-2-=0.122  llama-3.=0.116  llama-3.=0.131  ministra=0.131  mistral-=0.139  mixtral-=0.121  o3-mini=0.130  qwen1.5-=0.134  text-bis=0.113
2026-04-13 12:36:39,822  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 12:36:39,822  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 12:36:39,822  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 12:36:39,822  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 12:36:39,822  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 12:36:39,822  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 12:36:39,822  INFO    │  gemini-pro                  0.9851
2026-04-13 12:36:39,822  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 12:36:39,823  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 12:36:39,823  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 12:36:39,823  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 12:36:39,823  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 12:36:39,823  INFO    │  gpt-4o                      0.9999
2026-04-13 12:36:39,823  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 12:36:39,823  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 12:36:39,823  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 12:36:39,823  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 12:36:39,823  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 12:36:39,823  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 12:36:39,823  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 12:36:39,823  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 12:36:39,823  INFO    │  o3-mini                     0.9999
2026-04-13 12:36:39,823  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 12:36:39,823  INFO    │  text-bison-002              0.9992
2026-04-13 12:36:39,823  INFO    │  (prev best)                  0.9960
2026-04-13 12:36:39,823  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 12:36:39,823  INFO    │  article_deletion            0.9982  ~
2026-04-13 12:36:39,823  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 12:36:39,823  INFO    │  misspelling                 0.9997  ~
2026-04-13 12:36:39,823  INFO    │  no_attack                   0.9966  ~
2026-04-13 12:36:39,823  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 12:36:39,823  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 12:36:39,823  INFO    └─────────────────────────────────────────────┘
2026-04-13 12:36:39,823  INFO    No improvement (16/25)  best=0.9960

2026-04-13 12:36:54,740  INFO  [Step  116/200]  det=skip  para=-0.0000  raw_rwd=0.1244±0.0105  rwd=0.1244
2026-04-13 12:36:54,740  INFO    per-gen rewards: deepseek=0.122  falcon3-=0.135  gemini-1=0.118  gemini-2=0.122  gemini-p=0.113  gemini-p=0.108  gpt-3.5-=0.130  gpt-4-tu=0.134  gpt-4-tu=0.122  gpt-4.5-=0.113  gpt-4o=0.125  gpt-4o-m=0.120  llama-2-=0.121  llama-2-=0.136  llama-3.=0.132  llama-3.=0.118  ministra=0.124  mistral-=0.124  mixtral-=0.147  o3-mini=0.121  qwen1.5-=0.123  text-bis=0.127
2026-04-13 12:37:09,286  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 12:37:09,287  INFO  [Step  117/200]  det=skip  para=-0.0000  raw_rwd=0.1246±0.0102  rwd=0.1246
2026-04-13 12:37:09,287  INFO    per-gen rewards: deepseek=0.127  falcon3-=0.123  gemini-1=0.121  gemini-2=0.127  gemini-p=0.110  gemini-p=0.116  gpt-3.5-=0.134  gpt-4-tu=0.118  gpt-4-tu=0.148  gpt-4.5-=0.126  gpt-4o=0.125  gpt-4o-m=0.125  llama-2-=0.138  llama-2-=0.110  llama-3.=0.123  llama-3.=0.119  ministra=0.124  mistral-=0.125  mixtral-=0.128  o3-mini=0.116  qwen1.5-=0.134  text-bis=0.124
2026-04-13 12:37:23,646  INFO  [Step  118/200]  det=skip  para=0.0000  raw_rwd=0.1230±0.0088  rwd=0.1230
2026-04-13 12:37:23,646  INFO    per-gen rewards: deepseek=0.121  falcon3-=0.134  gemini-1=0.118  gemini-2=0.120  gemini-p=0.129  gemini-p=0.129  gpt-3.5-=0.122  gpt-4-tu=0.107  gpt-4-tu=0.112  gpt-4.5-=0.120  gpt-4o=0.119  gpt-4o-m=0.120  llama-2-=0.138  llama-2-=0.130  llama-3.=0.130  llama-3.=0.121  ministra=0.124  mistral-=0.128  mixtral-=0.117  o3-mini=0.129  qwen1.5-=0.118  text-bis=0.126
2026-04-13 12:37:38,151  INFO  [Step  119/200]  det=skip  para=-0.0000  raw_rwd=0.1266±0.0123  rwd=0.1266
2026-04-13 12:37:38,151  INFO    per-gen rewards: deepseek=0.123  falcon3-=0.123  gemini-1=0.126  gemini-2=0.132  gemini-p=0.116  gemini-p=0.107  gpt-3.5-=0.134  gpt-4-tu=0.122  gpt-4-tu=0.114  gpt-4.5-=0.118  gpt-4o=0.129  gpt-4o-m=0.123  llama-2-=0.125  llama-2-=0.119  llama-3.=0.125  llama-3.=0.120  ministra=0.131  mistral-=0.138  mixtral-=0.116  o3-mini=0.127  qwen1.5-=0.140  text-bis=0.139
2026-04-13 12:37:53,091  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 12:37:53,091  INFO  [Step  120/200]  det=skip  para=0.0000  raw_rwd=0.1255±0.0112  rwd=0.1255
2026-04-13 12:37:53,091  INFO    per-gen rewards: deepseek=0.125  falcon3-=0.128  gemini-1=0.130  gemini-2=0.129  gemini-p=0.129  gemini-p=0.126  gpt-3.5-=0.124  gpt-4-tu=0.136  gpt-4-tu=0.118  gpt-4.5-=0.146  gpt-4o=0.127  gpt-4o-m=0.123  llama-2-=0.103  llama-2-=0.108  llama-3.=0.125  llama-3.=0.124  ministra=0.123  mistral-=0.118  mixtral-=0.125  o3-mini=0.127  qwen1.5-=0.125  text-bis=0.132
2026-04-13 12:42:37,843  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 12:42:37,844  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 12:42:37,844  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 12:42:37,844  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 12:42:37,844  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 12:42:37,844  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 12:42:37,844  INFO    │  gemini-pro                  0.9851
2026-04-13 12:42:37,844  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 12:42:37,844  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 12:42:37,844  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 12:42:37,844  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 12:42:37,844  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 12:42:37,844  INFO    │  gpt-4o                      0.9999
2026-04-13 12:42:37,844  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 12:42:37,844  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 12:42:37,844  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 12:42:37,844  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 12:42:37,844  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 12:42:37,844  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 12:42:37,844  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 12:42:37,844  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 12:42:37,844  INFO    │  o3-mini                     0.9999
2026-04-13 12:42:37,844  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 12:42:37,844  INFO    │  text-bison-002              0.9992
