Training logs (best)
Browse files- training_logs/training.log +79 -0
training_logs/training.log
CHANGED
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@@ -497,3 +497,82 @@
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| 497 |
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 |
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 |
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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| 497 |
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 |
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 |
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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| 500 |
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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"
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| 501 |
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2026-04-13 10:36:12,927 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL-Detector-PANCLEF
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| 502 |
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2026-04-13 10:36:12,927 INFO Uploading paraphraser → Shushant/ADAL_PAN-t5-paraphraser …
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| 503 |
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2026-04-13 10:36:13,037 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 504 |
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2026-04-13 10:36:13,663 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 505 |
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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"
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| 506 |
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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"
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| 507 |
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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"
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| 508 |
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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"
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| 509 |
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2026-04-13 10:36:31,165 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser
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| 510 |
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2026-04-13 10:36:31,165 INFO ── Hub push complete ──
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| 511 |
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| 512 |
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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
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| 513 |
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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
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| 514 |
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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
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| 515 |
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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
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| 516 |
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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
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| 517 |
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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
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| 518 |
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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
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| 519 |
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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
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| 520 |
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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
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| 521 |
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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
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| 522 |
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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
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| 523 |
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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
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| 524 |
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2026-04-13 10:43:19,473 INFO ┌─ Generator AUROC ────────────────────────────┐
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| 525 |
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2026-04-13 10:43:19,473 INFO │ MACRO_AVG 0.9876 ◄
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| 526 |
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2026-04-13 10:43:19,473 INFO │ deepseek-r1-distill-qwen-32b 0.9964
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| 527 |
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2026-04-13 10:43:19,473 INFO │ falcon3-10b-instruct 0.9930
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| 528 |
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2026-04-13 10:43:19,473 INFO │ gemini-1.5-pro 0.9625
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| 529 |
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2026-04-13 10:43:19,473 INFO │ gemini-2.0-flash 0.9969
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| 530 |
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2026-04-13 10:43:19,473 INFO │ gemini-pro 0.9747
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| 531 |
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2026-04-13 10:43:19,473 INFO │ gemini-pro-paraphrase 0.9735
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| 532 |
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2026-04-13 10:43:19,473 INFO │ gpt-3.5-turbo 0.9964
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| 533 |
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2026-04-13 10:43:19,473 INFO │ gpt-4-turbo 0.9924
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| 534 |
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2026-04-13 10:43:19,473 INFO │ gpt-4-turbo-paraphrase 0.9851
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| 535 |
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2026-04-13 10:43:19,473 INFO │ gpt-4.5-preview 0.9906
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| 536 |
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2026-04-13 10:43:19,473 INFO │ gpt-4o 0.9980
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| 537 |
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2026-04-13 10:43:19,473 INFO │ gpt-4o-mini 0.9984
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| 538 |
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2026-04-13 10:43:19,473 INFO │ llama-2-70b-chat 0.9851
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| 539 |
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2026-04-13 10:43:19,473 INFO │ llama-2-7b-chat 0.9830
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| 540 |
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2026-04-13 10:43:19,473 INFO │ llama-3.1-8b-instruct 0.9819
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| 541 |
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2026-04-13 10:43:19,474 INFO │ llama-3.3-70b-instruct 0.9887
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| 542 |
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2026-04-13 10:43:19,474 INFO │ ministral-8b-instruct-2410 0.9955
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| 543 |
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2026-04-13 10:43:19,474 INFO │ mistral-7b-instruct-v0.2 0.9838
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| 544 |
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2026-04-13 10:43:19,474 INFO │ mixtral-8x7b-instruct-v0.1 0.9822
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| 545 |
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2026-04-13 10:43:19,474 INFO │ o3-mini 0.9967
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| 546 |
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2026-04-13 10:43:19,474 INFO │ qwen1.5-72b-chat-8bit 0.9866
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| 547 |
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2026-04-13 10:43:19,474 INFO │ text-bison-002 0.9853
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| 548 |
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2026-04-13 10:43:19,474 INFO │ (prev best) 0.9875
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| 549 |
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2026-04-13 10:43:19,474 INFO ├─ Attack AUROC (robustness) ─────────────────┤
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| 550 |
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2026-04-13 10:43:19,474 INFO │ article_deletion 0.9963 ~
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| 551 |
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2026-04-13 10:43:19,474 INFO │ homoglyphs 0.9994 ~
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| 552 |
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2026-04-13 10:43:19,474 INFO │ misspelling 0.9970 ~
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| 553 |
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2026-04-13 10:43:19,474 INFO │ no_attack 0.9951 ~
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| 554 |
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2026-04-13 10:43:19,474 INFO │ synonym_replacement 0.9935 ~
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| 555 |
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2026-04-13 10:43:19,474 INFO │ t5_paraphrase 0.9800 ~
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| 556 |
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2026-04-13 10:43:19,474 INFO └─────────────────────────────────────────────┘
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| 557 |
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2026-04-13 10:43:24,030 INFO Detector saved → ./adal_panclef/best_detector
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| 558 |
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2026-04-13 10:43:26,148 INFO Paraphraser saved → ./adal_panclef/best_paraphraser
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| 559 |
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2026-04-13 10:43:26,148 INFO ✓ New best macro AUROC = 0.9876 — saved.
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| 560 |
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2026-04-13 10:43:26,148 INFO
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── Pushing to HuggingFace Hub (trigger=best) ──
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| 563 |
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2026-04-13 10:43:26,340 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
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| 564 |
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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"
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| 565 |
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2026-04-13 10:43:26,462 INFO Repo exists: Shushant/ADAL-Detector-PANCLEF
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| 566 |
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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"
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| 567 |
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2026-04-13 10:43:26,580 INFO Repo exists: Shushant/ADAL_PAN-t5-paraphraser
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| 568 |
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2026-04-13 10:43:26,580 INFO Uploading detector → Shushant/ADAL-Detector-PANCLEF …
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| 569 |
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2026-04-13 10:43:26,695 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 570 |
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2026-04-13 10:43:27,788 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 571 |
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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"
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| 572 |
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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"
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| 573 |
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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"
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| 574 |
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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"
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| 575 |
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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"
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| 576 |
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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"
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| 577 |
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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"
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| 578 |
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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"
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