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ADAL_AI_Detector

Text Classification
Safetensors
English
roberta
ai-generated-text-detection
adversarial-training
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 Community
Shushant commited on
Commit
8e76183
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Training logs (best)

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Files changed (1) hide show
  1. training_logs/training.log +179 -0
training_logs/training.log CHANGED
@@ -9430,3 +9430,182 @@
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"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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"
9433
+ 2026-04-04 03:58:41,334 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK"
9434
+ 2026-04-04 03:58:41,335 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector
9435
+ 2026-04-04 03:58:41,335 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher …
9436
+ 2026-04-04 03:58:41,444 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
9437
+ 2026-04-04 03:58:42,079 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
9438
+ 2026-04-04 03:58:42,352 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK"
9439
+ 2026-04-04 03:58:42,472 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
9440
+ 2026-04-04 03:58:42,585 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK"
9441
+ 2026-04-04 03:58:47,392 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK"
9442
+ 2026-04-04 03:58:47,392 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher
9443
+ 2026-04-04 03:58:47,392 INFO ── Hub push complete ──
9444
+
9445
+ 2026-04-04 03:59:00,664 INFO [Step 71/200] det=skip para=0.0000 raw_rwd=0.1339±0.0072 rwd=0.1339
9446
+ 2026-04-04 03:59:00,665 INFO per-gen rewards: chatgpt=0.135 cohere=0.130 cohere-c=0.135 gpt2=0.135 gpt3=0.131 gpt4=0.136 llama-ch=0.136 mistral=0.135 mistral-=0.133 mpt=0.135 mpt-chat=0.131
9447
+ 2026-04-04 03:59:33,538 INFO [Step 72/200] det=3.0909 para=-0.0000 raw_rwd=0.1312±0.0073 rwd=0.1312
9448
+ 2026-04-04 03:59:33,538 INFO loss components: L_human=0.428 L_xm_original=0.437 L_t5_para=0.424 L_synonym_replacement=0.430 L_homoglyphs=0.424 L_article_deletion=0.435 L_misspelling=0.425 total=3.003
9449
+ 2026-04-04 03:59:33,538 INFO per-gen rewards: chatgpt=0.129 cohere=0.134 cohere-c=0.126 gpt2=0.129 gpt3=0.130 gpt4=0.132 llama-ch=0.135 mistral=0.132 mistral-=0.132 mpt=0.136 mpt-chat=0.128
9450
+ 2026-04-04 03:59:46,598 INFO [Step 73/200] det=skip para=-0.0000 raw_rwd=0.1615±0.0072 rwd=0.1615
9451
+ 2026-04-04 03:59:46,598 INFO per-gen rewards: chatgpt=0.156 cohere=0.162 cohere-c=0.168 gpt2=0.166 gpt3=0.156 gpt4=0.162 llama-ch=0.160 mistral=0.158 mistral-=0.164 mpt=0.159 mpt-chat=0.164
9452
+ 2026-04-04 04:00:19,737 INFO [Step 74/200] det=3.1082 para=0.0000 raw_rwd=0.1640±0.0070 rwd=0.1640
9453
+ 2026-04-04 04:00:19,737 INFO loss components: L_human=0.479 L_xm_original=0.490 L_t5_para=0.426 L_synonym_replacement=0.430 L_homoglyphs=0.429 L_article_deletion=0.426 L_misspelling=0.429 total=3.108
