Training logs (best)
Browse files- training_logs/training.log +80 -0
training_logs/training.log
CHANGED
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@@ -576,3 +576,83 @@
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| 576 |
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 |
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 |
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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| 576 |
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 |
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 |
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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| 579 |
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2026-04-13 10:44:30,698 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
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| 580 |
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2026-04-13 10:44:30,699 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL-Detector-PANCLEF
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| 581 |
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2026-04-13 10:44:30,699 INFO Uploading paraphraser → Shushant/ADAL_PAN-t5-paraphraser …
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| 582 |
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2026-04-13 10:44:30,810 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 583 |
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2026-04-13 10:44:31,439 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 584 |
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2026-04-13 10:44:31,582 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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| 585 |
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2026-04-13 10:44:31,712 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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| 586 |
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2026-04-13 10:44:43,808 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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| 587 |
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2026-04-13 10:44:43,809 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_PAN-t5-paraphraser
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| 588 |
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2026-04-13 10:44:43,809 INFO ── Hub push complete ──
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| 589 |
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| 590 |
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2026-04-13 10:45:24,444 INFO [Step 26/200] det=3.0797 para=-0.0055 raw_rwd=0.1709±0.0137 rwd=0.1709
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| 591 |
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2026-04-13 10:45:24,444 INFO loss components: L_human=0.439 L_xm_original=0.448 L_t5_para=0.432 L_synonym_replacement=0.454 L_homoglyphs=0.428 L_article_deletion=0.439 L_misspelling=0.436 total=3.075
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| 592 |
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2026-04-13 10:45:24,444 INFO per-gen rewards: deepseek=0.178 falcon3-=0.162 gemini-1=0.168 gemini-2=0.164 gemini-p=0.187 gemini-p=0.161 gpt-3.5-=0.172 gpt-4-tu=0.167 gpt-4-tu=0.168 gpt-4.5-=0.152 gpt-4o=0.177 gpt-4o-m=0.169 llama-2-=0.159 llama-2-=0.148 llama-3.=0.177 llama-3.=0.196 ministra=0.173 mistral-=0.176 mixtral-=0.166 o3-mini=0.166 qwen1.5-=0.174 text-bis=0.175
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| 593 |
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2026-04-13 10:45:39,057 INFO [Step 27/200] det=skip para=0.0168 raw_rwd=0.1533±0.0292 rwd=0.1533
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| 594 |
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2026-04-13 10:45:39,058 INFO per-gen rewards: deepseek=0.146 falcon3-=0.151 gemini-1=0.169 gemini-2=0.169 gemini-p=0.143 gemini-p=0.144 gpt-3.5-=0.154 gpt-4-tu=0.116 gpt-4-tu=0.129 gpt-4.5-=0.130 gpt-4o=0.150 gpt-4o-m=0.146 llama-2-=0.129 llama-2-=0.146 llama-3.=0.158 llama-3.=0.123 ministra=0.162 mistral-=0.136 mixtral-=0.170 o3-mini=0.159 qwen1.5-=0.205 text-bis=0.143
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| 595 |
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2026-04-13 10:46:19,550 INFO [Step 28/200] det=3.1591 para=0.0315 raw_rwd=0.1581±0.0284 rwd=0.1581
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| 596 |
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2026-04-13 10:46:19,550 INFO loss components: L_human=0.479 L_xm_original=0.437 L_t5_para=0.431 L_synonym_replacement=0.433 L_homoglyphs=0.427 L_article_deletion=0.425 L_misspelling=0.433 total=3.065
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| 597 |
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2026-04-13 10:46:19,550 INFO per-gen rewards: deepseek=0.171 falcon3-=0.160 gemini-1=0.150 gemini-2=0.146 gemini-p=0.147 gemini-p=0.153 gpt-3.5-=0.153 gpt-4-tu=0.150 gpt-4-tu=0.230 gpt-4.5-=0.144 gpt-4o=0.138 gpt-4o-m=0.157 llama-2-=0.128 llama-2-=0.125 llama-3.=0.185 llama-3.=0.138 ministra=0.181 mistral-=0.149 mixtral-=0.165 o3-mini=0.151 qwen1.5-=0.178 text-bis=0.201
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| 598 |
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2026-04-13 10:46:34,141 INFO [Step 29/200] det=skip para=0.0000 raw_rwd=0.1577±0.0125 rwd=0.1577
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| 599 |