2026-04-13 12:42:37,844  INFO    │  (prev best)                  0.9960
2026-04-13 12:42:37,844  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 12:42:37,844  INFO    │  article_deletion            0.9982  ~
2026-04-13 12:42:37,844  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 12:42:37,844  INFO    │  misspelling                 0.9998  ~
2026-04-13 12:42:37,844  INFO    │  no_attack                   0.9966  ~
2026-04-13 12:42:37,844  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 12:42:37,844  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 12:42:37,844  INFO    └─────────────────────────────────────────────┘
2026-04-13 12:42:37,844  INFO    No improvement (17/25)  best=0.9960

2026-04-13 12:42:52,836  INFO  [Step  121/200]  det=skip  para=-0.0000  raw_rwd=0.1249±0.0116  rwd=0.1249
2026-04-13 12:42:52,836  INFO    per-gen rewards: deepseek=0.124  falcon3-=0.117  gemini-1=0.125  gemini-2=0.132  gemini-p=0.111  gemini-p=0.117  gpt-3.5-=0.121  gpt-4-tu=0.137  gpt-4-tu=0.123  gpt-4.5-=0.128  gpt-4o=0.128  gpt-4o-m=0.134  llama-2-=0.142  llama-2-=0.126  llama-3.=0.117  llama-3.=0.112  ministra=0.121  mistral-=0.152  mixtral-=0.115  o3-mini=0.121  qwen1.5-=0.127  text-bis=0.142
2026-04-13 12:43:07,504  INFO  [Step  122/200]  det=skip  para=0.0000  raw_rwd=0.1252±0.0103  rwd=0.1252
2026-04-13 12:43:07,504  INFO    per-gen rewards: deepseek=0.130  falcon3-=0.123  gemini-1=0.123  gemini-2=0.125  gemini-p=0.124  gemini-p=0.122  gpt-3.5-=0.124  gpt-4-tu=0.144  gpt-4-tu=0.118  gpt-4.5-=0.120  gpt-4o=0.126  gpt-4o-m=0.124  llama-2-=0.122  llama-2-=0.113  llama-3.=0.121  llama-3.=0.131  ministra=0.131  mistral-=0.122  mixtral-=0.129  o3-mini=0.127  qwen1.5-=0.105  text-bis=0.137
2026-04-13 12:43:22,666  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 12:43:22,667  INFO  [Step  123/200]  det=skip  para=-0.0000  raw_rwd=0.1235±0.0094  rwd=0.1235
2026-04-13 12:43:22,667  INFO    per-gen rewards: deepseek=0.119  falcon3-=0.122  gemini-1=0.124  gemini-2=0.123  gemini-p=0.123  gemini-p=0.144  gpt-3.5-=0.121  gpt-4-tu=0.126  gpt-4-tu=0.117  gpt-4.5-=0.136  gpt-4o=0.126  gpt-4o-m=0.122  llama-2-=0.127  llama-2-=0.103  llama-3.=0.132  llama-3.=0.128  ministra=0.120  mistral-=0.114  mixtral-=0.139  o3-mini=0.119  qwen1.5-=0.137  text-bis=0.121
2026-04-13 12:43:37,255  INFO  [Step  124/200]  det=skip  para=0.0007  raw_rwd=0.1254±0.0112  rwd=0.1254
2026-04-13 12:43:37,256  INFO    per-gen rewards: deepseek=0.127  falcon3-=0.127  gemini-1=0.120  gemini-2=0.131  gemini-p=0.109  gemini-p=0.121  gpt-3.5-=0.124  gpt-4-tu=0.115  gpt-4-tu=0.103  gpt-4.5-=0.115  gpt-4o=0.133  gpt-4o-m=0.127  llama-2-=0.116  llama-2-=0.120  llama-3.=0.135  llama-3.=0.119  ministra=0.127  mistral-=0.115  mixtral-=0.122  o3-mini=0.115  qwen1.5-=0.132  text-bis=0.160
2026-04-13 12:43:52,579  INFO  [Step  125/200]  det=skip  para=0.0138  raw_rwd=0.1233±0.0114  rwd=0.1233
2026-04-13 12:43:52,580  INFO    per-gen rewards: deepseek=0.123  falcon3-=0.125  gemini-1=0.126  gemini-2=0.119  gemini-p=0.093  gemini-p=0.139  gpt-3.5-=0.123  gpt-4-tu=0.112  gpt-4-tu=0.113  gpt-4.5-=0.110  gpt-4o=0.131  gpt-4o-m=0.120  llama-2-=0.124  llama-2-=0.103  llama-3.=0.123  llama-3.=0.129  ministra=0.124  mistral-=0.136  mixtral-=0.127  o3-mini=0.125  qwen1.5-=0.126  text-bis=0.134
2026-04-13 12:48:36,372  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 12:48:36,372  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 12:48:36,372  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 12:48:36,372  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 12:48:36,372  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 12:48:36,372  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 12:48:36,372  INFO    │  gemini-pro                  0.9851
2026-04-13 12:48:36,372  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 12:48:36,372  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 12:48:36,372  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 12:48:36,372  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 12:48:36,372  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 12:48:36,372  INFO    │  gpt-4o                      0.9999
2026-04-13 12:48:36,372  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 12:48:36,372  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 12:48:36,372  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 12:48:36,372  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 12:48:36,372  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 12:48:36,372  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 12:48:36,372  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 12:48:36,372  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 12:48:36,372  INFO    │  o3-mini                     0.9999
2026-04-13 12:48:36,372  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 12:48:36,372  INFO    │  text-bison-002              0.9992
2026-04-13 12:48:36,372  INFO    │  (prev best)                  0.9960
2026-04-13 12:48:36,372  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 12:48:36,373  INFO    │  article_deletion            0.9981  ~
2026-04-13 12:48:36,373  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 12:48:36,373  INFO    │  misspelling                 0.9996  ~
2026-04-13 12:48:36,373  INFO    │  no_attack                   0.9966  ~
2026-04-13 12:48:36,373  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 12:48:36,373  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 12:48:36,373  INFO    └─────────────────────────────────────────────┘
2026-04-13 12:48:36,373  INFO    No improvement (18/25)  best=0.9960

2026-04-13 12:48:51,288  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 12:48:51,288  INFO  [Step  126/200]  det=skip  para=-0.0000  raw_rwd=0.1232±0.0092  rwd=0.1232
2026-04-13 12:48:51,288  INFO    per-gen rewards: deepseek=0.122  falcon3-=0.119  gemini-1=0.125  gemini-2=0.121  gemini-p=0.114  gemini-p=0.119  gpt-3.5-=0.120  gpt-4-tu=0.124  gpt-4-tu=0.111  gpt-4.5-=0.111  gpt-4o=0.125  gpt-4o-m=0.128  llama-2-=0.139  llama-2-=0.149  llama-3.=0.122  llama-3.=0.121  ministra=0.119  mistral-=0.149  mixtral-=0.113  o3-mini=0.126  qwen1.5-=0.136  text-bis=0.112
2026-04-13 12:49:05,892  INFO  [Step  127/200]  det=skip  para=-0.0000  raw_rwd=0.1248±0.0110  rwd=0.1248
2026-04-13 12:49:05,892  INFO    per-gen rewards: deepseek=0.122  falcon3-=0.130  gemini-1=0.127  gemini-2=0.125  gemini-p=0.109  gemini-p=0.153  gpt-3.5-=0.126  gpt-4-tu=0.117  gpt-4-tu=0.117  gpt-4.5-=0.136  gpt-4o=0.125  gpt-4o-m=0.121  llama-2-=0.149  llama-2-=0.117  llama-3.=0.118  llama-3.=0.130  ministra=0.121  mistral-=0.115  mixtral-=0.116  o3-mini=0.127  qwen1.5-=0.152  text-bis=0.125
2026-04-13 12:49:20,488  INFO  [Step  128/200]  det=skip  para=0.0122  raw_rwd=0.1260±0.0124  rwd=0.1260
