Training logs (best)
Browse files- training_logs/training.log +70 -0
training_logs/training.log
CHANGED
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@@ -8976,3 +8976,73 @@
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| 8976 |
2026-04-03 21:24:03,633 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
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| 8977 |
2026-04-03 21:24:04,444 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK"
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| 8978 |
2026-04-03 21:24:04,592 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
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| 8976 |
2026-04-03 21:24:03,633 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
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| 8977 |
2026-04-03 21:24:04,444 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK"
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| 8978 |
2026-04-03 21:24:04,592 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
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| 8979 |
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2026-04-03 21:24:06,168 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK"
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| 8980 |
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2026-04-03 21:24:06,169 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector
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| 8981 |
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2026-04-03 21:24:06,169 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher …
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| 8982 |
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2026-04-03 21:24:06,281 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 8983 |
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2026-04-03 21:24:06,918 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 8984 |
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2026-04-03 21:24:07,064 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK"
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| 8985 |
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2026-04-03 21:24:07,185 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
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| 8986 |
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2026-04-03 21:24:07,299 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK"
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| 8987 |
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2026-04-03 21:24:14,603 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK"
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| 8988 |
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2026-04-03 21:24:14,604 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher
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| 8989 |
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2026-04-03 21:24:14,604 INFO ── Hub push complete ──
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| 8990 |
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| 8991 |
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2026-04-03 21:24:48,278 INFO [Step 36/200] det=3.1824 para=-0.0023 raw_rwd=0.1615±0.0143 rwd=0.1615
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| 8992 |
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2026-04-03 21:24:48,278 INFO loss components: L_human=0.592 L_xm_original=0.490 L_t5_para=0.439 L_synonym_replacement=0.462 L_homoglyphs=0.434 L_article_deletion=0.436 L_misspelling=0.510 total=3.363
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| 8993 |
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2026-04-03 21:24:48,278 INFO per-gen rewards: chatgpt=0.155 cohere=0.171 cohere-c=0.171 gpt2=0.160 gpt3=0.157 gpt4=0.157 llama-ch=0.159 mistral=0.167 mistral-=0.166 mpt=0.159 mpt-chat=0.156
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| 8994 |
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2026-04-03 21:25:01,492 INFO [Step 37/200] det=skip para=-0.0039 raw_rwd=0.1481±0.0165 rwd=0.1481
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| 8995 |
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2026-04-03 21:25:01,492 INFO per-gen rewards: chatgpt=0.142 cohere=0.153 cohere-c=0.130 gpt2=0.154 gpt3=0.155 gpt4=0.145 llama-ch=0.156 mistral=0.148 mistral-=0.138 mpt=0.148 mpt-chat=0.153
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| 8996 |
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2026-04-03 21:25:34,446 INFO [Step 38/200] det=3.2053 para=-0.0000 raw_rwd=0.1535±0.0141 rwd=0.1535
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| 8997 |
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2026-04-03 21:25:34,446 INFO loss components: L_human=0.449 L_xm_original=0.439 L_t5_para=0.433 L_synonym_replacement=0.448 L_homoglyphs=0.428 L_article_deletion=0.472 L_misspelling=0.429 total=3.098
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| 8998 |
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2026-04-03 21:25:34,446 INFO per-gen rewards: chatgpt=0.144 cohere=0.152 cohere-c=0.164 gpt2=0.156 gpt3=0.152 gpt4=0.148 llama-ch=0.158 mistral=0.154 mistral-=0.154 mpt=0.159 mpt-chat=0.144
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| 8999 |
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2026-04-03 21:25:47,619 INFO [Step 39/200] det=skip para=-0.0000 raw_rwd=0.1521±0.0110 rwd=0.1521
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| 9000 |
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2026-04-03 21:25:47,620 INFO per-gen rewards: chatgpt=0.150 cohere=0.149 cohere-c=0.152 gpt2=0.147 gpt3=0.154 gpt4=0.153 llama-ch=0.149 mistral=0.154 mistral-=0.155 mpt=0.155 mpt-chat=0.153
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| 9001 |
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2026-04-03 21:26:21,599 INFO [Step 40/200] det=3.1996 para=-0.0018 raw_rwd=0.1515±0.0128 rwd=0.1515
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| 9002 |
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2026-04-03 21:26:21,599 INFO loss components: L_human=0.691 L_xm_original=0.598 L_t5_para=0.426 L_synonym_replacement=0.465 L_homoglyphs=0.427 L_article_deletion=0.440 L_misspelling=0.433 total=3.479
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| 9003 |
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2026-04-03 21:26:21,599 INFO per-gen rewards: chatgpt=0.156 cohere=0.147 cohere-c=0.154 gpt2=0.147 gpt3=0.155 gpt4=0.154 llama-ch=0.149 mistral=0.148 mistral-=0.158 mpt=0.155 mpt-chat=0.148
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| 9004 |
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2026-04-03 22:19:43,663 INFO ┌─ Generator AUROC ────────────────────────────┐
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| 9005 |
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2026-04-03 22:19:43,663 INFO │ MACRO_AVG 0.9809 ◄
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| 9006 |
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2026-04-03 22:19:43,663 INFO │ chatgpt 0.9946
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| 9007 |
