Training logs (final)
Browse files- training_logs/training.log +295 -0
training_logs/training.log
CHANGED
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@@ -1759,3 +1759,298 @@
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| 1759 |
2026-04-10 04:12:55,906 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-detector-large/preupload/main "HTTP/1.1 200 OK"
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| 1760 |
2026-04-10 04:12:56,576 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-detector-large/commit/main "HTTP/1.1 200 OK"
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| 1761 |
2026-04-10 04:12:56,711 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-detector-large/preupload/main "HTTP/1.1 200 OK"
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| 1759 |
2026-04-10 04:12:55,906 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-detector-large/preupload/main "HTTP/1.1 200 OK"
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| 1760 |
2026-04-10 04:12:56,576 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-detector-large/commit/main "HTTP/1.1 200 OK"
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| 1761 |
2026-04-10 04:12:56,711 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-detector-large/preupload/main "HTTP/1.1 200 OK"
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| 1762 |
+
2026-04-10 04:12:57,610 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-detector-large/commit/main "HTTP/1.1 200 OK"
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| 1763 |
+
2026-04-10 04:12:57,611 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL-detector-large
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| 1764 |
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2026-04-10 04:12:57,611 INFO Uploading paraphraser → Shushant/adal-paraphraser-large …
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| 1765 |
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2026-04-10 04:12:57,721 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 1766 |
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2026-04-10 04:12:58,353 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
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| 1767 |
+
2026-04-10 04:12:58,493 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/adal-paraphraser-large/preupload/main "HTTP/1.1 200 OK"
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| 1768 |
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2026-04-10 04:12:58,612 INFO HTTP Request: POST https://huggingface.co/Shushant/adal-paraphraser-large.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
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| 1769 |
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2026-04-10 04:12:58,725 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/adal-paraphraser-large/xet-write-token/main "HTTP/1.1 200 OK"
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| 1770 |
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2026-04-10 04:13:04,731 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/adal-paraphraser-large/commit/main "HTTP/1.1 200 OK"
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| 1771 |
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2026-04-10 04:13:04,732 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/adal-paraphraser-large
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| 1772 |
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2026-04-10 04:13:04,732 INFO ── Hub push complete ──
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| 1773 |
+
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| 1774 |
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2026-04-10 04:13:41,866 INFO [Step 166/200] det=2.3281 para=0.0000 raw_rwd=0.0853±0.0015 rwd=0.0853
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| 1775 |
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2026-04-10 04:13:41,866 INFO loss components: L_human=0.341 L_xm_original=0.332 L_t5_para=0.326 L_synonym_replacement=0.328 L_homoglyphs=0.328 L_article_deletion=0.328 L_misspelling=0.328 total=2.311
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| 1776 |
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2026-04-10 04:13:41,866 INFO per-gen rewards: chatgpt=0.086 cohere=0.085 cohere-c=0.086 gpt2=0.085 gpt3=0.084 gpt4=0.085 llama-ch=0.086 mistral=0.086 mistral-=0.085 mpt=0.084 mpt-chat=0.086
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| 1777 |
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2026-04-10 04:13:55,720 INFO [Step 167/200] det=skip para=0.0000 raw_rwd=0.1058±0.0017 rwd=0.1058
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| 1778 |