2026-04-13 12:49:20,488  INFO    per-gen rewards: deepseek=0.132  falcon3-=0.122  gemini-1=0.121  gemini-2=0.121  gemini-p=0.140  gemini-p=0.145  gpt-3.5-=0.125  gpt-4-tu=0.118  gpt-4-tu=0.133  gpt-4.5-=0.124  gpt-4o=0.120  gpt-4o-m=0.126  llama-2-=0.117  llama-2-=0.134  llama-3.=0.132  llama-3.=0.127  ministra=0.129  mistral-=0.122  mixtral-=0.173  o3-mini=0.125  qwen1.5-=0.106  text-bis=0.116
2026-04-13 12:49:34,979  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 12:49:34,980  INFO  [Step  129/200]  det=skip  para=0.0035  raw_rwd=0.1252±0.0109  rwd=0.1252
2026-04-13 12:49:34,980  INFO    per-gen rewards: deepseek=0.125  falcon3-=0.118  gemini-1=0.127  gemini-2=0.127  gemini-p=0.129  gemini-p=0.153  gpt-3.5-=0.124  gpt-4-tu=0.132  gpt-4-tu=0.114  gpt-4.5-=0.124  gpt-4o=0.128  gpt-4o-m=0.122  llama-2-=0.143  llama-2-=0.134  llama-3.=0.121  llama-3.=0.119  ministra=0.127  mistral-=0.138  mixtral-=0.111  o3-mini=0.121  qwen1.5-=0.133  text-bis=0.127
2026-04-13 12:49:49,936  INFO  [Step  130/200]  det=skip  para=-0.0000  raw_rwd=0.1235±0.0107  rwd=0.1235
2026-04-13 12:49:49,936  INFO    per-gen rewards: deepseek=0.126  falcon3-=0.129  gemini-1=0.133  gemini-2=0.121  gemini-p=0.140  gemini-p=0.112  gpt-3.5-=0.109  gpt-4-tu=0.145  gpt-4-tu=0.132  gpt-4.5-=0.122  gpt-4o=0.125  gpt-4o-m=0.122  llama-2-=0.137  llama-2-=0.122  llama-3.=0.122  llama-3.=0.125  ministra=0.121  mistral-=0.142  mixtral-=0.140  o3-mini=0.116  qwen1.5-=0.113  text-bis=0.126
2026-04-13 12:54:33,492  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 12:54:33,493  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 12:54:33,493  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 12:54:33,493  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 12:54:33,493  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 12:54:33,493  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 12:54:33,493  INFO    │  gemini-pro                  0.9851
2026-04-13 12:54:33,493  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 12:54:33,493  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 12:54:33,493  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 12:54:33,493  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 12:54:33,493  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 12:54:33,493  INFO    │  gpt-4o                      0.9999
2026-04-13 12:54:33,493  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 12:54:33,493  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 12:54:33,493  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 12:54:33,493  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 12:54:33,493  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 12:54:33,493  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 12:54:33,493  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 12:54:33,493  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 12:54:33,493  INFO    │  o3-mini                     0.9999
2026-04-13 12:54:33,493  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 12:54:33,493  INFO    │  text-bison-002              0.9992
2026-04-13 12:54:33,493  INFO    │  (prev best)                  0.9960
2026-04-13 12:54:33,493  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 12:54:33,493  INFO    │  article_deletion            0.9981  ~
2026-04-13 12:54:33,493  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 12:54:33,493  INFO    │  misspelling                 0.9997  ~
2026-04-13 12:54:33,493  INFO    │  no_attack                   0.9966  ~
2026-04-13 12:54:33,493  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 12:54:33,493  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 12:54:33,493  INFO    └─────────────────────────────────────────────┘
2026-04-13 12:54:33,493  INFO    No improvement (19/25)  best=0.9960

2026-04-13 12:54:48,420  INFO  [Step  131/200]  det=skip  para=0.0054  raw_rwd=0.1245±0.0115  rwd=0.1245
2026-04-13 12:54:48,420  INFO    per-gen rewards: deepseek=0.115  falcon3-=0.119  gemini-1=0.119  gemini-2=0.124  gemini-p=0.104  gemini-p=0.152  gpt-3.5-=0.133  gpt-4-tu=0.104  gpt-4-tu=0.126  gpt-4.5-=0.134  gpt-4o=0.128  gpt-4o-m=0.129  llama-2-=0.137  llama-2-=0.135  llama-3.=0.123  llama-3.=0.123  ministra=0.114  mistral-=0.135  mixtral-=0.117  o3-mini=0.122  qwen1.5-=0.140  text-bis=0.156
2026-04-13 12:55:03,541  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 12:55:03,542  INFO  [Step  132/200]  det=skip  para=0.0694  raw_rwd=0.1289±0.0277  rwd=0.1289
2026-04-13 12:55:03,542  INFO    per-gen rewards: deepseek=0.133  falcon3-=0.159  gemini-1=0.160  gemini-2=0.126  gemini-p=0.135  gemini-p=0.120  gpt-3.5-=0.128  gpt-4-tu=0.103  gpt-4-tu=0.119  gpt-4.5-=0.127  gpt-4o=0.118  gpt-4o-m=0.121  llama-2-=0.122  llama-2-=0.115  llama-3.=0.122  llama-3.=0.119  ministra=0.130  mistral-=0.142  mixtral-=0.120  o3-mini=0.119  qwen1.5-=0.136  text-bis=0.116
2026-04-13 12:55:18,303  INFO  [Step  133/200]  det=skip  para=0.0000  raw_rwd=0.1248±0.0117  rwd=0.1248
2026-04-13 12:55:18,303  INFO    per-gen rewards: deepseek=0.118  falcon3-=0.129  gemini-1=0.128  gemini-2=0.133  gemini-p=0.109  gemini-p=0.109  gpt-3.5-=0.121  gpt-4-tu=0.134  gpt-4-tu=0.110  gpt-4.5-=0.130  gpt-4o=0.126  gpt-4o-m=0.127  llama-2-=0.133  llama-2-=0.109  llama-3.=0.127  llama-3.=0.137  ministra=0.126  mistral-=0.123  mixtral-=0.117  o3-mini=0.119  qwen1.5-=0.113  text-bis=0.125
2026-04-13 12:55:32,833  INFO  [Step  134/200]  det=skip  para=0.0608  raw_rwd=0.1325±0.0215  rwd=0.1325
2026-04-13 12:55:32,834  INFO    per-gen rewards: deepseek=0.132  falcon3-=0.132  gemini-1=0.126  gemini-2=0.132  gemini-p=0.135  gemini-p=0.122  gpt-3.5-=0.128  gpt-4-tu=0.117  gpt-4-tu=0.124  gpt-4.5-=0.132  gpt-4o=0.138  gpt-4o-m=0.125  llama-2-=0.128  llama-2-=0.130  llama-3.=0.126  llama-3.=0.135  ministra=0.129  mistral-=0.157  mixtral-=0.135  o3-mini=0.159  qwen1.5-=0.147  text-bis=0.121
2026-04-13 12:55:47,154  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 12:55:47,154  INFO  [Step  135/200]  det=skip  para=0.0000  raw_rwd=0.1254±0.0108  rwd=0.1254
2026-04-13 12:55:47,154  INFO    per-gen rewards: deepseek=0.130  falcon3-=0.127  gemini-1=0.123  gemini-2=0.120  gemini-p=0.119  gemini-p=0.121  gpt-3.5-=0.123  gpt-4-tu=0.123  gpt-4-tu=0.138  gpt-4.5-=0.127  gpt-4o=0.126  gpt-4o-m=0.131  llama-2-=0.123  llama-2-=0.143  llama-3.=0.120  llama-3.=0.127  ministra=0.124  mistral-=0.128  mixtral-=0.120  o3-mini=0.124  qwen1.5-=0.131  text-bis=0.129
2026-04-13 13:00:32,836  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 13:00:32,836  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 13:00:32,836  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 13:00:32,836  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 13:00:32,836  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 13:00:32,836  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 13:00:32,836  INFO    │  gemini-pro                  0.9851
