Training logs (best)
Browse files- training_logs/training.log +80 -0
training_logs/training.log
CHANGED
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@@ -417,3 +417,83 @@
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| 417 |
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 |
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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| 419 |
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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| 417 |
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 |
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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| 419 |
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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| 420 |
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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"
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| 421 |
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2026-04-13 10:27:37,533 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL-Detector-PANCLEF
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| 422 |
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2026-04-13 10:27:37,533 INFO Uploading paraphraser → Shushant/ADAL_PAN-t5-paraphraser …
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| 423 |
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2026-04-13 10:27:37,647 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 424 |
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2026-04-13 10:27:38,271 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 425 |
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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"
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| 426 |
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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"
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| 427 |
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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"
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| 428 |
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2026-04-13 10:27:52,894 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser
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| 429 |
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2026-04-13 10:27:52,894 INFO ── Hub push complete ──
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| 430 |
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| 431 |
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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
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| 432 |
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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
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| 433 |
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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
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| 434 |
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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
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| 435 |
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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
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| 436 |
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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
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| 437 |
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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
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| 438 |
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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
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| 439 |
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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
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| 440 |
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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
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| 441 |
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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
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| 442 |
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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
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| 443 |
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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
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| 444 |
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2026-04-13 10:35:06,326 INFO ┌─ Generator AUROC ────────────────────────────┐
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| 445 |
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2026-04-13 10:35:06,327 INFO │ MACRO_AVG 0.9875 ◄
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| 446 |
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2026-04-13 10:35:06,327 INFO │ deepseek-r1-distill-qwen-32b 0.9988
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| 447 |
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2026-04-13 10:35:06,327 INFO │ falcon3-10b-instruct 0.9995
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| 448 |
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2026-04-13 10:35:06,327 INFO │ gemini-1.5-pro 0.9606
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| 449 |
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2026-04-13 10:35:06,327 INFO │ gemini-2.0-flash 0.9988
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| 450 |
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2026-04-13 10:35:06,327 INFO │ gemini-pro 0.9650
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| 451 |
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2026-04-13 10:35:06,327 INFO │ gemini-pro-paraphrase 0.9663
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| 452 |
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2026-04-13 10:35:06,327 INFO │ gpt-3.5-turbo 0.9985
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| 453 |
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2026-04-13 10:35:06,327 INFO │ gpt-4-turbo 0.9945
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| 454 |
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2026-04-13 10:35:06,327 INFO │ gpt-4-turbo-paraphrase 0.9839
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| 455 |
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2026-04-13 10:35:06,327 INFO │ gpt-4.5-preview 0.9946
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| 456 |
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2026-04-13 10:35:06,327 INFO │ gpt-4o 0.9992
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| 457 |
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2026-04-13 10:35:06,327 INFO │ gpt-4o-mini 0.9995
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| 458 |
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2026-04-13 10:35:06,327 INFO │ llama-2-70b-chat 0.9804
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| 459 |
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2026-04-13 10:35:06,327 INFO │ llama-2-7b-chat 0.9761
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| 460 |
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2026-04-13 10:35:06,327 INFO │ llama-3.1-8b-instruct 0.9870
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| 461 |
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2026-04-13 10:35:06,327 INFO │ llama-3.3-70b-instruct 0.9966
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| 462 |
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2026-04-13 10:35:06,327 INFO │ ministral-8b-instruct-2410 0.9992
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| 463 |
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2026-04-13 10:35:06,327 INFO │ mistral-7b-instruct-v0.2 0.9784
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| 464 |
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2026-04-13 10:35:06,327 INFO │ mixtral-8x7b-instruct-v0.1 0.9759
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| 465 |
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2026-04-13 10:35:06,327 INFO │ o3-mini 0.9995
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| 466 |
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2026-04-13 10:35:06,327 INFO │ qwen1.5-72b-chat-8bit 0.9879
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| 467 |
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2026-04-13 10:35:06,327 INFO │ text-bison-002 0.9853
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| 468 |
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2026-04-13 10:35:06,327 INFO │ (prev best) 0.9307
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| 469 |
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2026-04-13 10:35:06,327 INFO ├─ Attack AUROC (robustness) ─────────────────┤
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| 470 |
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2026-04-13 10:35:06,327 INFO │ article_deletion 0.9964 ~
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| 471 |
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2026-04-13 10:35:06,327 INFO │ homoglyphs 0.9992 ~
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| 472 |
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2026-04-13 10:35:06,327 INFO │ misspelling 0.9976 ~
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| 473 |
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2026-04-13 10:35:06,327 INFO │ no_attack 0.9948 ~
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| 474 |
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2026-04-13 10:35:06,327 INFO │ synonym_replacement 0.9961 ~
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| 475 |
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2026-04-13 10:35:06,327 INFO │ t5_paraphrase 0.9800 ~
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| 476 |
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2026-04-13 10:35:06,327 INFO └─────────────────────────────────────────────┘
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| 477 |
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2026-04-13 10:35:11,101 INFO Detector saved → ./adal_panclef/best_detector
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| 478 |
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2026-04-13 10:35:13,197 INFO Paraphraser saved → ./adal_panclef/best_paraphraser
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| 479 |
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2026-04-13 10:35:13,197 INFO ✓ New best macro AUROC = 0.9875 — saved.
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| 480 |
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| 481 |
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2026-04-13 10:35:13,197 INFO
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| 482 |
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── Pushing to HuggingFace Hub (trigger=best) ──
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| 483 |
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2026-04-13 10:35:13,385 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
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| 484 |
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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"
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| 485 |
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2026-04-13 10:35:13,508 INFO Repo exists: Shushant/ADAL-Detector-PANCLEF
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| 486 |
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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"
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| 487 |
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2026-04-13 10:35:13,629 INFO Repo exists: Shushant/ADAL_PAN-t5-paraphraser
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| 488 |
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2026-04-13 10:35:13,629 INFO Uploading detector → Shushant/ADAL-Detector-PANCLEF …
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| 489 |
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2026-04-13 10:35:13,741 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 490 |
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2026-04-13 10:35:14,812 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 491 |
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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"
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| 492 |
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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"
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| 493 |
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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"
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| 494 |
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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"
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| 495 |
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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"
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| 496 |
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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"
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| 497 |
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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"
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| 498 |
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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"
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| 499 |
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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"
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