Shushant commited on
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Training logs (best)

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  1. training_logs/training.log +70 -0
training_logs/training.log CHANGED
@@ -9360,3 +9360,73 @@
9360
  2026-04-04 03:01:53,836 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
9361
  2026-04-04 03:01:55,335 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK"
9362
  2026-04-04 03:01:55,571 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
9360
  2026-04-04 03:01:53,836 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
9361
  2026-04-04 03:01:55,335 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK"
9362
  2026-04-04 03:01:55,571 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
9363
+ 2026-04-04 03:01:57,326 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK"
9364
+ 2026-04-04 03:01:57,327 INFO βœ“ Detector pushed β†’ https://huggingface.co/Shushant/ADAL_AI_Detector
9365
+ 2026-04-04 03:01:57,327 INFO Uploading paraphraser β†’ Shushant/ADAL_Paraphrasher …
9366
+ 2026-04-04 03:01:57,438 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
9367
+ 2026-04-04 03:01:58,072 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
9368
+ 2026-04-04 03:01:58,229 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK"
9369
+ 2026-04-04 03:01:58,346 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
9370
+ 2026-04-04 03:01:58,461 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK"
9371
+ 2026-04-04 03:02:04,827 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK"
9372
+ 2026-04-04 03:02:04,828 INFO βœ“ Paraphraser pushed β†’ https://huggingface.co/Shushant/ADAL_Paraphrasher
9373
+ 2026-04-04 03:02:04,828 INFO ── Hub push complete ──
9374
+
9375
+ 2026-04-04 03:02:38,019 INFO [Step 66/200] det=3.0954 para=0.0000 raw_rwd=0.1269Β±0.0094 rwd=0.1269
9376
+ 2026-04-04 03:02:38,020 INFO loss components: L_human=0.447 L_xm_original=0.430 L_t5_para=0.437 L_synonym_replacement=0.435 L_homoglyphs=0.427 L_article_deletion=0.427 L_misspelling=0.427 total=3.030
9377
+ 2026-04-04 03:02:38,020 INFO per-gen rewards: chatgpt=0.125 cohere=0.130 cohere-c=0.123 gpt2=0.134 gpt3=0.126 gpt4=0.128 llama-ch=0.125 mistral=0.126 mistral-=0.118 mpt=0.133 mpt-chat=0.127
9378
+ 2026-04-04 03:02:51,309 INFO [Step 67/200] det=skip para=0.0017 raw_rwd=0.1803Β±0.0097 rwd=0.1803
9379
+ 2026-04-04 03:02:51,309 INFO per-gen rewards: chatgpt=0.174 cohere=0.183 cohere-c=0.184 gpt2=0.180 gpt3=0.179 gpt4=0.179 llama-ch=0.183 mistral=0.177 mistral-=0.181 mpt=0.178 mpt-chat=0.184
9380
+ 2026-04-04 03:03:24,913 INFO [Step 68/200] det=3.1163 para=0.0000 raw_rwd=0.1836Β±0.0099 rwd=0.1836
9381
+ 2026-04-04 03:03:24,913 INFO loss components: L_human=0.440 L_xm_original=0.427 L_t5_para=0.430 L_synonym_replacement=0.427 L_homoglyphs=0.427 L_article_deletion=0.431 L_misspelling=0.430 total=3.013
9382
+ 2026-04-04 03:03:24,913 INFO per-gen rewards: chatgpt=0.192 cohere=0.180 cohere-c=0.180 gpt2=0.187 gpt3=0.175 gpt4=0.187 llama-ch=0.179 mistral=0.183 mistral-=0.183 mpt=0.187 mpt-chat=0.183
9383
+ 2026-04-04 03:03:38,243 INFO [Step 69/200] det=skip para=0.0289 raw_rwd=0.1476Β±0.0095 rwd=0.1476
9384
+ 2026-04-04 03:03:38,243 INFO per-gen rewards: chatgpt=0.153 cohere=0.148 cohere-c=0.140 gpt2=0.146 gpt3=0.145 gpt4=0.144 llama-ch=0.146 mistral=0.146 mistral-=0.156 mpt=0.153 mpt-chat=0.143
9385
+ 2026-04-04 03:04:11,210 INFO [Step 70/200] det=3.1543 para=-0.0000 raw_rwd=0.1460Β±0.0078 rwd=0.1460
9386