2026-04-13 13:00:32,837  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 13:00:32,837  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 13:00:32,837  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 13:00:32,837  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 13:00:32,837  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 13:00:32,837  INFO    │  gpt-4o                      0.9999
2026-04-13 13:00:32,837  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 13:00:32,837  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 13:00:32,837  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 13:00:32,837  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 13:00:32,837  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 13:00:32,837  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 13:00:32,837  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 13:00:32,837  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 13:00:32,837  INFO    │  o3-mini                     0.9999
2026-04-13 13:00:32,837  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 13:00:32,837  INFO    │  text-bison-002              0.9992
2026-04-13 13:00:32,837  INFO    │  (prev best)                  0.9960
2026-04-13 13:00:32,837  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 13:00:32,837  INFO    │  article_deletion            0.9982  ~
2026-04-13 13:00:32,837  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 13:00:32,837  INFO    │  misspelling                 0.9998  ~
2026-04-13 13:00:32,837  INFO    │  no_attack                   0.9966  ~
2026-04-13 13:00:32,837  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 13:00:32,837  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 13:00:32,837  INFO    └─────────────────────────────────────────────┘
2026-04-13 13:00:32,837  INFO    No improvement (20/25)  best=0.9960

2026-04-13 13:00:47,840  INFO  [Step  136/200]  det=skip  para=0.0000  raw_rwd=0.1250±0.0110  rwd=0.1250
2026-04-13 13:00:47,840  INFO    per-gen rewards: deepseek=0.127  falcon3-=0.128  gemini-1=0.125  gemini-2=0.126  gemini-p=0.120  gemini-p=0.140  gpt-3.5-=0.127  gpt-4-tu=0.125  gpt-4-tu=0.110  gpt-4.5-=0.129  gpt-4o=0.123  gpt-4o-m=0.124  llama-2-=0.125  llama-2-=0.127  llama-3.=0.124  llama-3.=0.135  ministra=0.126  mistral-=0.134  mixtral-=0.124  o3-mini=0.119  qwen1.5-=0.119  text-bis=0.112
2026-04-13 13:01:02,767  INFO  [Step  137/200]  det=skip  para=0.0000  raw_rwd=0.1265±0.0102  rwd=0.1265
2026-04-13 13:01:02,767  INFO    per-gen rewards: deepseek=0.122  falcon3-=0.127  gemini-1=0.126  gemini-2=0.127  gemini-p=0.126  gemini-p=0.117  gpt-3.5-=0.123  gpt-4-tu=0.126  gpt-4-tu=0.130  gpt-4.5-=0.141  gpt-4o=0.128  gpt-4o-m=0.129  llama-2-=0.113  llama-2-=0.128  llama-3.=0.121  llama-3.=0.124  ministra=0.132  mistral-=0.132  mixtral-=0.123  o3-mini=0.129  qwen1.5-=0.124  text-bis=0.137
2026-04-13 13:01:17,771  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 13:01:17,771  INFO  [Step  138/200]  det=skip  para=0.0033  raw_rwd=0.1257±0.0128  rwd=0.1257
2026-04-13 13:01:17,771  INFO    per-gen rewards: deepseek=0.122  falcon3-=0.124  gemini-1=0.133  gemini-2=0.120  gemini-p=0.125  gemini-p=0.112  gpt-3.5-=0.132  gpt-4-tu=0.140  gpt-4-tu=0.128  gpt-4.5-=0.117  gpt-4o=0.119  gpt-4o-m=0.137  llama-2-=0.122  llama-2-=0.116  llama-3.=0.127  llama-3.=0.123  ministra=0.122  mistral-=0.129  mixtral-=0.134  o3-mini=0.120  qwen1.5-=0.117  text-bis=0.137
2026-04-13 13:01:32,507  INFO  [Step  139/200]  det=skip  para=-0.0000  raw_rwd=0.1250±0.0122  rwd=0.1250
2026-04-13 13:01:32,507  INFO    per-gen rewards: deepseek=0.130  falcon3-=0.122  gemini-1=0.131  gemini-2=0.123  gemini-p=0.111  gemini-p=0.139  gpt-3.5-=0.122  gpt-4-tu=0.118  gpt-4-tu=0.131  gpt-4.5-=0.115  gpt-4o=0.126  gpt-4o-m=0.115  llama-2-=0.153  llama-2-=0.158  llama-3.=0.123  llama-3.=0.113  ministra=0.123  mistral-=0.137  mixtral-=0.124  o3-mini=0.132  qwen1.5-=0.127  text-bis=0.115
2026-04-13 13:01:47,114  INFO  [Step  140/200]  det=skip  para=-0.0000  raw_rwd=0.1250±0.0110  rwd=0.1250
2026-04-13 13:01:47,115  INFO    per-gen rewards: deepseek=0.119  falcon3-=0.125  gemini-1=0.117  gemini-2=0.131  gemini-p=0.116  gemini-p=0.132  gpt-3.5-=0.123  gpt-4-tu=0.127  gpt-4-tu=0.118  gpt-4.5-=0.109  gpt-4o=0.123  gpt-4o-m=0.126  llama-2-=0.125  llama-2-=0.105  llama-3.=0.130  llama-3.=0.137  ministra=0.132  mistral-=0.116  mixtral-=0.123  o3-mini=0.131  qwen1.5-=0.135  text-bis=0.101
2026-04-13 13:06:31,169  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 13:06:31,170  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 13:06:31,170  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 13:06:31,170  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 13:06:31,170  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 13:06:31,170  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 13:06:31,170  INFO    │  gemini-pro                  0.9851
2026-04-13 13:06:31,170  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 13:06:31,170  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 13:06:31,170  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 13:06:31,170  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 13:06:31,170  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 13:06:31,170  INFO    │  gpt-4o                      0.9999
2026-04-13 13:06:31,170  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 13:06:31,170  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 13:06:31,170  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 13:06:31,170  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 13:06:31,170  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 13:06:31,170  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 13:06:31,170  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 13:06:31,170  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 13:06:31,170  INFO    │  o3-mini                     0.9999
2026-04-13 13:06:31,170  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 13:06:31,170  INFO    │  text-bison-002              0.9992
2026-04-13 13:06:31,170  INFO    │  (prev best)                  0.9960
2026-04-13 13:06:31,170  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 13:06:31,170  INFO    │  article_deletion            0.9981  ~
2026-04-13 13:06:31,170  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 13:06:31,170  INFO    │  misspelling                 0.9995  ~
2026-04-13 13:06:31,170  INFO    │  no_attack                   0.9966  ~