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2026-04-13 10:46:34,142 INFO per-gen rewards: deepseek=0.148 falcon3-=0.168 gemini-1=0.170 gemini-2=0.149 gemini-p=0.157 gemini-p=0.153 gpt-3.5-=0.157 gpt-4-tu=0.159 gpt-4-tu=0.177 gpt-4.5-=0.141 gpt-4o=0.157 gpt-4o-m=0.153 llama-2-=0.149 llama-2-=0.157 llama-3.=0.160 llama-3.=0.167 ministra=0.163 mistral-=0.152 mixtral-=0.143 o3-mini=0.159 qwen1.5-=0.138 text-bis=0.160
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| 600 |
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2026-04-13 10:47:14,419 INFO [Step 30/200] det=3.0753 para=0.0043 raw_rwd=0.1512±0.0123 rwd=0.1512
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| 601 |
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2026-04-13 10:47:14,419 INFO loss components: L_human=0.435 L_xm_original=0.432 L_t5_para=0.431 L_synonym_replacement=0.441 L_homoglyphs=0.424 L_article_deletion=0.428 L_misspelling=0.431 total=3.022
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| 602 |
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2026-04-13 10:47:14,419 INFO per-gen rewards: deepseek=0.143 falcon3-=0.150 gemini-1=0.155 gemini-2=0.149 gemini-p=0.154 gemini-p=0.158 gpt-3.5-=0.160 gpt-4-tu=0.166 gpt-4-tu=0.160 gpt-4.5-=0.145 gpt-4o=0.147 gpt-4o-m=0.151 llama-2-=0.142 llama-2-=0.159 llama-3.=0.146 llama-3.=0.144 ministra=0.157 mistral-=0.125 mixtral-=0.153 o3-mini=0.150 qwen1.5-=0.157 text-bis=0.158
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| 603 |
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2026-04-13 10:51:57,332 INFO ┌─ Generator AUROC ────────────────────────────┐
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| 604 |
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2026-04-13 10:51:57,333 INFO │ MACRO_AVG 0.9933 ◄
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| 605 |
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2026-04-13 10:51:57,333 INFO │ deepseek-r1-distill-qwen-32b 0.9992
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| 606 |
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2026-04-13 10:51:57,333 INFO │ falcon3-10b-instruct 0.9994
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| 607 |
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2026-04-13 10:51:57,333 INFO │ gemini-1.5-pro 0.9621
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| 608 |
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2026-04-13 10:51:57,333 INFO │ gemini-2.0-flash 0.9994
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| 609 |
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2026-04-13 10:51:57,333 INFO │ gemini-pro 0.9799
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| 610 |
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2026-04-13 10:51:57,333 INFO │ gemini-pro-paraphrase 0.9831
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| 611 |
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2026-04-13 10:51:57,333 INFO │ gpt-3.5-turbo 0.9997
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| 612 |
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2026-04-13 10:51:57,333 INFO │ gpt-4-turbo 0.9995
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| 613 |
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2026-04-13 10:51:57,333 INFO │ gpt-4-turbo-paraphrase 0.9931
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| 614 |
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2026-04-13 10:51:57,333 INFO │ gpt-4.5-preview 0.9960
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| 615 |
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2026-04-13 10:51:57,333 INFO │ gpt-4o 0.9999
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| 616 |
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2026-04-13 10:51:57,333 INFO │ gpt-4o-mini 0.9999
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| 617 |
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2026-04-13 10:51:57,333 INFO │ llama-2-70b-chat 0.9905
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| 618 |
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2026-04-13 10:51:57,333 INFO │ llama-2-7b-chat 0.9911
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| 619 |
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2026-04-13 10:51:57,333 INFO │ llama-3.1-8b-instruct 0.9897
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| 620 |
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2026-04-13 10:51:57,333 INFO │ llama-3.3-70b-instruct 0.9990
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| 621 |
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2026-04-13 10:51:57,333 INFO │ ministral-8b-instruct-2410 0.9995
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| 622 |
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2026-04-13 10:51:57,333 INFO │ mistral-7b-instruct-v0.2 0.9909
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| 623 |
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2026-04-13 10:51:57,333 INFO │ mixtral-8x7b-instruct-v0.1 0.9896
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| 624 |
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2026-04-13 10:51:57,333 INFO │ o3-mini 0.9997
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| 625 |
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2026-04-13 10:51:57,333 INFO │ qwen1.5-72b-chat-8bit 0.9972
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| 626 |
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2026-04-13 10:51:57,333 INFO │ text-bison-002 0.9945
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| 627 |
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2026-04-13 10:51:57,333 INFO │ (prev best) 0.9876
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| 628 |
