Training logs (best)
Browse files- training_logs/training.log +79 -0
training_logs/training.log
CHANGED
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@@ -338,3 +338,82 @@
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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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| 339 |
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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| 340 |
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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| 338 |
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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| 339 |
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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| 340 |
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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| 341 |
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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"
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| 342 |
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2026-04-13 10:19:19,644 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL-Detector-PANCLEF
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| 343 |
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2026-04-13 10:19:19,644 INFO Uploading paraphraser → Shushant/ADAL_PAN-t5-paraphraser …
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| 344 |
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2026-04-13 10:19:19,755 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 345 |
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2026-04-13 10:19:20,376 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 346 |
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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"
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| 347 |
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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"
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| 348 |
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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"
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| 349 |
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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"
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| 350 |
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2026-04-13 10:19:36,741 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser
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2026-04-13 10:19:36,741 INFO ── Hub push complete ──
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| 352 |
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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
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| 354 |
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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
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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
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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
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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
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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
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| 359 |
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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
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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
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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
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| 362 |
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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
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| 363 |
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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
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| 364 |
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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
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| 365 |
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2026-04-13 10:26:24,018 INFO ┌─ Generator AUROC ────────────────────────────┐
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| 366 |
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2026-04-13 10:26:24,018 INFO │ MACRO_AVG 0.9307 ◄
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| 367 |
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2026-04-13 10:26:24,018 INFO │ deepseek-r1-distill-qwen-32b 0.9608
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| 368 |
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2026-04-13 10:26:24,018 INFO │ falcon3-10b-instruct 0.9834
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| 369 |
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2026-04-13 10:26:24,018 INFO │ gemini-1.5-pro 0.8948
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| 370 |
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2026-04-13 10:26:24,018 INFO │ gemini-2.0-flash 0.9442
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| 371 |
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2026-04-13 10:26:24,019 INFO │ gemini-pro 0.8394
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| 372 |
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2026-04-13 10:26:24,019 INFO │ gemini-pro-paraphrase 0.8759
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| 373 |
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2026-04-13 10:26:24,019 INFO │ gpt-3.5-turbo 0.9910
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| 374 |
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2026-04-13 10:26:24,019 INFO │ gpt-4-turbo 0.9544
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| 375 |
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2026-04-13 10:26:24,019 INFO │ gpt-4-turbo-paraphrase 0.9308
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| 376 |
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2026-04-13 10:26:24,019 INFO │ gpt-4.5-preview 0.9348
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| 377 |
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2026-04-13 10:26:24,019 INFO │ gpt-4o 0.9893
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| 378 |
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2026-04-13 10:26:24,019 INFO │ gpt-4o-mini 0.9899
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| 379 |
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2026-04-13 10:26:24,019 INFO │ llama-2-70b-chat 0.8703
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| 380 |
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2026-04-13 10:26:24,019 INFO │ llama-2-7b-chat 0.8655
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| 381 |
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2026-04-13 10:26:24,019 INFO │ llama-3.1-8b-instruct 0.9294
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| 382 |
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2026-04-13 10:26:24,019 INFO │ llama-3.3-70b-instruct 0.9798
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| 383 |
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2026-04-13 10:26:24,019 INFO │ ministral-8b-instruct-2410 0.9783
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| 384 |
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2026-04-13 10:26:24,019 INFO │ mistral-7b-instruct-v0.2 0.8875
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| 385 |
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2026-04-13 10:26:24,019 INFO │ mixtral-8x7b-instruct-v0.1 0.8637
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| 386 |
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2026-04-13 10:26:24,019 INFO │ o3-mini 0.9883
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| 387 |
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2026-04-13 10:26:24,019 INFO │ qwen1.5-72b-chat-8bit 0.9191
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| 388 |
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2026-04-13 10:26:24,019 INFO │ text-bison-002 0.9046
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| 389 |
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2026-04-13 10:26:24,019 INFO │ (prev best) 0.8495
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| 390 |
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2026-04-13 10:26:24,019 INFO ├─ Attack AUROC (robustness) ─────────────────┤
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| 391 |
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2026-04-13 10:26:24,019 INFO │ article_deletion 0.9925 ~
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| 392 |
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2026-04-13 10:26:24,019 INFO │ homoglyphs 1.0000 ~
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| 393 |
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2026-04-13 10:26:24,019 INFO │ misspelling 0.9957 ~
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| 394 |
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2026-04-13 10:26:24,019 INFO │ no_attack 0.9731 ~
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| 395 |
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2026-04-13 10:26:24,019 INFO │ synonym_replacement 0.9981 ~
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| 396 |
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2026-04-13 10:26:24,019 INFO │ t5_paraphrase 0.9800 ~
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| 397 |
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2026-04-13 10:26:24,019 INFO └─────────────────────────────────────────────┘
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| 398 |
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2026-04-13 10:26:28,637 INFO Detector saved → ./adal_panclef/best_detector
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2026-04-13 10:26:30,752 INFO Paraphraser saved → ./adal_panclef/best_paraphraser
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2026-04-13 10:26:30,752 INFO ✓ New best macro AUROC = 0.9307 — saved.
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2026-04-13 10:26:30,752 INFO
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── Pushing to HuggingFace Hub (trigger=best) ──
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2026-04-13 10:26:31,169 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
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| 405 |
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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"
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| 406 |
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2026-04-13 10:26:31,396 INFO Repo exists: Shushant/ADAL-Detector-PANCLEF
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| 407 |
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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"
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2026-04-13 10:26:31,629 INFO Repo exists: Shushant/ADAL_PAN-t5-paraphraser
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| 409 |
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2026-04-13 10:26:31,630 INFO Uploading detector → Shushant/ADAL-Detector-PANCLEF …
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| 410 |
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2026-04-13 10:26:31,844 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 411 |
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2026-04-13 10:26:32,996 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 412 |
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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"
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| 413 |
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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"
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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"
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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"
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| 416 |
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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"
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| 417 |
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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"
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| 418 |
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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"
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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"
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