2026-04-13 13:06:31,170  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 13:06:31,170  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 13:06:31,170  INFO    └─────────────────────────────────────────────┘
2026-04-13 13:06:31,170  INFO    No improvement (21/25)  best=0.9960

2026-04-13 13:06:45,934  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 13:06:45,934  INFO  [Step  141/200]  det=skip  para=0.0233  raw_rwd=0.1221±0.0108  rwd=0.1221
2026-04-13 13:06:45,934  INFO    per-gen rewards: deepseek=0.118  falcon3-=0.117  gemini-1=0.126  gemini-2=0.129  gemini-p=0.123  gemini-p=0.124  gpt-3.5-=0.119  gpt-4-tu=0.117  gpt-4-tu=0.116  gpt-4.5-=0.116  gpt-4o=0.122  gpt-4o-m=0.119  llama-2-=0.124  llama-2-=0.116  llama-3.=0.126  llama-3.=0.116  ministra=0.127  mistral-=0.106  mixtral-=0.114  o3-mini=0.128  qwen1.5-=0.125  text-bis=0.121
2026-04-13 13:07:00,458  INFO  [Step  142/200]  det=skip  para=-0.0000  raw_rwd=0.1269±0.0105  rwd=0.1269
2026-04-13 13:07:00,458  INFO    per-gen rewards: deepseek=0.133  falcon3-=0.121  gemini-1=0.127  gemini-2=0.129  gemini-p=0.132  gemini-p=0.135  gpt-3.5-=0.127  gpt-4-tu=0.126  gpt-4-tu=0.123  gpt-4.5-=0.114  gpt-4o=0.123  gpt-4o-m=0.127  llama-2-=0.137  llama-2-=0.124  llama-3.=0.129  llama-3.=0.131  ministra=0.136  mistral-=0.115  mixtral-=0.138  o3-mini=0.120  qwen1.5-=0.113  text-bis=0.131
2026-04-13 13:07:15,134  INFO  [Step  143/200]  det=skip  para=-0.0000  raw_rwd=0.1240±0.0104  rwd=0.1240
2026-04-13 13:07:15,134  INFO    per-gen rewards: deepseek=0.116  falcon3-=0.127  gemini-1=0.121  gemini-2=0.122  gemini-p=0.119  gemini-p=0.120  gpt-3.5-=0.119  gpt-4-tu=0.125  gpt-4-tu=0.108  gpt-4.5-=0.127  gpt-4o=0.128  gpt-4o-m=0.127  llama-2-=0.124  llama-2-=0.122  llama-3.=0.133  llama-3.=0.109  ministra=0.122  mistral-=0.133  mixtral-=0.122  o3-mini=0.135  qwen1.5-=0.129  text-bis=0.116
2026-04-13 13:07:29,477  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 13:07:29,477  INFO  [Step  144/200]  det=skip  para=0.0183  raw_rwd=0.1258±0.0132  rwd=0.1258
2026-04-13 13:07:29,477  INFO    per-gen rewards: deepseek=0.115  falcon3-=0.125  gemini-1=0.130  gemini-2=0.137  gemini-p=0.153  gemini-p=0.143  gpt-3.5-=0.125  gpt-4-tu=0.124  gpt-4-tu=0.131  gpt-4.5-=0.113  gpt-4o=0.125  gpt-4o-m=0.127  llama-2-=0.114  llama-2-=0.131  llama-3.=0.122  llama-3.=0.121  ministra=0.123  mistral-=0.113  mixtral-=0.121  o3-mini=0.123  qwen1.5-=0.126  text-bis=0.136
2026-04-13 13:07:44,036  INFO  [Step  145/200]  det=skip  para=0.0000  raw_rwd=0.1230±0.0090  rwd=0.1230
2026-04-13 13:07:44,036  INFO    per-gen rewards: deepseek=0.126  falcon3-=0.115  gemini-1=0.123  gemini-2=0.125  gemini-p=0.116  gemini-p=0.134  gpt-3.5-=0.125  gpt-4-tu=0.123  gpt-4-tu=0.119  gpt-4.5-=0.111  gpt-4o=0.126  gpt-4o-m=0.121  llama-2-=0.116  llama-2-=0.126  llama-3.=0.124  llama-3.=0.125  ministra=0.123  mistral-=0.134  mixtral-=0.135  o3-mini=0.119  qwen1.5-=0.107  text-bis=0.143
2026-04-13 13:12:27,847  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 13:12:27,847  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 13:12:27,847  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 13:12:27,847  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 13:12:27,847  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 13:12:27,847  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 13:12:27,847  INFO    │  gemini-pro                  0.9851
2026-04-13 13:12:27,847  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 13:12:27,847  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 13:12:27,847  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 13:12:27,847  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 13:12:27,847  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 13:12:27,847  INFO    │  gpt-4o                      0.9999
2026-04-13 13:12:27,847  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 13:12:27,848  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 13:12:27,848  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 13:12:27,848  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 13:12:27,848  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 13:12:27,848  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 13:12:27,848  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 13:12:27,848  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 13:12:27,848  INFO    │  o3-mini                     0.9999
2026-04-13 13:12:27,848  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 13:12:27,848  INFO    │  text-bison-002              0.9992
2026-04-13 13:12:27,848  INFO    │  (prev best)                  0.9960
2026-04-13 13:12:27,848  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 13:12:27,848  INFO    │  article_deletion            0.9980  ~
2026-04-13 13:12:27,848  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 13:12:27,848  INFO    │  misspelling                 0.9998  ~
2026-04-13 13:12:27,848  INFO    │  no_attack                   0.9966  ~
2026-04-13 13:12:27,848  INFO    │  synonym_replacement         0.9998  ~
2026-04-13 13:12:27,848  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 13:12:27,848  INFO    └─────────────────────────────────────────────┘
2026-04-13 13:12:27,848  INFO    No improvement (22/25)  best=0.9960

2026-04-13 13:12:43,002  INFO  [Step  146/200]  det=skip  para=-0.0000  raw_rwd=0.1263±0.0096  rwd=0.1263
2026-04-13 13:12:43,002  INFO    per-gen rewards: deepseek=0.125  falcon3-=0.130  gemini-1=0.129  gemini-2=0.125  gemini-p=0.132  gemini-p=0.137  gpt-3.5-=0.124  gpt-4-tu=0.110  gpt-4-tu=0.123  gpt-4.5-=0.145  gpt-4o=0.124  gpt-4o-m=0.122  llama-2-=0.127  llama-2-=0.130  llama-3.=0.131  llama-3.=0.125  ministra=0.120  mistral-=0.135  mixtral-=0.116  o3-mini=0.127  qwen1.5-=0.127  text-bis=0.143
2026-04-13 13:12:57,724  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 13:12:57,725  INFO  [Step  147/200]  det=skip  para=0.0011  raw_rwd=0.1238±0.0099  rwd=0.1238
2026-04-13 13:12:57,725  INFO    per-gen rewards: deepseek=0.118  falcon3-=0.129  gemini-1=0.123  gemini-2=0.127  gemini-p=0.117  gemini-p=0.123  gpt-3.5-=0.123  gpt-4-tu=0.112  gpt-4-tu=0.114  gpt-4.5-=0.123  gpt-4o=0.121  gpt-4o-m=0.121  llama-2-=0.135  llama-2-=0.131  llama-3.=0.138  llama-3.=0.124  ministra=0.123  mistral-=0.132  mixtral-=0.127  o3-mini=0.114  qwen1.5-=0.144  text-bis=0.117
2026-04-13 13:13:12,265  INFO  [Step  148/200]  det=skip  para=0.0022  raw_rwd=0.1247±0.0118  rwd=0.1247
2026-04-13 13:13:12,265  INFO    per-gen rewards: deepseek=0.121  falcon3-=0.125  gemini-1=0.120  gemini-2=0.129  gemini-p=0.130  gemini-p=0.119  gpt-3.5-=0.127  gpt-4-tu=0.162  gpt-4-tu=0.128  gpt-4.5-=0.123  gpt-4o=0.121  gpt-4o-m=0.125  llama-2-=0.152  llama-2-=0.120  llama-3.=0.127  llama-3.=0.122  ministra=0.120  mistral-=0.110  mixtral-=0.119  o3-mini=0.128  qwen1.5-=0.121  text-bis=0.110
