Training logs (best)
Browse files- training_logs/training.log +77 -0
training_logs/training.log
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@@ -181,3 +181,80 @@
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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"
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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"
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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"
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| 181 |
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"
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| 182 |
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"
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| 183 |
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"
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| 184 |
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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"
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2026-04-13 10:02:26,300 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL-Detector-PANCLEF
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2026-04-13 10:02:26,300 INFO Uploading paraphraser → Shushant/ADAL_PAN-t5-paraphraser …
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2026-04-13 10:02:26,469 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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2026-04-13 10:02:27,144 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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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"
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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"
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| 191 |
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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"
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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"
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2026-04-13 10:02:44,604 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser
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2026-04-13 10:02:44,604 INFO ── Hub push complete ──
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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2026-04-13 10:09:17,785 INFO ┌─ Generator AUROC ────────────────────────────┐
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2026-04-13 10:09:17,785 INFO │ MACRO_AVG 0.5000 ◄
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2026-04-13 10:09:17,785 INFO │ deepseek-r1-distill-qwen-32b 0.6489
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2026-04-13 10:09:17,785 INFO │ falcon3-10b-instruct 0.6615
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2026-04-13 10:09:17,785 INFO │ gemini-1.5-pro 0.5179
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2026-04-13 10:09:17,785 INFO │ gemini-2.0-flash 0.5804
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2026-04-13 10:09:17,785 INFO │ gemini-pro 0.2950
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| 213 |
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2026-04-13 10:09:17,785 INFO │ gemini-pro-paraphrase 0.2680
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2026-04-13 10:09:17,786 INFO │ gpt-3.5-turbo 0.4799
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2026-04-13 10:09:17,786 INFO │ gpt-4-turbo 0.4235
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| 216 |
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2026-04-13 10:09:17,786 INFO │ gpt-4-turbo-paraphrase 0.2729
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| 217 |
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2026-04-13 10:09:17,786 INFO │ gpt-4.5-preview 0.7521
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| 218 |
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2026-04-13 10:09:17,786 INFO │ gpt-4o 0.6077
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2026-04-13 10:09:17,786 INFO │ gpt-4o-mini 0.6023
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| 220 |
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2026-04-13 10:09:17,786 INFO │ llama-2-70b-chat 0.4436
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2026-04-13 10:09:17,786 INFO │ llama-2-7b-chat 0.2951
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| 222 |
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2026-04-13 10:09:17,786 INFO │ llama-3.1-8b-instruct 0.6269
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2026-04-13 10:09:17,786 INFO │ llama-3.3-70b-instruct 0.7082
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2026-04-13 10:09:17,786 INFO │ ministral-8b-instruct-2410 0.6718
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2026-04-13 10:09:17,786 INFO │ mistral-7b-instruct-v0.2 0.4498
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2026-04-13 10:09:17,786 INFO │ mixtral-8x7b-instruct-v0.1 0.4014
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| 227 |
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2026-04-13 10:09:17,786 INFO │ o3-mini 0.6222
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2026-04-13 10:09:17,786 INFO │ qwen1.5-72b-chat-8bit 0.3694
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| 229 |
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2026-04-13 10:09:17,786 INFO │ text-bison-002 0.3020
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2026-04-13 10:09:17,786 INFO │ (prev best) 0.3406
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2026-04-13 10:09:17,786 INFO ├─ Attack AUROC (robustness) ─────────────────┤
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2026-04-13 10:09:17,786 INFO │ article_deletion 0.7343 ▲
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| 233 |
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2026-04-13 10:09:17,786 INFO │ homoglyphs 0.8720 ▲
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| 234 |
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2026-04-13 10:09:17,786 INFO │ misspelling 0.8829 ▲
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| 235 |
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2026-04-13 10:09:17,786 INFO │ no_attack 0.5960 ~
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| 236 |
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2026-04-13 10:09:17,786 INFO │ synonym_replacement 0.8540 ▲
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2026-04-13 10:09:17,786 INFO │ t5_paraphrase 0.8000 ▲
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2026-04-13 10:09:17,786 INFO └─────────────────────────────────────────────┘
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2026-04-13 10:09:22,676 INFO Detector saved → ./adal_panclef/best_detector
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2026-04-13 10:09:24,820 INFO Paraphraser saved → ./adal_panclef/best_paraphraser
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2026-04-13 10:09:24,820 INFO ✓ New best macro AUROC = 0.5000 — saved.
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2026-04-13 10:09:24,820 INFO
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── Pushing to HuggingFace Hub (trigger=best) ──
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2026-04-13 10:09:25,239 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
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| 246 |
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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"
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2026-04-13 10:09:25,446 INFO Repo exists: Shushant/ADAL-Detector-PANCLEF
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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"
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2026-04-13 10:09:25,648 INFO Repo exists: Shushant/ADAL_PAN-t5-paraphraser
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2026-04-13 10:09:25,649 INFO Uploading detector → Shushant/ADAL-Detector-PANCLEF …
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2026-04-13 10:09:25,832 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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2026-04-13 10:09:27,000 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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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"
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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"
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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"
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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"
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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"
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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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