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2026-04-10 04:13:55,720 INFO per-gen rewards: chatgpt=0.107 cohere=0.105 cohere-c=0.105 gpt2=0.107 gpt3=0.105 gpt4=0.106 llama-ch=0.106 mistral=0.106 mistral-=0.105 mpt=0.106 mpt-chat=0.106
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| 1779 |
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2026-04-10 04:14:32,419 INFO [Step 168/200] det=2.4577 para=-0.0059 raw_rwd=0.1057±0.0017 rwd=0.1057
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| 1780 |
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2026-04-10 04:14:32,419 INFO loss components: L_human=0.330 L_xm_original=0.520 L_t5_para=0.327 L_synonym_replacement=0.326 L_homoglyphs=0.326 L_article_deletion=0.327 L_misspelling=0.326 total=2.481
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| 1781 |
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2026-04-10 04:14:32,419 INFO per-gen rewards: chatgpt=0.106 cohere=0.106 cohere-c=0.105 gpt2=0.106 gpt3=0.107 gpt4=0.104 llama-ch=0.106 mistral=0.106 mistral-=0.105 mpt=0.105 mpt-chat=0.106
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| 1782 |
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2026-04-10 04:14:46,030 INFO [Step 169/200] det=skip para=0.0000 raw_rwd=0.1099±0.0019 rwd=0.1099
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| 1783 |
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2026-04-10 04:14:46,030 INFO per-gen rewards: chatgpt=0.109 cohere=0.109 cohere-c=0.111 gpt2=0.110 gpt3=0.110 gpt4=0.111 llama-ch=0.110 mistral=0.110 mistral-=0.111 mpt=0.109 mpt-chat=0.109
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| 1784 |
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2026-04-10 04:15:22,958 INFO [Step 170/200] det=2.3831 para=-0.0000 raw_rwd=0.1101±0.0020 rwd=0.1101
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| 1785 |
+
2026-04-10 04:15:22,958 INFO loss components: L_human=0.328 L_xm_original=0.330 L_t5_para=0.328 L_synonym_replacement=0.326 L_homoglyphs=0.327 L_article_deletion=0.329 L_misspelling=0.327 total=2.294
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| 1786 |
+
2026-04-10 04:15:22,958 INFO per-gen rewards: chatgpt=0.110 cohere=0.109 cohere-c=0.112 gpt2=0.111 gpt3=0.110 gpt4=0.110 llama-ch=0.110 mistral=0.111 mistral-=0.111 mpt=0.109 mpt-chat=0.109
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| 1787 |
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2026-04-10 05:21:17,701 INFO ┌─ Generator AUROC ────────────────────────────┐
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| 1788 |
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2026-04-10 05:21:17,702 INFO │ MACRO_AVG 0.9904 ◄
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| 1789 |
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2026-04-10 05:21:17,702 INFO │ chatgpt 0.9918
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| 1790 |
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2026-04-10 05:21:17,702 INFO │ cohere 0.9799
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| 1791 |
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2026-04-10 05:21:17,702 INFO │ cohere-chat 0.9889
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| 1792 |
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2026-04-10 05:21:17,702 INFO │ gpt2 0.9922
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| 1793 |
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2026-04-10 05:21:17,702 INFO │ gpt3 0.9918
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| 1794 |
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2026-04-10 05:21:17,702 INFO │ gpt4 0.9932
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| 1795 |
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2026-04-10 05:21:17,702 INFO │ llama-chat 0.9924
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| 1796 |
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2026-04-10 05:21:17,702 INFO │ mistral 0.9904
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| 1797 |
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2026-04-10 05:21:17,702 INFO │ mistral-chat 0.9930
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| 1798 |
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2026-04-10 05:21:17,702 INFO │ mpt 0.9863
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| 1799 |
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2026-04-10 05:21:17,702 INFO │ mpt-chat 0.9943
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| 1800 |
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2026-04-10 05:21:17,702 INFO │ (prev best) 0.9940
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| 1801 |
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2026-04-10 05:21:17,702 INFO ├─ Attack AUROC (robustness) ─────────────────┤