2026-04-13 13:13:26,646  INFO  [Step  149/200]  det=skip  para=0.0071  raw_rwd=0.1245±0.0115  rwd=0.1245
2026-04-13 13:13:26,646  INFO    per-gen rewards: deepseek=0.130  falcon3-=0.121  gemini-1=0.125  gemini-2=0.112  gemini-p=0.118  gemini-p=0.124  gpt-3.5-=0.123  gpt-4-tu=0.131  gpt-4-tu=0.129  gpt-4.5-=0.137  gpt-4o=0.125  gpt-4o-m=0.126  llama-2-=0.120  llama-2-=0.132  llama-3.=0.127  llama-3.=0.141  ministra=0.122  mistral-=0.130  mixtral-=0.116  o3-mini=0.119  qwen1.5-=0.113  text-bis=0.164
2026-04-13 13:13:41,501  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 13:13:41,502  INFO  [Step  150/200]  det=skip  para=-0.0000  raw_rwd=0.1250±0.0130  rwd=0.1250
2026-04-13 13:13:41,502  INFO    per-gen rewards: deepseek=0.122  falcon3-=0.132  gemini-1=0.132  gemini-2=0.132  gemini-p=0.126  gemini-p=0.127  gpt-3.5-=0.125  gpt-4-tu=0.111  gpt-4-tu=0.113  gpt-4.5-=0.123  gpt-4o=0.113  gpt-4o-m=0.127  llama-2-=0.123  llama-2-=0.123  llama-3.=0.123  llama-3.=0.125  ministra=0.123  mistral-=0.120  mixtral-=0.142  o3-mini=0.130  qwen1.5-=0.105  text-bis=0.125
2026-04-13 13:18:25,077  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 13:18:25,077  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 13:18:25,077  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 13:18:25,077  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 13:18:25,077  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 13:18:25,077  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 13:18:25,077  INFO    │  gemini-pro                  0.9851
2026-04-13 13:18:25,077  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 13:18:25,077  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 13:18:25,077  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 13:18:25,078  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 13:18:25,078  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 13:18:25,078  INFO    │  gpt-4o                      0.9999
2026-04-13 13:18:25,078  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 13:18:25,078  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 13:18:25,078  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 13:18:25,078  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 13:18:25,078  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 13:18:25,078  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 13:18:25,078  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 13:18:25,078  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 13:18:25,078  INFO    │  o3-mini                     0.9999
2026-04-13 13:18:25,078  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 13:18:25,078  INFO    │  text-bison-002              0.9992
2026-04-13 13:18:25,078  INFO    │  (prev best)                  0.9960
2026-04-13 13:18:25,078  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 13:18:25,078  INFO    │  article_deletion            0.9980  ~
2026-04-13 13:18:25,078  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 13:18:25,078  INFO    │  misspelling                 0.9995  ~
2026-04-13 13:18:25,078  INFO    │  no_attack                   0.9966  ~
2026-04-13 13:18:25,078  INFO    │  synonym_replacement         0.9997  ~
2026-04-13 13:18:25,078  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 13:18:25,078  INFO    └─────────────────────────────────────────────┘
2026-04-13 13:18:25,078  INFO    No improvement (23/25)  best=0.9960

2026-04-13 13:18:39,971  INFO  [Step  151/200]  det=skip  para=0.0000  raw_rwd=0.1269±0.0113  rwd=0.1269
2026-04-13 13:18:39,971  INFO    per-gen rewards: deepseek=0.128  falcon3-=0.122  gemini-1=0.122  gemini-2=0.124  gemini-p=0.133  gemini-p=0.152  gpt-3.5-=0.129  gpt-4-tu=0.115  gpt-4-tu=0.130  gpt-4.5-=0.123  gpt-4o=0.128  gpt-4o-m=0.128  llama-2-=0.113  llama-2-=0.139  llama-3.=0.121  llama-3.=0.134  ministra=0.128  mistral-=0.115  mixtral-=0.129  o3-mini=0.133  qwen1.5-=0.132  text-bis=0.124
2026-04-13 13:18:54,734  INFO  [Step  152/200]  det=skip  para=0.0000  raw_rwd=0.1245±0.0099  rwd=0.1245
2026-04-13 13:18:54,734  INFO    per-gen rewards: deepseek=0.127  falcon3-=0.127  gemini-1=0.124  gemini-2=0.132  gemini-p=0.122  gemini-p=0.116  gpt-3.5-=0.127  gpt-4-tu=0.103  gpt-4-tu=0.129  gpt-4.5-=0.120  gpt-4o=0.125  gpt-4o-m=0.121  llama-2-=0.108  llama-2-=0.126  llama-3.=0.119  llama-3.=0.117  ministra=0.125  mistral-=0.132  mixtral-=0.120  o3-mini=0.124  qwen1.5-=0.139  text-bis=0.147
2026-04-13 13:19:09,390  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 13:19:09,390  INFO  [Step  153/200]  det=skip  para=0.0661  raw_rwd=0.1291±0.0295  rwd=0.1291
2026-04-13 13:19:09,391  INFO    per-gen rewards: deepseek=0.124  falcon3-=0.120  gemini-1=0.121  gemini-2=0.120  gemini-p=0.131  gemini-p=0.124  gpt-3.5-=0.131  gpt-4-tu=0.344  gpt-4-tu=0.122  gpt-4.5-=0.117  gpt-4o=0.130  gpt-4o-m=0.136  llama-2-=0.122  llama-2-=0.116  llama-3.=0.117  llama-3.=0.143  ministra=0.124  mistral-=0.107  mixtral-=0.136  o3-mini=0.132  qwen1.5-=0.123  text-bis=0.112
2026-04-13 13:19:23,926  INFO  [Step  154/200]  det=skip  para=0.0000  raw_rwd=0.1256±0.0112  rwd=0.1256
2026-04-13 13:19:23,926  INFO    per-gen rewards: deepseek=0.119  falcon3-=0.125  gemini-1=0.120  gemini-2=0.125  gemini-p=0.136  gemini-p=0.112  gpt-3.5-=0.132  gpt-4-tu=0.135  gpt-4-tu=0.153  gpt-4.5-=0.134  gpt-4o=0.125  gpt-4o-m=0.124  llama-2-=0.110  llama-2-=0.133  llama-3.=0.116  llama-3.=0.117  ministra=0.130  mistral-=0.127  mixtral-=0.120  o3-mini=0.132  qwen1.5-=0.128  text-bis=0.136
2026-04-13 13:19:38,460  INFO  [Step  155/200]  det=skip  para=0.0000  raw_rwd=0.1246±0.0099  rwd=0.1246
2026-04-13 13:19:38,460  INFO    per-gen rewards: deepseek=0.131  falcon3-=0.124  gemini-1=0.127  gemini-2=0.127  gemini-p=0.123  gemini-p=0.113  gpt-3.5-=0.121  gpt-4-tu=0.127  gpt-4-tu=0.137  gpt-4.5-=0.119  gpt-4o=0.119  gpt-4o-m=0.120  llama-2-=0.113  llama-2-=0.143  llama-3.=0.132  llama-3.=0.122  ministra=0.121  mistral-=0.133  mixtral-=0.120  o3-mini=0.129  qwen1.5-=0.124  text-bis=0.121
2026-04-13 13:24:21,864  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 13:24:21,864  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 13:24:21,864  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 13:24:21,864  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 13:24:21,864  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 13:24:21,864  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 13:24:21,864  INFO    │  gemini-pro                  0.9851
2026-04-13 13:24:21,864  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 13:24:21,864  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 13:24:21,864  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 13:24:21,864  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 13:24:21,864  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 13:24:21,864  INFO    │  gpt-4o                      0.9999