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2026-04-03 22:19:43,663 INFO │ cohere 0.9688
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| 9008 |
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2026-04-03 22:19:43,664 INFO │ cohere-chat 0.9794
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| 9009 |
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2026-04-03 22:19:43,664 INFO │ gpt2 0.9738
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| 9010 |
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2026-04-03 22:19:43,664 INFO │ gpt3 0.9885
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| 9011 |
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2026-04-03 22:19:43,664 INFO │ gpt4 0.9963
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| 9012 |
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2026-04-03 22:19:43,664 INFO │ llama-chat 0.9939
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| 9013 |
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2026-04-03 22:19:43,664 INFO │ mistral 0.9652
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| 9014 |
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2026-04-03 22:19:43,664 INFO │ mistral-chat 0.9933
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| 9015 |
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2026-04-03 22:19:43,664 INFO │ mpt 0.9447
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| 9016 |
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2026-04-03 22:19:43,664 INFO │ mpt-chat 0.9917
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| 9017 |
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2026-04-03 22:19:43,664 INFO │ (prev best) 0.9784
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| 9018 |
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2026-04-03 22:19:43,664 INFO ├─ Attack AUROC (robustness) ─────────────────┤
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| 9019 |
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2026-04-03 22:19:43,664 INFO │ article_deletion 0.9919 ~
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| 9020 |
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2026-04-03 22:19:43,664 INFO │ homoglyphs 0.9952 ~
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| 9021 |
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2026-04-03 22:19:43,664 INFO │ misspelling 0.9908 ~
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| 9022 |
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2026-04-03 22:19:43,664 INFO │ no_attack 0.9939 ~
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| 9023 |
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2026-04-03 22:19:43,664 INFO │ synonym_replacement 0.9899 ~
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| 9024 |
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2026-04-03 22:19:43,664 INFO │ t5_paraphrase 0.9800 ~
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| 9025 |
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2026-04-03 22:19:43,664 INFO └─────────────────────────────────────────────┘
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| 9026 |
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2026-04-03 22:19:48,582 INFO Detector saved → ./radar_multievasion/best_detector
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| 9027 |
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2026-04-03 22:19:50,717 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser
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| 9028 |
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2026-04-03 22:19:50,717 INFO ✓ New best macro AUROC = 0.9809 — saved.
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| 9029 |
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| 9030 |
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2026-04-03 22:19:50,717 INFO
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| 9031 |
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── Pushing to HuggingFace Hub (trigger=best) ──
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| 9032 |
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2026-04-03 22:19:50,909 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
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| 9033 |
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2026-04-03 22:19:51,031 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK"
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| 9034 |
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2026-04-03 22:19:51,032 INFO Repo exists: Shushant/ADAL_AI_Detector
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| 9035 |
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2026-04-03 22:19:51,156 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK"
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| 9036 |
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2026-04-03 22:19:51,157 INFO Repo exists: Shushant/ADAL_Paraphrasher
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| 9037 |
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2026-04-03 22:19:51,157 INFO Uploading detector → Shushant/ADAL_AI_Detector …
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| 9038 |
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2026-04-03 22:19:51,270 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 9039 |
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2026-04-03 22:19:52,415 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 9040 |
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2026-04-03 22:19:52,608 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
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| 9041 |
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2026-04-03 22:19:52,737 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
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| 9042 |
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2026-04-03 22:19:52,850 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK"
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| 9043 |
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2026-04-03 22:20:44,507 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK"
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| 9044 |
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2026-04-03 22:20:44,646 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
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| 9045 |
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2026-04-03 22:20:45,627 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK"
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| 9046 |
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2026-04-03 22:20:45,867 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
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| 9047 |
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2026-04-03 22:20:46,544 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK"
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| 9048 |
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2026-04-03 22:20:46,686 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
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