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| 1802 |
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2026-04-10 05:21:17,702 INFO │ article_deletion 0.9936 ~
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| 1803 |
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2026-04-10 05:21:17,702 INFO │ homoglyphs 0.9927 ~
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| 1804 |
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2026-04-10 05:21:17,702 INFO │ misspelling 0.9951 ~
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| 1805 |
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2026-04-10 05:21:17,702 INFO │ no_attack 0.9922 ~
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| 1806 |
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2026-04-10 05:21:17,702 INFO │ synonym_replacement 0.9938 ~
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| 1807 |
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2026-04-10 05:21:17,702 INFO │ t5_paraphrase 0.9800 ~
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| 1808 |
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2026-04-10 05:21:17,702 INFO └─────────────────────────────────────────────┘
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| 1809 |
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2026-04-10 05:21:17,702 INFO No improvement (1/25) best=0.9940
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| 1810 |
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| 1811 |
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2026-04-10 05:21:31,788 INFO [Step 171/200] det=skip para=0.0000 raw_rwd=0.0978±0.0019 rwd=0.0978
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| 1812 |
+
2026-04-10 05:21:31,789 INFO per-gen rewards: chatgpt=0.098 cohere=0.097 cohere-c=0.098 gpt2=0.097 gpt3=0.097 gpt4=0.097 llama-ch=0.099 mistral=0.097 mistral-=0.100 mpt=0.098 mpt-chat=0.098
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| 1813 |
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2026-04-10 05:22:09,204 INFO [Step 172/200] det=2.3103 para=0.0000 raw_rwd=0.0981±0.0017 rwd=0.0981
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| 1814 |
+
2026-04-10 05:22:09,205 INFO loss components: L_human=0.328 L_xm_original=0.328 L_t5_para=0.326 L_synonym_replacement=0.326 L_homoglyphs=0.327 L_article_deletion=0.328 L_misspelling=0.327 total=2.291
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| 1815 |
+
2026-04-10 05:22:09,205 INFO per-gen rewards: chatgpt=0.098 cohere=0.098 cohere-c=0.098 gpt2=0.098 gpt3=0.099 gpt4=0.099 llama-ch=0.098 mistral=0.098 mistral-=0.099 mpt=0.097 mpt-chat=0.098
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| 1816 |
+
2026-04-10 05:22:23,017 INFO [Step 173/200] det=skip para=0.0000 raw_rwd=0.1030±0.0016 rwd=0.1030
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| 1817 |
+
2026-04-10 05:22:23,017 INFO per-gen rewards: chatgpt=0.103 cohere=0.101 cohere-c=0.104 gpt2=0.103 gpt3=0.104 gpt4=0.104 llama-ch=0.104 mistral=0.103 mistral-=0.102 mpt=0.102 mpt-chat=0.104
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| 1818 |
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2026-04-10 05:23:00,989 INFO [Step 174/200] det=2.3258 para=-0.0000 raw_rwd=0.1031±0.0016 rwd=0.1031
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| 1819 |
+
2026-04-10 05:23:00,989 INFO loss components: L_human=0.331 L_xm_original=0.329 L_t5_para=0.326 L_synonym_replacement=0.327 L_homoglyphs=0.327 L_article_deletion=0.338 L_misspelling=0.330 total=2.308
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| 1820 |
+
2026-04-10 05:23:00,989 INFO per-gen rewards: chatgpt=0.104 cohere=0.102 cohere-c=0.103 gpt2=0.103 gpt3=0.103 gpt4=0.103 llama-ch=0.103 mistral=0.104 mistral-=0.103 mpt=0.103 mpt-chat=0.103
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| 1821 |
+
2026-04-10 05:23:14,872 INFO [Step 175/200] det=skip para=0.0004 raw_rwd=0.0917±0.0012 rwd=0.0917
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| 1822 |
+
2026-04-10 05:23:14,872 INFO per-gen rewards: chatgpt=0.091 cohere=0.092 cohere-c=0.090 gpt2=0.092 gpt3=0.090 gpt4=0.092 llama-ch=0.092 mistral=0.092 mistral-=0.092 mpt=0.092 mpt-chat=0.092
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| 1823 |
+
2026-04-10 06:29:07,666 INFO ┌─ Generator AUROC ────────────────────────────┐
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| 1824 |
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2026-04-10 06:29:07,667 INFO │ MACRO_AVG 0.9874 ◄
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| 1825 |
+
2026-04-10 06:29:07,667 INFO │ chatgpt 0.9876
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| 1826 |
+
2026-04-10 06:29:07,667 INFO │ cohere 0.9767