2026-04-13 13:24:21,864  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 13:24:21,864  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 13:24:21,864  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 13:24:21,864  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 13:24:21,865  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 13:24:21,865  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 13:24:21,865  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 13:24:21,865  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 13:24:21,865  INFO    │  o3-mini                     0.9999
2026-04-13 13:24:21,865  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 13:24:21,865  INFO    │  text-bison-002              0.9992
2026-04-13 13:24:21,865  INFO    │  (prev best)                  0.9960
2026-04-13 13:24:21,865  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 13:24:21,865  INFO    │  article_deletion            0.9980  ~
2026-04-13 13:24:21,865  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 13:24:21,865  INFO    │  misspelling                 0.9994  ~
2026-04-13 13:24:21,865  INFO    │  no_attack                   0.9966  ~
2026-04-13 13:24:21,865  INFO    │  synonym_replacement         0.9997  ~
2026-04-13 13:24:21,865  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 13:24:21,865  INFO    └─────────────────────────────────────────────┘
2026-04-13 13:24:21,865  INFO    No improvement (24/25)  best=0.9960

2026-04-13 13:24:36,985  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 13:24:36,985  INFO  [Step  156/200]  det=skip  para=0.0000  raw_rwd=0.1277±0.0131  rwd=0.1277
2026-04-13 13:24:36,985  INFO    per-gen rewards: deepseek=0.117  falcon3-=0.123  gemini-1=0.127  gemini-2=0.121  gemini-p=0.131  gemini-p=0.140  gpt-3.5-=0.128  gpt-4-tu=0.112  gpt-4-tu=0.120  gpt-4.5-=0.152  gpt-4o=0.125  gpt-4o-m=0.135  llama-2-=0.127  llama-2-=0.113  llama-3.=0.126  llama-3.=0.131  ministra=0.140  mistral-=0.134  mixtral-=0.127  o3-mini=0.128  qwen1.5-=0.133  text-bis=0.122
2026-04-13 13:24:51,708  INFO  [Step  157/200]  det=skip  para=0.0000  raw_rwd=0.1241±0.0104  rwd=0.1241
2026-04-13 13:24:51,708  INFO    per-gen rewards: deepseek=0.126  falcon3-=0.126  gemini-1=0.125  gemini-2=0.123  gemini-p=0.118  gemini-p=0.117  gpt-3.5-=0.122  gpt-4-tu=0.118  gpt-4-tu=0.124  gpt-4.5-=0.118  gpt-4o=0.124  gpt-4o-m=0.125  llama-2-=0.113  llama-2-=0.114  llama-3.=0.125  llama-3.=0.139  ministra=0.121  mistral-=0.113  mixtral-=0.124  o3-mini=0.129  qwen1.5-=0.108  text-bis=0.151
2026-04-13 13:25:06,408  INFO  [Step  158/200]  det=skip  para=0.0164  raw_rwd=0.1241±0.0099  rwd=0.1241
2026-04-13 13:25:06,409  INFO    per-gen rewards: deepseek=0.125  falcon3-=0.126  gemini-1=0.118  gemini-2=0.125  gemini-p=0.131  gemini-p=0.119  gpt-3.5-=0.121  gpt-4-tu=0.130  gpt-4-tu=0.132  gpt-4.5-=0.120  gpt-4o=0.125  gpt-4o-m=0.132  llama-2-=0.115  llama-2-=0.128  llama-3.=0.124  llama-3.=0.123  ministra=0.118  mistral-=0.131  mixtral-=0.118  o3-mini=0.123  qwen1.5-=0.128  text-bis=0.131
2026-04-13 13:25:21,056  INFO    ⚠ AUROC=0.9960 > threshold=0.995 → freezing detector for 3 steps
2026-04-13 13:25:21,056  INFO  [Step  159/200]  det=skip  para=-0.0000  raw_rwd=0.1241±0.0109  rwd=0.1241
2026-04-13 13:25:21,056  INFO    per-gen rewards: deepseek=0.121  falcon3-=0.117  gemini-1=0.117  gemini-2=0.137  gemini-p=0.122  gemini-p=0.121  gpt-3.5-=0.122  gpt-4-tu=0.113  gpt-4-tu=0.137  gpt-4.5-=0.125  gpt-4o=0.126  gpt-4o-m=0.129  llama-2-=0.123  llama-2-=0.109  llama-3.=0.125  llama-3.=0.122  ministra=0.121  mistral-=0.137  mixtral-=0.121  o3-mini=0.121  qwen1.5-=0.135  text-bis=0.137
2026-04-13 13:25:35,780  INFO  [Step  160/200]  det=skip  para=0.0632  raw_rwd=0.1274±0.0221  rwd=0.1274
2026-04-13 13:25:35,780  INFO    per-gen rewards: deepseek=0.138  falcon3-=0.118  gemini-1=0.122  gemini-2=0.125  gemini-p=0.129  gemini-p=0.130  gpt-3.5-=0.155  gpt-4-tu=0.139  gpt-4-tu=0.137  gpt-4.5-=0.125  gpt-4o=0.122  gpt-4o-m=0.124  llama-2-=0.129  llama-2-=0.108  llama-3.=0.119  llama-3.=0.112  ministra=0.127  mistral-=0.139  mixtral-=0.142  o3-mini=0.122  qwen1.5-=0.118  text-bis=0.129
2026-04-13 13:30:19,706  INFO    ┌─ Generator AUROC ────────────────────────────┐
2026-04-13 13:30:19,706  INFO    │  MACRO_AVG                   0.9960 ◄
2026-04-13 13:30:19,706  INFO    │  deepseek-r1-distill-qwen-32b  0.9998
2026-04-13 13:30:19,706  INFO    │  falcon3-10b-instruct        0.9992
2026-04-13 13:30:19,706  INFO    │  gemini-1.5-pro              0.9689
2026-04-13 13:30:19,706  INFO    │  gemini-2.0-flash            0.9998
2026-04-13 13:30:19,706  INFO    │  gemini-pro                  0.9851
2026-04-13 13:30:19,706  INFO    │  gemini-pro-paraphrase       0.9884
2026-04-13 13:30:19,706  INFO    │  gpt-3.5-turbo               0.9999
2026-04-13 13:30:19,706  INFO    │  gpt-4-turbo                 1.0000
2026-04-13 13:30:19,707  INFO    │  gpt-4-turbo-paraphrase      0.9963
2026-04-13 13:30:19,707  INFO    │  gpt-4.5-preview             0.9980
2026-04-13 13:30:19,707  INFO    │  gpt-4o                      0.9999
2026-04-13 13:30:19,707  INFO    │  gpt-4o-mini                 0.9999
2026-04-13 13:30:19,707  INFO    │  llama-2-70b-chat            0.9974
2026-04-13 13:30:19,707  INFO    │  llama-2-7b-chat             0.9967
2026-04-13 13:30:19,707  INFO    │  llama-3.1-8b-instruct       0.9929
2026-04-13 13:30:19,707  INFO    │  llama-3.3-70b-instruct      0.9993
2026-04-13 13:30:19,707  INFO    │  ministral-8b-instruct-2410  0.9997
2026-04-13 13:30:19,707  INFO    │  mistral-7b-instruct-v0.2    0.9965
2026-04-13 13:30:19,707  INFO    │  mixtral-8x7b-instruct-v0.1  0.9947
2026-04-13 13:30:19,707  INFO    │  o3-mini                     0.9999
2026-04-13 13:30:19,707  INFO    │  qwen1.5-72b-chat-8bit       0.9995
2026-04-13 13:30:19,707  INFO    │  text-bison-002              0.9992
2026-04-13 13:30:19,707  INFO    │  (prev best)                  0.9960
2026-04-13 13:30:19,707  INFO    ├─ Attack AUROC (robustness) ─────────────────┤
2026-04-13 13:30:19,707  INFO    │  article_deletion            0.9980  ~
2026-04-13 13:30:19,707  INFO    │  homoglyphs                  1.0000  ~
2026-04-13 13:30:19,707  INFO    │  misspelling                 0.9995  ~
2026-04-13 13:30:19,707  INFO    │  no_attack                   0.9966  ~
2026-04-13 13:30:19,707  INFO    │  synonym_replacement         0.9997  ~
2026-04-13 13:30:19,707  INFO    │  t5_paraphrase               1.0000  ~
2026-04-13 13:30:19,707  INFO    └─────────────────────────────────────────────┘
2026-04-13 13:30:19,707  INFO    No improvement (25/25)  best=0.9960

2026-04-13 13:30:19,707  INFO  Early stopping triggered.