+ 2026-04-04 03:04:11,211 INFO loss components: L_human=0.427 L_xm_original=0.436 L_t5_para=0.426 L_synonym_replacement=0.430 L_homoglyphs=0.426 L_article_deletion=0.427 L_misspelling=0.430 total=3.002
9387
+ 2026-04-04 03:04:11,211 INFO per-gen rewards: chatgpt=0.142 cohere=0.149 cohere-c=0.146 gpt2=0.145 gpt3=0.148 gpt4=0.146 llama-ch=0.145 mistral=0.146 mistral-=0.149 mpt=0.145 mpt-chat=0.145
9388
+ 2026-04-04 03:57:35,361 INFO β”Œβ”€ Generator AUROC ────────────────────────────┐
9389
+ 2026-04-04 03:57:35,361 INFO β”‚ MACRO_AVG 0.9914 β—„
9390
+ 2026-04-04 03:57:35,361 INFO β”‚ chatgpt 0.9989
9391
+ 2026-04-04 03:57:35,361 INFO β”‚ cohere 0.9794
9392
+ 2026-04-04 03:57:35,361 INFO β”‚ cohere-chat 0.9887
9393
+ 2026-04-04 03:57:35,361 INFO β”‚ gpt2 0.9916
9394
+ 2026-04-04 03:57:35,361 INFO β”‚ gpt3 0.9955
9395
+ 2026-04-04 03:57:35,361 INFO β”‚ gpt4 0.9995
9396
+ 2026-04-04 03:57:35,361 INFO β”‚ llama-chat 0.9986
9397
+ 2026-04-04 03:57:35,361 INFO β”‚ mistral 0.9830
9398
+ 2026-04-04 03:57:35,362 INFO β”‚ mistral-chat 0.9985
9399
+ 2026-04-04 03:57:35,362 INFO β”‚ mpt 0.9739
9400
+ 2026-04-04 03:57:35,362 INFO β”‚ mpt-chat 0.9976
9401
+ 2026-04-04 03:57:35,362 INFO β”‚ (prev best) 0.9905
9402
+ 2026-04-04 03:57:35,362 INFO β”œβ”€ Attack AUROC (robustness) ──────────────────
9403
+ 2026-04-04 03:57:35,362 INFO β”‚ article_deletion 0.9989 ~
9404
+ 2026-04-04 03:57:35,362 INFO β”‚ homoglyphs 0.9994 ~
9405
+ 2026-04-04 03:57:35,362 INFO β”‚ misspelling 0.9993 ~
9406
+ 2026-04-04 03:57:35,362 INFO β”‚ no_attack 0.9985 ~
9407
+ 2026-04-04 03:57:35,362 INFO β”‚ synonym_replacement 0.9994 ~
9408
+ 2026-04-04 03:57:35,362 INFO β”‚ t5_paraphrase 1.0000 ~
9409
+ 2026-04-04 03:57:35,362 INFO β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
9410
+ 2026-04-04 03:57:40,081 INFO Detector saved β†’ ./radar_multievasion/best_detector
9411
+ 2026-04-04 03:57:42,208 INFO Paraphraser saved β†’ ./radar_multievasion/best_paraphraser
9412
+ 2026-04-04 03:57:42,208 INFO βœ“ New best macro AUROC = 0.9914 β€” saved.
9413
+
9414
+ 2026-04-04 03:57:42,208 INFO
9415
+ ── Pushing to HuggingFace Hub (trigger=best) ──
9416
+ 2026-04-04 03:57:42,399 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
9417
+ 2026-04-04 03:57:42,518 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK"
9418
+ 2026-04-04 03:57:42,519 INFO Repo exists: Shushant/ADAL_AI_Detector
9419
+ 2026-04-04 03:57:42,635 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK"
9420
+ 2026-04-04 03:57:42,636 INFO Repo exists: Shushant/ADAL_Paraphrasher
9421
+ 2026-04-04 03:57:42,636 INFO Uploading detector β†’ Shushant/ADAL_AI_Detector …
9422
+ 2026-04-04 03:57:42,748 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
9423
+ 2026-04-04 03:57:43,884 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
9424
+ 2026-04-04 03:57:44,148 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
9425
+ 2026-04-04 03:57:44,281 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
9426
+ 2026-04-04 03:57:44,393 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK"
9427
+ 2026-04-04 03:58:34,069 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK"
9428
+ 2026-04-04 03:58:34,347 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
9429
+ 2026-04-04 03:58:35,600 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK"
9430
+ 2026-04-04 03:58:35,899 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
9431
+ 2026-04-04 03:58:38,078 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK"
9432
+ 2026-04-04 03:58:38,309 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"