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| 1827 |
+
2026-04-10 06:29:07,667 INFO │ cohere-chat 0.9857
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| 1828 |
+
2026-04-10 06:29:07,667 INFO │ gpt2 0.9888
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| 1829 |
+
2026-04-10 06:29:07,667 INFO │ gpt3 0.9898
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| 1830 |
+
2026-04-10 06:29:07,667 INFO │ gpt4 0.9895
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| 1831 |
+
2026-04-10 06:29:07,667 INFO │ llama-chat 0.9884
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| 1832 |
+
2026-04-10 06:29:07,667 INFO │ mistral 0.9884
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| 1833 |
+
2026-04-10 06:29:07,667 INFO │ mistral-chat 0.9897
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| 1834 |
+
2026-04-10 06:29:07,667 INFO │ mpt 0.9845
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| 1835 |
+
2026-04-10 06:29:07,667 INFO │ mpt-chat 0.9919
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| 1836 |
+
2026-04-10 06:29:07,667 INFO │ (prev best) 0.9940
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| 1837 |
+
2026-04-10 06:29:07,667 INFO ├─ Attack AUROC (robustness) ─────────────────┤
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| 1838 |
+
2026-04-10 06:29:07,667 INFO │ article_deletion 0.9908 ~
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| 1839 |
+
2026-04-10 06:29:07,667 INFO │ homoglyphs 0.9986 ~
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| 1840 |
+
2026-04-10 06:29:07,667 INFO │ misspelling 0.9935 ~
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| 1841 |
+
2026-04-10 06:29:07,667 INFO │ no_attack 0.9883 ~
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| 1842 |
+
2026-04-10 06:29:07,667 INFO │ synonym_replacement 0.9917 ~
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| 1843 |
+
2026-04-10 06:29:07,667 INFO │ t5_paraphrase 0.9800 ~
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| 1844 |
+
2026-04-10 06:29:07,667 INFO └─────────────────────────────────────────────┘
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| 1845 |
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2026-04-10 06:29:07,667 INFO No improvement (2/25) best=0.9940
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| 1846 |
+
|
| 1847 |
+
2026-04-10 06:29:45,402 INFO [Step 176/200] det=2.3302 para=0.0000 raw_rwd=0.0913±0.0012 rwd=0.0913
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| 1848 |
+
2026-04-10 06:29:45,402 INFO loss components: L_human=0.330 L_xm_original=0.327 L_t5_para=0.329 L_synonym_replacement=0.327 L_homoglyphs=0.332 L_article_deletion=0.327 L_misspelling=0.326 total=2.297
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| 1849 |
+
2026-04-10 06:29:45,402 INFO per-gen rewards: chatgpt=0.091 cohere=0.091 cohere-c=0.091 gpt2=0.092 gpt3=0.090 gpt4=0.091 llama-ch=0.091 mistral=0.091 mistral-=0.091 mpt=0.092 mpt-chat=0.092
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| 1850 |
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2026-04-10 06:29:59,192 INFO [Step 177/200] det=skip para=0.0014 raw_rwd=0.0872±0.0012 rwd=0.0872
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| 1851 |
+
2026-04-10 06:29:59,192 INFO per-gen rewards: chatgpt=0.087 cohere=0.088 cohere-c=0.087 gpt2=0.088 gpt3=0.087 gpt4=0.087 llama-ch=0.087 mistral=0.087 mistral-=0.087 mpt=0.087 mpt-chat=0.087
|
| 1852 |
+
2026-04-10 06:30:36,356 INFO [Step 178/200] det=2.4499 para=0.0000 raw_rwd=0.0872±0.0014 rwd=0.0872
|
| 1853 |
+
2026-04-10 06:30:36,356 INFO loss components: L_human=0.328 L_xm_original=0.476 L_t5_para=0.326 L_synonym_replacement=0.327 L_homoglyphs=0.328 L_article_deletion=0.327 L_misspelling=0.327 total=2.440
|
| 1854 |
+
2026-04-10 06:30:36,356 INFO per-gen rewards: chatgpt=0.088 cohere=0.087 cohere-c=0.088 gpt2=0.088 gpt3=0.087 gpt4=0.086 llama-ch=0.088 mistral=0.087 mistral-=0.087 mpt=0.087 mpt-chat=0.088
|
| 1855 |
+
2026-04-10 06:30:50,183 INFO [Step 179/200] det=skip para=0.0000 raw_rwd=0.0993±0.0016 rwd=0.0993
|
| 1856 |
+
2026-04-10 06:30:50,183 INFO per-gen rewards: chatgpt=0.099 cohere=0.100 cohere-c=0.099 gpt2=0.100 gpt3=0.100 gpt4=0.099 llama-ch=0.100 mistral=0.098 mistral-=0.100 mpt=0.099 mpt-chat=0.099
|
| 1857 |
+
2026-04-10 06:31:28,472 INFO [Step 180/200] det=2.3339 para=-0.0000 raw_rwd=0.0992±0.0015 rwd=0.0992
|
| 1858 |
+
2026-04-10 06:31:28,473 INFO loss components: L_human=0.336 L_xm_original=0.331 L_t5_para=0.327 L_synonym_replacement=0.328 L_homoglyphs=0.328 L_article_deletion=0.328 L_misspelling=0.327 total=2.305
|
| 1859 |
+
2026-04-10 06:31:28,473 INFO per-gen rewards: chatgpt=0.100 cohere=0.099 cohere-c=0.099 gpt2=0.099 gpt3=0.099 gpt4=0.098 llama-ch=0.099 mistral=0.099 mistral-=0.100 mpt=0.099 mpt-chat=0.099