2026-04-13 13:30:19,707  INFO  ════════════════════════════════════════════════════════════════════════
2026-04-13 13:30:19,707  INFO    Done.  Best macro AUROC = 0.9960
2026-04-13 13:30:19,707  INFO    Detector    → ./adal_panclef/best_detector
2026-04-13 13:30:19,707  INFO    Paraphraser → ./adal_panclef/best_paraphraser
2026-04-13 13:30:19,707  INFO    Gen AUROC   → ./adal_panclef/per_generator_auroc.tsv
2026-04-13 13:30:19,707  INFO    Atk AUROC   → ./adal_panclef/per_attack_auroc.tsv
2026-04-13 13:30:19,707  INFO  ════════════════════════════════════════════════════════════════════════
2026-04-13 13:30:19,707  INFO  
════════════════════════════════════════════════════════════════════════
2026-04-13 13:30:19,707  INFO    FINAL EVALUATION ON VALIDATION SET (best checkpoint)
2026-04-13 13:30:19,707  INFO  ════════════════════════════════════════════════════════════════════════
2026-04-13 13:30:19,707  INFO  Loading detector 'roberta-large' …
2026-04-13 13:30:19,912  INFO  HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK"
2026-04-13 13:30:20,031  INFO  HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect"
2026-04-13 13:30:20,147  INFO  HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found"
2026-04-13 13:30:20,261  INFO  HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect"
2026-04-13 13:30:20,379  INFO  HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK"
2026-04-13 13:30:20,684  INFO  HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK"
2026-04-13 13:30:20,823  INFO  HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found"
2026-04-13 13:30:21,809  INFO    Running full validation evaluation ...
2026-04-13 13:31:51,489  INFO  
  ╔════════════════════════════════════════════════════╗
2026-04-13 13:31:51,489  INFO    ║  FULL VALIDATION METRICS  (threshold=0.50)         ║
2026-04-13 13:31:51,489  INFO    ╠────────────────────────────────────────────────────╣
2026-04-13 13:31:51,489  INFO    ║  Total human :  1,277    Total AI :  2,312        ║
2026-04-13 13:31:51,489  INFO    ║  TP=2,227  TN=1,270  FP=    7  FN=   85         ║
2026-04-13 13:31:51,489  INFO    ╠────────────────────────────────────────────────────╣
2026-04-13 13:31:51,489  INFO    ║  Precision   : 0.9969                               ║
2026-04-13 13:31:51,489  INFO    ║  Recall      : 0.9632                               ║
2026-04-13 13:31:51,489  INFO    ║  F1-score    : 0.9798                               ║
2026-04-13 13:31:51,489  INFO    ║  AUROC       : 0.9969                               ║
2026-04-13 13:31:51,489  INFO    ╠────────────────────────────────────────────────────╣
2026-04-13 13:31:51,490  INFO    ║  Per-generator AUROC:                                ║
2026-04-13 13:31:51,490  INFO    ║    deepseek-r1-distill-qwen-32b    0.9998              ║
2026-04-13 13:31:51,490  INFO    ║    falcon3-10b-instruct            0.9992              ║
2026-04-13 13:31:51,490  INFO    ║    gemini-1.5-pro                  0.9689              ║
2026-04-13 13:31:51,490  INFO    ║    gemini-2.0-flash                0.9998              ║
2026-04-13 13:31:51,490  INFO    ║    gemini-pro                      0.9851              ║
2026-04-13 13:31:51,490  INFO    ║    gemini-pro-paraphrase           0.9884              ║
2026-04-13 13:31:51,490  INFO    ║    gpt-3.5-turbo                   0.9999              ║
2026-04-13 13:31:51,490  INFO    ║    gpt-4-turbo                     1.0000              ║
2026-04-13 13:31:51,490  INFO    ║    gpt-4-turbo-paraphrase          0.9963              ║
2026-04-13 13:31:51,490  INFO    ║    gpt-4.5-preview                 0.9980              ║
2026-04-13 13:31:51,490  INFO    ║    gpt-4o                          0.9999              ║
2026-04-13 13:31:51,490  INFO    ║    gpt-4o-mini                     0.9999              ║
2026-04-13 13:31:51,490  INFO    ║    llama-2-70b-chat                0.9974              ║
2026-04-13 13:31:51,490  INFO    ║    llama-2-7b-chat                 0.9967              ║
2026-04-13 13:31:51,490  INFO    ║    llama-3.1-8b-instruct           0.9929              ║
2026-04-13 13:31:51,490  INFO    ║    llama-3.3-70b-instruct          0.9993              ║
2026-04-13 13:31:51,490  INFO    ║    ministral-8b-instruct-2410      0.9997              ║
2026-04-13 13:31:51,490  INFO    ║    mistral-7b-instruct-v0.2        0.9965              ║
2026-04-13 13:31:51,490  INFO    ║    mixtral-8x7b-instruct-v0.1      0.9947              ║
2026-04-13 13:31:51,490  INFO    ║    o3-mini                         0.9999              ║
2026-04-13 13:31:51,490  INFO    ║    qwen1.5-72b-chat-8bit           0.9995              ║
2026-04-13 13:31:51,490  INFO    ║    text-bison-002                  0.9992              ║
2026-04-13 13:31:51,490  INFO    ║  Macro avg AUROC : 0.9960                         ║
2026-04-13 13:31:51,490  INFO    ╚════════════════════════════════════════════════════╝

2026-04-13 13:31:51,491  INFO    Metrics saved → ./adal_panclef/validation_metrics.tsv
2026-04-13 13:31:51,491  INFO  ════════════════════════════════════════════════════════════════════════
2026-04-13 13:31:51,491  INFO  
── Pushing to HuggingFace Hub (trigger=final) ──
2026-04-13 13:31:51,694  INFO  HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
2026-04-13 13:31:51,811  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF "HTTP/1.1 200 OK"
2026-04-13 13:31:51,812  INFO    Repo exists: Shushant/ADAL-Detector-PANCLEF
2026-04-13 13:31:51,951  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser "HTTP/1.1 200 OK"
2026-04-13 13:31:51,952  INFO    Repo exists: Shushant/ADAL_PAN-t5-paraphraser
2026-04-13 13:31:51,953  INFO    Uploading detector → Shushant/ADAL-Detector-PANCLEF …
2026-04-13 13:31:52,067  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 13:31:53,175  INFO  HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
2026-04-13 13:31:53,326  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 13:31:53,459  INFO  HTTP Request: POST https://huggingface.co/Shushant/ADAL-Detector-PANCLEF.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
2026-04-13 13:31:53,586  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/xet-write-token/main "HTTP/1.1 200 OK"
2026-04-13 13:31:59,200  WARNING  No files have been modified since last commit. Skipping to prevent empty commit.
2026-04-13 13:31:59,524  INFO  HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/revision/main "HTTP/1.1 200 OK"
2026-04-13 13:31:59,689  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 13:32:01,144  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 13:32:01,284  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
2026-04-13 13:32:01,985  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
2026-04-13 13:32:02,113  INFO  HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"