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2026-04-13 10:51:57,333 INFO ├─ Attack AUROC (robustness) ─────────────────┤
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| 629 |
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2026-04-13 10:51:57,333 INFO │ article_deletion 0.9974 ~
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| 630 |
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2026-04-13 10:51:57,333 INFO │ homoglyphs 0.9997 ~
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| 631 |
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2026-04-13 10:51:57,333 INFO │ misspelling 0.9985 ~
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| 632 |
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2026-04-13 10:51:57,333 INFO │ no_attack 0.9956 ~
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| 633 |
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2026-04-13 10:51:57,333 INFO │ synonym_replacement 0.9991 ~
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| 634 |
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2026-04-13 10:51:57,333 INFO │ t5_paraphrase 0.9800 ~
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| 635 |
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2026-04-13 10:51:57,333 INFO └─────────────────────────────────────────────┘
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| 636 |
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2026-04-13 10:52:02,074 INFO Detector saved → ./adal_panclef/best_detector
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| 637 |
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2026-04-13 10:52:04,212 INFO Paraphraser saved → ./adal_panclef/best_paraphraser
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| 638 |
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2026-04-13 10:52:04,213 INFO ✓ New best macro AUROC = 0.9933 — saved.
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| 639 |
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| 640 |
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2026-04-13 10:52:04,213 INFO
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| 641 |
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── Pushing to HuggingFace Hub (trigger=best) ──
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| 642 |
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2026-04-13 10:52:04,421 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
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| 643 |
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2026-04-13 10:52:04,552 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF "HTTP/1.1 200 OK"
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| 644 |
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2026-04-13 10:52:04,553 INFO Repo exists: Shushant/ADAL-Detector-PANCLEF
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| 645 |
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2026-04-13 10:52:04,667 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_PAN-t5-paraphraser "HTTP/1.1 200 OK"
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| 646 |
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2026-04-13 10:52:04,668 INFO Repo exists: Shushant/ADAL_PAN-t5-paraphraser
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| 647 |
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2026-04-13 10:52:04,669 INFO Uploading detector → Shushant/ADAL-Detector-PANCLEF …
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| 648 |
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2026-04-13 10:52:04,778 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 649 |
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2026-04-13 10:52:05,882 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 650 |
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2026-04-13 10:52:06,023 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
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| 651 |
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2026-04-13 10:52:06,162 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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| 652 |
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2026-04-13 10:52:06,295 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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| 653 |
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2026-04-13 10:53:04,186 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
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| 654 |
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2026-04-13 10:53:04,320 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
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| 655 |
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2026-04-13 10:53:05,259 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
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| 656 |
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2026-04-13 10:53:05,391 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
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| 657 |
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2026-04-13 10:53:06,229 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/commit/main "HTTP/1.1 200 OK"
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| 658 |
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2026-04-13 10:53:06,361 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-Detector-PANCLEF/preupload/main "HTTP/1.1 200 OK"
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