|
| 1860 |
+
2026-04-10 07:37:26,444 INFO ┌─ Generator AUROC ────────────────────────────┐
|
| 1861 |
+
2026-04-10 07:37:26,445 INFO │ MACRO_AVG 0.9781 ◄
|
| 1862 |
+
2026-04-10 07:37:26,445 INFO │ chatgpt 0.9768
|
| 1863 |
+
2026-04-10 07:37:26,445 INFO │ cohere 0.9691
|
| 1864 |
+
2026-04-10 07:37:26,445 INFO │ cohere-chat 0.9775
|
| 1865 |
+
2026-04-10 07:37:26,445 INFO │ gpt2 0.9786
|
| 1866 |
+
2026-04-10 07:37:26,445 INFO │ gpt3 0.9808
|
| 1867 |
+
2026-04-10 07:37:26,445 INFO │ gpt4 0.9796
|
| 1868 |
+
2026-04-10 07:37:26,445 INFO │ llama-chat 0.9778
|
| 1869 |
+
2026-04-10 07:37:26,445 INFO │ mistral 0.9792
|
| 1870 |
+
2026-04-10 07:37:26,445 INFO │ mistral-chat 0.9800
|
| 1871 |
+
2026-04-10 07:37:26,445 INFO │ mpt 0.9754
|
| 1872 |
+
2026-04-10 07:37:26,445 INFO │ mpt-chat 0.9842
|
| 1873 |
+
2026-04-10 07:37:26,445 INFO │ (prev best) 0.9940
|
| 1874 |
+
2026-04-10 07:37:26,445 INFO ├─ Attack AUROC (robustness) ─────────────────┤
|
| 1875 |
+
2026-04-10 07:37:26,445 INFO │ article_deletion 0.9834 ~
|
| 1876 |
+
2026-04-10 07:37:26,445 INFO │ homoglyphs 0.9840 ~
|
| 1877 |
+
2026-04-10 07:37:26,445 INFO │ misspelling 0.9857 ~
|
| 1878 |
+
2026-04-10 07:37:26,445 INFO │ no_attack 0.9775 ~
|
| 1879 |
+
2026-04-10 07:37:26,445 INFO │ synonym_replacement 0.9820 ~
|
| 1880 |
+
2026-04-10 07:37:26,445 INFO │ t5_paraphrase 0.9600 ~
|
| 1881 |
+
2026-04-10 07:37:26,445 INFO └─────────────────────────────────────────────┘
|
| 1882 |
+
2026-04-10 07:37:26,445 INFO No improvement (3/25) best=0.9940
|
| 1883 |
+
|
| 1884 |
+
2026-04-10 07:37:40,510 INFO [Step 181/200] det=skip para=-0.0000 raw_rwd=0.0960±0.0014 rwd=0.0960
|
| 1885 |
+
2026-04-10 07:37:40,510 INFO per-gen rewards: chatgpt=0.097 cohere=0.095 cohere-c=0.095 gpt2=0.096 gpt3=0.096 gpt4=0.095 llama-ch=0.096 mistral=0.096 mistral-=0.097 mpt=0.096 mpt-chat=0.097
|
| 1886 |
+
2026-04-10 07:38:17,863 INFO [Step 182/200] det=2.3356 para=0.0000 raw_rwd=0.0956±0.0015 rwd=0.0956
|
| 1887 |
+
2026-04-10 07:38:17,863 INFO loss components: L_human=0.495 L_xm_original=0.327 L_t5_para=0.327 L_synonym_replacement=0.328 L_homoglyphs=0.327 L_article_deletion=0.327 L_misspelling=0.326 total=2.456
|
| 1888 |
+
2026-04-10 07:38:17,863 INFO per-gen rewards: chatgpt=0.095 cohere=0.095 cohere-c=0.096 gpt2=0.096 gpt3=0.095 gpt4=0.096 llama-ch=0.095 mistral=0.096 mistral-=0.095 mpt=0.095 mpt-chat=0.096
|
| 1889 |
+
2026-04-10 07:38:31,698 INFO [Step 183/200] det=skip para=0.0008 raw_rwd=0.0970±0.0016 rwd=0.0970
|
| 1890 |
+
2026-04-10 07:38:31,698 INFO per-gen rewards: chatgpt=0.097 cohere=0.097 cohere-c=0.097 gpt2=0.097 gpt3=0.097 gpt4=0.097 llama-ch=0.098 mistral=0.096 mistral-=0.097 mpt=0.097 mpt-chat=0.098
|
| 1891 |
+
2026-04-10 07:39:09,208 INFO [Step 184/200] det=2.3283 para=-0.0000 raw_rwd=0.0969±0.0015 rwd=0.0969
|
| 1892 |
+
2026-04-10 07:39:09,208 INFO loss components: L_human=0.329 L_xm_original=0.326 L_t5_para=0.327 L_synonym_replacement=0.327 L_homoglyphs=0.326 L_article_deletion=0.326 L_misspelling=0.326 total=2.287
|
| 1893 |
+
2026-04-10 07:39:09,208 INFO per-gen rewards: chatgpt=0.097 cohere=0.098 cohere-c=0.096 gpt2=0.097 gpt3=0.098 gpt4=0.097 llama-ch=0.097 mistral=0.097 mistral-=0.097 mpt=0.097 mpt-chat=0.097
|
| 1894 |
+
2026-04-10 07:39:22,817 INFO [Step 185/200] det=skip para=-0.0000 raw_rwd=0.0999±0.0015 rwd=0.0999
|
| 1895 |
+
2026-04-10 07:39:22,817 INFO per-gen rewards: chatgpt=0.101 cohere=0.100 cohere-c=0.100 gpt2=0.100 gpt3=0.101 gpt4=0.100 llama-ch=0.099 mistral=0.100 mistral-=0.100 mpt=0.099 mpt-chat=0.099
|
| 1896 |
+
2026-04-10 08:45:16,324 INFO ┌─ Generator AUROC ────────────────────────────┐
|
| 1897 |
+
2026-04-10 08:45:16,325 INFO │ MACRO_AVG 0.9883 ◄
|
| 1898 |
+
2026-04-10 08:45:16,325 INFO │ chatgpt 0.9890
|
| 1899 |
+
2026-04-10 08:45:16,325 INFO │ cohere 0.9786
|
| 1900 |
+
2026-04-10 08:45:16,325 INFO │ cohere-chat 0.9871
|
| 1901 |
+
2026-04-10 08:45:16,325 INFO │ gpt2 0.9890
|
| 1902 |
+
2026-04-10 08:45:16,325 INFO │ gpt3 0.9916
|
| 1903 |
+
2026-04-10 08:45:16,325 INFO │ gpt4 0.9903
|
| 1904 |
+
2026-04-10 08:45:16,326 INFO │ llama-chat 0.9895
|
| 1905 |
+
2026-04-10 08:45:16,326 INFO │ mistral 0.9884
|
| 1906 |
+
2026-04-10 08:45:16,326 INFO │ mistral-chat 0.9907
|
| 1907 |
+
2026-04-10 08:45:16,326 INFO │ mpt 0.9846
|
| 1908 |
+
2026-04-10 08:45:16,326 INFO │ mpt-chat 0.9929
|
| 1909 |
+
2026-04-10 08:45:16,326 INFO │ (prev best) 0.9940
|
| 1910 |
+
2026-04-10 08:45:16,326 INFO ├─ Attack AUROC (robustness) ─────────────────┤
|
| 1911 |
+
2026-04-10 08:45:16,326 INFO │ article_deletion 0.9938 ~
|
| 1912 |
+
2026-04-10 08:45:16,326 INFO │ homoglyphs 0.9944 ~
|
| 1913 |
+
2026-04-10 08:45:16,326 INFO │ misspelling 0.9950 ~
|
| 1914 |
+
2026-04-10 08:45:16,326 INFO │ no_attack 0.9894 ~
