Training logs (best)
Browse files- training_logs/training.log +80 -0
training_logs/training.log
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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"
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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"
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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"
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| 258 |
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"
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| 259 |
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"
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| 260 |
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"
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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"
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2026-04-13 10:10:37,447 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL-Detector-PANCLEF
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2026-04-13 10:10:37,447 INFO Uploading paraphraser → Shushant/ADAL_PAN-t5-paraphraser …
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2026-04-13 10:10:37,558 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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2026-04-13 10:10:38,175 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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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"
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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"
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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"
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2026-04-13 10:10:54,452 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser
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2026-04-13 10:10:54,452 INFO ── Hub push complete ──
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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2026-04-13 10:18:09,837 INFO ┌─ Generator AUROC ────────────────────────────┐
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2026-04-13 10:18:09,837 INFO │ MACRO_AVG 0.8495 ◄
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| 287 |
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2026-04-13 10:18:09,837 INFO │ deepseek-r1-distill-qwen-32b 0.8016
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| 288 |
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2026-04-13 10:18:09,837 INFO │ falcon3-10b-instruct 0.8637
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| 289 |
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2026-04-13 10:18:09,837 INFO │ gemini-1.5-pro 0.7614
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2026-04-13 10:18:09,838 INFO │ gemini-2.0-flash 0.8156
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2026-04-13 10:18:09,838 INFO │ gemini-pro 0.7949
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2026-04-13 10:18:09,838 INFO │ gemini-pro-paraphrase 0.8390
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2026-04-13 10:18:09,838 INFO │ gpt-3.5-turbo 0.9181
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2026-04-13 10:18:09,838 INFO │ gpt-4-turbo 0.8849
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2026-04-13 10:18:09,838 INFO │ gpt-4-turbo-paraphrase 0.8713
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2026-04-13 10:18:09,838 INFO │ gpt-4.5-preview 0.8622
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| 297 |
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2026-04-13 10:18:09,838 INFO │ gpt-4o 0.9151
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| 298 |
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2026-04-13 10:18:09,838 INFO │ gpt-4o-mini 0.9161
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| 299 |
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2026-04-13 10:18:09,838 INFO │ llama-2-70b-chat 0.8170
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2026-04-13 10:18:09,838 INFO │ llama-2-7b-chat 0.8096
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2026-04-13 10:18:09,838 INFO │ llama-3.1-8b-instruct 0.8324
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2026-04-13 10:18:09,838 INFO │ llama-3.3-70b-instruct 0.8892
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2026-04-13 10:18:09,838 INFO │ ministral-8b-instruct-2410 0.8536
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2026-04-13 10:18:09,838 INFO │ mistral-7b-instruct-v0.2 0.8488
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2026-04-13 10:18:09,838 INFO │ mixtral-8x7b-instruct-v0.1 0.8051
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2026-04-13 10:18:09,838 INFO │ o3-mini 0.9089
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2026-04-13 10:18:09,838 INFO │ qwen1.5-72b-chat-8bit 0.8448
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2026-04-13 10:18:09,838 INFO │ text-bison-002 0.8355
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2026-04-13 10:18:09,838 INFO │ (prev best) 0.5000
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2026-04-13 10:18:09,838 INFO ├─ Attack AUROC (robustness) ─────────────────┤
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2026-04-13 10:18:09,838 INFO │ article_deletion 0.9445 ▲
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2026-04-13 10:18:09,838 INFO │ homoglyphs 1.0000 ▲
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2026-04-13 10:18:09,838 INFO │ misspelling 0.9736 ▲
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2026-04-13 10:18:09,838 INFO │ no_attack 0.8791 ~
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2026-04-13 10:18:09,838 INFO │ synonym_replacement 0.9994 ▲
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2026-04-13 10:18:09,838 INFO │ t5_paraphrase 0.9800 ▲
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2026-04-13 10:18:09,838 INFO └─────────────────────────────────────────────┘
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2026-04-13 10:18:14,512 INFO Detector saved → ./adal_panclef/best_detector
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2026-04-13 10:18:16,630 INFO Paraphraser saved → ./adal_panclef/best_paraphraser
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2026-04-13 10:18:16,631 INFO ✓ New best macro AUROC = 0.8495 — saved.
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2026-04-13 10:18:16,631 INFO
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── Pushing to HuggingFace Hub (trigger=best) ──
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2026-04-13 10:18:16,885 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
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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"
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2026-04-13 10:18:17,010 INFO Repo exists: Shushant/ADAL-Detector-PANCLEF
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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"
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2026-04-13 10:18:17,131 INFO Repo exists: Shushant/ADAL_PAN-t5-paraphraser
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2026-04-13 10:18:17,132 INFO Uploading detector → Shushant/ADAL-Detector-PANCLEF …
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2026-04-13 10:18:17,246 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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2026-04-13 10:18:18,637 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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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"
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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"
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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"
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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"
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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"
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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"
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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"
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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"
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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"
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