|
| 1915 |
+
2026-04-10 08:45:16,326 INFO │ synonym_replacement 0.9917 ~
|
| 1916 |
+
2026-04-10 08:45:16,326 INFO │ t5_paraphrase 0.9800 ~
|
| 1917 |
+
2026-04-10 08:45:16,326 INFO └─────────────────────────────────────────────┘
|
| 1918 |
+
2026-04-10 08:45:16,326 INFO No improvement (4/25) best=0.9940
|
| 1919 |
+
|
| 1920 |
+
2026-04-10 08:45:53,200 INFO [Step 186/200] det=2.3845 para=-0.0000 raw_rwd=0.0998±0.0017 rwd=0.0998
|
| 1921 |
+
2026-04-10 08:45:53,200 INFO loss components: L_human=0.331 L_xm_original=0.528 L_t5_para=0.326 L_synonym_replacement=0.328 L_homoglyphs=0.326 L_article_deletion=0.533 L_misspelling=0.384 total=2.756
|
| 1922 |
+
2026-04-10 08:45:53,200 INFO per-gen rewards: chatgpt=0.100 cohere=0.099 cohere-c=0.100 gpt2=0.101 gpt3=0.099 gpt4=0.101 llama-ch=0.100 mistral=0.099 mistral-=0.099 mpt=0.100 mpt-chat=0.100
|
| 1923 |
+
2026-04-10 08:46:06,829 INFO [Step 187/200] det=skip para=-0.0000 raw_rwd=0.1037±0.0014 rwd=0.1037
|
| 1924 |
+
2026-04-10 08:46:06,829 INFO per-gen rewards: chatgpt=0.104 cohere=0.103 cohere-c=0.103 gpt2=0.104 gpt3=0.103 gpt4=0.103 llama-ch=0.104 mistral=0.104 mistral-=0.104 mpt=0.104 mpt-chat=0.104
|
| 1925 |
+
2026-04-10 08:46:44,473 INFO [Step 188/200] det=2.3516 para=-0.0000 raw_rwd=0.1034±0.0018 rwd=0.1034
|
| 1926 |
+
2026-04-10 08:46:44,473 INFO loss components: L_human=0.327 L_xm_original=0.328 L_t5_para=0.327 L_synonym_replacement=0.326 L_homoglyphs=0.328 L_article_deletion=0.328 L_misspelling=0.328 total=2.293
|
| 1927 |
+
2026-04-10 08:46:44,473 INFO per-gen rewards: chatgpt=0.104 cohere=0.103 cohere-c=0.103 gpt2=0.103 gpt3=0.103 gpt4=0.104 llama-ch=0.103 mistral=0.103 mistral-=0.105 mpt=0.103 mpt-chat=0.103
|
| 1928 |
+
2026-04-10 08:46:58,400 INFO [Step 189/200] det=skip para=0.0000 raw_rwd=0.0976±0.0012 rwd=0.0976
|
| 1929 |
+
2026-04-10 08:46:58,400 INFO per-gen rewards: chatgpt=0.098 cohere=0.097 cohere-c=0.098 gpt2=0.098 gpt3=0.099 gpt4=0.098 llama-ch=0.097 mistral=0.097 mistral-=0.097 mpt=0.098 mpt-chat=0.098
|
| 1930 |
+
2026-04-10 08:47:35,844 INFO [Step 190/200] det=2.4069 para=0.0000 raw_rwd=0.0975±0.0013 rwd=0.0975
|
| 1931 |
+
2026-04-10 08:47:35,844 INFO loss components: L_human=0.564 L_xm_original=0.326 L_t5_para=0.328 L_synonym_replacement=0.327 L_homoglyphs=0.328 L_article_deletion=0.327 L_misspelling=0.328 total=2.528
|
| 1932 |
+
2026-04-10 08:47:35,844 INFO per-gen rewards: chatgpt=0.098 cohere=0.098 cohere-c=0.098 gpt2=0.098 gpt3=0.098 gpt4=0.097 llama-ch=0.097 mistral=0.097 mistral-=0.098 mpt=0.097 mpt-chat=0.097
|
| 1933 |
+
2026-04-10 09:53:42,280 INFO ┌─ Generator AUROC ────────────────────────────┐
|
| 1934 |
+
2026-04-10 09:53:42,281 INFO │ MACRO_AVG 0.9855 ◄
|
| 1935 |
+
2026-04-10 09:53:42,281 INFO │ chatgpt 0.9859
|
| 1936 |
+
2026-04-10 09:53:42,281 INFO │ cohere 0.9765
|
| 1937 |
+
2026-04-10 09:53:42,281 INFO │ cohere-chat 0.9847
|
| 1938 |
+
2026-04-10 09:53:42,281 INFO │ gpt2 0.9858
|
| 1939 |
+
2026-04-10 09:53:42,281 INFO │ gpt3 0.9886
|
| 1940 |
+
2026-04-10 09:53:42,281 INFO │ gpt4 0.9868
|
| 1941 |
+
2026-04-10 09:53:42,281 INFO │ llama-chat 0.9865
|
| 1942 |
+
2026-04-10 09:53:42,281 INFO │ mistral 0.9853
|
| 1943 |
+
2026-04-10 09:53:42,281 INFO │ mistral-chat 0.9877
|
| 1944 |
+
2026-04-10 09:53:42,281 INFO │ mpt 0.9825
|
| 1945 |
+
2026-04-10 09:53:42,282 INFO │ mpt-chat 0.9903
|
| 1946 |
+
2026-04-10 09:53:42,282 INFO │ (prev best) 0.9940
|
| 1947 |
+
2026-04-10 09:53:42,282 INFO ├─ Attack AUROC (robustness) ─────────────────┤
|
| 1948 |
+
2026-04-10 09:53:42,282 INFO │ article_deletion 0.9913 ~
|
| 1949 |
+
2026-04-10 09:53:42,282 INFO │ homoglyphs 0.9900 ~
|
| 1950 |
+
2026-04-10 09:53:42,282 INFO │ misspelling 0.9910 ~
|
| 1951 |
+
2026-04-10 09:53:42,282 INFO │ no_attack 0.9864 ~
|
| 1952 |
+
2026-04-10 09:53:42,282 INFO │ synonym_replacement 0.9903 ~
|
| 1953 |
+
2026-04-10 09:53:42,282 INFO │ t5_paraphrase 0.9800 ~
|
| 1954 |
+
2026-04-10 09:53:42,282 INFO └─────────────────────────────────────────────┘
|
| 1955 |
+
2026-04-10 09:53:42,282 INFO No improvement (5/25) best=0.9940
|
| 1956 |
+
|
| 1957 |
+
2026-04-10 09:53:57,420 INFO [Step 191/200] det=skip para=0.0000 raw_rwd=0.0913±0.0010 rwd=0.0913
|
| 1958 |
+
2026-04-10 09:53:57,420 INFO per-gen rewards: chatgpt=0.091 cohere=0.092 cohere-c=0.091 gpt2=0.091 gpt3=0.092 gpt4=0.092 llama-ch=0.091 mistral=0.092 mistral-=0.091 mpt=0.091 mpt-chat=0.091
|
| 1959 |
+
2026-04-10 09:54:36,280 INFO [Step 192/200] det=2.3797 para=0.0000 raw_rwd=0.0910±0.0009 rwd=0.0910
|
| 1960 |
+
2026-04-10 09:54:36,281 INFO loss components: L_human=0.333 L_xm_original=0.356 L_t5_para=0.327 L_synonym_replacement=0.328 L_homoglyphs=0.327 L_article_deletion=0.327 L_misspelling=0.328 total=2.326
|
| 1961 |
+
2026-04-10 09:54:36,281 INFO per-gen rewards: chatgpt=0.091 cohere=0.091 cohere-c=0.091 gpt2=0.091 gpt3=0.092 gpt4=0.091 llama-ch=0.091 mistral=0.091 mistral-=0.090 mpt=0.092 mpt-chat=0.091
|
| 1962 |
+
2026-04-10 09:54:51,177 INFO [Step 193/200] det=skip para=0.0000 raw_rwd=0.0936±0.0015 rwd=0.0936
|
| 1963 |
+
2026-04-10 09:54:51,177 INFO per-gen rewards: chatgpt=0.092 cohere=0.094 cohere-c=0.094 gpt2=0.094 gpt3=0.095 gpt4=0.093 llama-ch=0.093 mistral=0.094 mistral-=0.093 mpt=0.093 mpt-chat=0.094
|
| 1964 |
+
2026-04-10 09:55:30,547 INFO [Step 194/200] det=2.3391 para=0.0255 raw_rwd=0.0939±0.0017 rwd=0.0939
|
| 1965 |
+
2026-04-10 09:55:30,548 INFO loss components: L_human=0.328 L_xm_original=0.327 L_t5_para=0.326 L_synonym_replacement=0.328 L_homoglyphs=0.327 L_article_deletion=0.326 L_misspelling=0.327 total=2.288
|
| 1966 |
+
2026-04-10 09:55:30,548 INFO per-gen rewards: chatgpt=0.094 cohere=0.094 cohere-c=0.093 gpt2=0.094 gpt3=0.093 gpt4=0.094 llama-ch=0.094 mistral=0.095 mistral-=0.094 mpt=0.095 mpt-chat=0.093
|
| 1967 |
+
2026-04-10 09:55:45,179 INFO [Step 195/200] det=skip para=-0.0000 raw_rwd=0.0868±0.0013 rwd=0.0868
|
| 1968 |
+
2026-04-10 09:55:45,180 INFO per-gen rewards: chatgpt=0.087 cohere=0.087 cohere-c=0.088 gpt2=0.087 gpt3=0.087 gpt4=0.087 llama-ch=0.087 mistral=0.087 mistral-=0.086 mpt=0.087 mpt-chat=0.086
|
| 1969 |
+
2026-04-10 11:01:41,015 INFO ┌─ Generator AUROC ────────────────────────────┐
|
| 1970 |
+
2026-04-10 11:01:41,016 INFO │ MACRO_AVG 0.9806 ◄
|
| 1971 |
+
2026-04-10 11:01:41,016 INFO │ chatgpt 0.9787
|
| 1972 |
+
2026-04-10 11:01:41,016 INFO │ cohere 0.9728
|
| 1973 |
+
2026-04-10 11:01:41,016 INFO │ cohere-chat 0.9805
|
| 1974 |
+
2026-04-10 11:01:41,016 INFO │ gpt2 0.9813
|
| 1975 |
+
2026-04-10 11:01:41,016 INFO │ gpt3 0.9841
|
| 1976 |
+
2026-04-10 11:01:41,016 INFO │ gpt4 0.9804
|
| 1977 |
+
2026-04-10 11:01:41,016 INFO │ llama-chat 0.9803
|
| 1978 |
+
2026-04-10 11:01:41,016 INFO │ mistral 0.9812
|
| 1979 |
+
2026-04-10 11:01:41,016 INFO │ mistral-chat 0.9822
|
| 1980 |
+
2026-04-10 11:01:41,016 INFO │ mpt 0.9797
|
| 1981 |
+
2026-04-10 11:01:41,016 INFO │ mpt-chat 0.9858
|
| 1982 |
+
2026-04-10 11:01:41,016 INFO │ (prev best) 0.9940
|
| 1983 |
+
2026-04-10 11:01:41,016 INFO ├─ Attack AUROC (robustness) ─────────────────┤
|
| 1984 |
+
2026-04-10 11:01:41,017 INFO │ article_deletion 0.9864 ~
|
| 1985 |
+
2026-04-10 11:01:41,017 INFO │ homoglyphs 0.9914 ~
|
| 1986 |
+
2026-04-10 11:01:41,017 INFO │ misspelling 0.9865 ~
|
| 1987 |
+
2026-04-10 11:01:41,017 INFO │ no_attack 0.9801 ~
|
| 1988 |
+
2026-04-10 11:01:41,017 INFO │ synonym_replacement 0.9867 ~
|
| 1989 |
+
2026-04-10 11:01:41,017 INFO │ t5_paraphrase 0.9800 ~
|
| 1990 |
+
2026-04-10 11:01:41,017 INFO └─────────────────────────────────────────────┘
|
| 1991 |
+
2026-04-10 11:01:41,017 INFO No improvement (6/25) best=0.9940
|
| 1992 |
+
|
| 1993 |
+
2026-04-10 11:02:17,918 INFO [Step 196/200] det=2.3416 para=-0.0000 raw_rwd=0.0870±0.0012 rwd=0.0870
|
| 1994 |
+
2026-04-10 11:02:17,919 INFO loss components: L_human=0.330 L_xm_original=0.332 L_t5_para=0.328 L_synonym_replacement=0.327 L_homoglyphs=0.328 L_article_deletion=0.328 L_misspelling=0.330 total=2.303
|
| 1995 |
+
2026-04-10 11:02:17,919 INFO per-gen rewards: chatgpt=0.086 cohere=0.087 cohere-c=0.087 gpt2=0.087 gpt3=0.088 gpt4=0.086 llama-ch=0.087 mistral=0.087 mistral-=0.087 mpt=0.088 mpt-chat=0.087
|
| 1996 |
+
2026-04-10 11:02:31,812 INFO [Step 197/200] det=skip para=0.0000 raw_rwd=0.0992±0.0014 rwd=0.0992
|
| 1997 |
+
2026-04-10 11:02:31,812 INFO per-gen rewards: chatgpt=0.100 cohere=0.099 cohere-c=0.099 gpt2=0.099 gpt3=0.100 gpt4=0.100 llama-ch=0.099 mistral=0.099 mistral-=0.098 mpt=0.099 mpt-chat=0.100
|
| 1998 |
+
2026-04-10 11:03:09,907 INFO [Step 198/200] det=2.4367 para=0.0000 raw_rwd=0.0992±0.0010 rwd=0.0992
|
| 1999 |
+
2026-04-10 11:03:09,907 INFO loss components: L_human=0.329 L_xm_original=0.328 L_t5_para=0.329 L_synonym_replacement=0.327 L_homoglyphs=0.327 L_article_deletion=0.328 L_misspelling=0.326 total=2.295
|
| 2000 |
+
2026-04-10 11:03:09,907 INFO per-gen rewards: chatgpt=0.100 cohere=0.099 cohere-c=0.099 gpt2=0.099 gpt3=0.100 gpt4=0.098 llama-ch=0.099 mistral=0.100 mistral-=0.100 mpt=0.098 mpt-chat=0.100
|
| 2001 |
+
2026-04-10 11:03:23,756 INFO [Step 199/200] det=skip para=-0.0000 raw_rwd=0.0947±0.0015 rwd=0.0947
|
| 2002 |
+
2026-04-10 11:03:23,756 INFO per-gen rewards: chatgpt=0.096 cohere=0.094 cohere-c=0.093 gpt2=0.095 gpt3=0.095 gpt4=0.095 llama-ch=0.094 mistral=0.096 mistral-=0.094 mpt=0.095 mpt-chat=0.095
|
| 2003 |
+
2026-04-10 11:04:01,424 INFO [Step 200/200] det=2.3959 para=0.0075 raw_rwd=0.0945±0.0011 rwd=0.0945
|
| 2004 |
+
2026-04-10 11:04:01,424 INFO loss components: L_human=0.412 L_xm_original=0.500 L_t5_para=0.328 L_synonym_replacement=0.328 L_homoglyphs=0.326 L_article_deletion=0.327 L_misspelling=0.327 total=2.549
|
| 2005 |
+
2026-04-10 11:04:01,424 INFO per-gen rewards: chatgpt=0.095 cohere=0.095 cohere-c=0.095 gpt2=0.094 gpt3=0.094 gpt4=0.094 llama-ch=0.095 mistral=0.094 mistral-=0.094 mpt=0.095 mpt-chat=0.095
|
| 2006 |
+
2026-04-10 12:09:53,803 INFO ┌─ Generator AUROC ────────────────────────────┐
|
| 2007 |
+
2026-04-10 12:09:53,803 INFO │ MACRO_AVG 0.9843 ◄
|
| 2008 |
+
2026-04-10 12:09:53,803 INFO │ chatgpt 0.9840
|
| 2009 |
+
2026-04-10 12:09:53,803 INFO │ cohere 0.9753
|
| 2010 |
+
2026-04-10 12:09:53,803 INFO │ cohere-chat 0.9834
|
| 2011 |
+
2026-04-10 12:09:53,804 INFO │ gpt2 0.9854
|
| 2012 |
+
2026-04-10 12:09:53,804 INFO │ gpt3 0.9870
|
| 2013 |
+
2026-04-10 12:09:53,804 INFO │ gpt4 0.9861
|
| 2014 |
+
2026-04-10 12:09:53,804 INFO │ llama-chat 0.9865
|
| 2015 |
+
2026-04-10 12:09:53,804 INFO │ mistral 0.9839
|
| 2016 |
+
2026-04-10 12:09:53,804 INFO │ mistral-chat 0.9868
|
| 2017 |
+
2026-04-10 12:09:53,804 INFO │ mpt 0.9818
|
| 2018 |
+
2026-04-10 12:09:53,804 INFO │ mpt-chat 0.9878
|
| 2019 |
+
2026-04-10 12:09:53,804 INFO │ (prev best) 0.9940
|
| 2020 |
+
2026-04-10 12:09:53,804 INFO ├─ Attack AUROC (robustness) ─────────────────┤
|
| 2021 |
+
2026-04-10 12:09:53,804 INFO │ article_deletion 0.9876 ~
|
| 2022 |
+
2026-04-10 12:09:53,804 INFO │ homoglyphs 0.9922 ~
|
| 2023 |
+
2026-04-10 12:09:53,804 INFO │ misspelling 0.9871 ~
|
| 2024 |
+
2026-04-10 12:09:53,804 INFO │ no_attack 0.9863 ~
|
| 2025 |
+
2026-04-10 12:09:53,804 INFO │ synonym_replacement 0.9870 ~
|
| 2026 |
+
2026-04-10 12:09:53,804 INFO │ t5_paraphrase 0.9800 ~
|
| 2027 |
+
2026-04-10 12:09:53,804 INFO └─────────────────────────────────────────────┘
|
| 2028 |
+
2026-04-10 12:09:53,804 INFO No improvement (7/25) best=0.9940
|
| 2029 |
+
|
| 2030 |
+
2026-04-10 12:09:53,804 INFO ════════════════════════════════════════════════════════════════════════
|
| 2031 |
+
2026-04-10 12:09:53,804 INFO Done. Best macro AUROC = 0.9940
|
| 2032 |
+
2026-04-10 12:09:53,804 INFO Detector → ./adal/best_detector
|
| 2033 |
+
2026-04-10 12:09:53,804 INFO Paraphraser → ./adal/best_paraphraser
|
| 2034 |
+
2026-04-10 12:09:53,804 INFO Gen AUROC → ./adal/per_generator_auroc.tsv
|
| 2035 |
+
2026-04-10 12:09:53,804 INFO Atk AUROC → ./adal/per_attack_auroc.tsv
|
| 2036 |
+
2026-04-10 12:09:53,804 INFO ════════════════════════════════════════════════════════════════════════
|
| 2037 |
+
2026-04-10 12:09:53,804 INFO
|
| 2038 |
+
── Pushing to HuggingFace Hub (trigger=final) ──
|
| 2039 |
+
2026-04-10 12:09:54,091 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
|
| 2040 |
+
2026-04-10 12:09:54,222 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-detector-large "HTTP/1.1 200 OK"
|
| 2041 |
+
2026-04-10 12:09:54,223 INFO Repo exists: Shushant/ADAL-detector-large
|
| 2042 |
+
2026-04-10 12:09:54,346 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/adal-paraphraser-large "HTTP/1.1 200 OK"
|
| 2043 |
+
2026-04-10 12:09:54,347 INFO Repo exists: Shushant/adal-paraphraser-large
|
| 2044 |
+
2026-04-10 12:09:54,347 INFO Uploading detector → Shushant/ADAL-detector-large …
|
| 2045 |
+
2026-04-10 12:09:54,461 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
|
| 2046 |
+
2026-04-10 12:09:57,131 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
|
| 2047 |
+
2026-04-10 12:09:57,271 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-detector-large/preupload/main "HTTP/1.1 200 OK"
|
| 2048 |
+
2026-04-10 12:09:57,391 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL-detector-large.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
|
| 2049 |
+
2026-04-10 12:09:57,507 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-detector-large/xet-write-token/main "HTTP/1.1 200 OK"
|
| 2050 |
+
2026-04-10 12:10:02,926 WARNING No files have been modified since last commit. Skipping to prevent empty commit.
|
| 2051 |
+
2026-04-10 12:10:03,110 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL-detector-large/revision/main "HTTP/1.1 200 OK"
|
| 2052 |
+
2026-04-10 12:10:03,248 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-detector-large/preupload/main "HTTP/1.1 200 OK"
|
| 2053 |
+
2026-04-10 12:10:04,402 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-detector-large/commit/main "HTTP/1.1 200 OK"
|
| 2054 |
+
2026-04-10 12:10:04,545 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-detector-large/preupload/main "HTTP/1.1 200 OK"
|
| 2055 |
+
2026-04-10 12:10:05,270 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-detector-large/commit/main "HTTP/1.1 200 OK"
|
| 2056 |
+
2026-04-10 12:10:05,419 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL-detector-large/preupload/main "HTTP/1.1 200 OK"
|