9454
+ 2026-04-04 04:00:19,737 INFO per-gen rewards: chatgpt=0.160 cohere=0.164 cohere-c=0.169 gpt2=0.162 gpt3=0.167 gpt4=0.164 llama-ch=0.161 mistral=0.167 mistral-=0.163 mpt=0.163 mpt-chat=0.166
9455
+ 2026-04-04 04:00:32,892 INFO [Step 75/200] det=skip para=-0.0000 raw_rwd=0.1458±0.0075 rwd=0.1458
9456
+ 2026-04-04 04:00:32,892 INFO per-gen rewards: chatgpt=0.144 cohere=0.143 cohere-c=0.146 gpt2=0.141 gpt3=0.152 gpt4=0.146 llama-ch=0.150 mistral=0.147 mistral-=0.149 mpt=0.146 mpt-chat=0.142
9457
+ 2026-04-04 04:54:01,807 INFO ┌─ Generator AUROC ────────────────────────────┐
9458
+ 2026-04-04 04:54:01,808 INFO │ MACRO_AVG 0.9911 ◄
9459
+ 2026-04-04 04:54:01,808 INFO │ chatgpt 0.9990
9460
+ 2026-04-04 04:54:01,808 INFO │ cohere 0.9787
9461
+ 2026-04-04 04:54:01,808 INFO │ cohere-chat 0.9892
9462
+ 2026-04-04 04:54:01,808 INFO │ gpt2 0.9928
9463
+ 2026-04-04 04:54:01,808 INFO │ gpt3 0.9948
9464
+ 2026-04-04 04:54:01,808 INFO │ gpt4 0.9992
9465
+ 2026-04-04 04:54:01,808 INFO │ llama-chat 0.9986
9466
+ 2026-04-04 04:54:01,808 INFO │ mistral 0.9802
9467
+ 2026-04-04 04:54:01,808 INFO │ mistral-chat 0.9987
9468
+ 2026-04-04 04:54:01,808 INFO │ mpt 0.9737
9469
+ 2026-04-04 04:54:01,808 INFO │ mpt-chat 0.9974
9470
+ 2026-04-04 04:54:01,808 INFO │ (prev best) 0.9914
9471
+ 2026-04-04 04:54:01,809 INFO ├─ Attack AUROC (robustness) ─────────────────┤
9472
+ 2026-04-04 04:54:01,809 INFO │ article_deletion 0.9993 ~
9473
+ 2026-04-04 04:54:01,809 INFO │ homoglyphs 1.0000 ~
9474
+ 2026-04-04 04:54:01,809 INFO │ misspelling 0.9998 ~
9475
+ 2026-04-04 04:54:01,809 INFO │ no_attack 0.9986 ~
9476
+ 2026-04-04 04:54:01,809 INFO │ synonym_replacement 0.9997 ~
9477
+ 2026-04-04 04:54:01,809 INFO │ t5_paraphrase 1.0000 ~
9478
+ 2026-04-04 04:54:01,809 INFO └─────────────────────────────────────────────┘
9479
+ 2026-04-04 04:54:01,809 INFO No improvement (1/25) best=0.9914
9480
+
9481
+ 2026-04-04 04:54:35,315 INFO [Step 76/200] det=3.1031 para=0.0000 raw_rwd=0.1473±0.0062 rwd=0.1473
9482
+ 2026-04-04 04:54:35,315 INFO loss components: L_human=0.437 L_xm_original=0.428 L_t5_para=0.425 L_synonym_replacement=0.429 L_homoglyphs=0.433 L_article_deletion=0.424 L_misspelling=0.434 total=3.010
9483
+ 2026-04-04 04:54:35,315 INFO per-gen rewards: chatgpt=0.150 cohere=0.145 cohere-c=0.150 gpt2=0.150 gpt3=0.140 gpt4=0.153 llama-ch=0.149 mistral=0.147 mistral-=0.146 mpt=0.146 mpt-chat=0.145
9484
+ 2026-04-04 04:54:48,573 INFO [Step 77/200] det=skip para=0.0000 raw_rwd=0.1362±0.0069 rwd=0.1362
9485
+ 2026-04-04 04:54:48,573 INFO per-gen rewards: chatgpt=0.135 cohere=0.137 cohere-c=0.137 gpt2=0.135 gpt3=0.137 gpt4=0.135 llama-ch=0.133 mistral=0.136 mistral-=0.135 mpt=0.142 mpt-chat=0.137
9486
+ 2026-04-04 04:55:21,739 INFO [Step 78/200] det=3.1359 para=-0.0000 raw_rwd=0.1365±0.0068 rwd=0.1365
9487
+ 2026-04-04 04:55:21,739 INFO loss components: L_human=0.425 L_xm_original=0.430 L_t5_para=0.428 L_synonym_replacement=0.441 L_homoglyphs=0.428 L_article_deletion=0.445 L_misspelling=0.427 total=3.023
9488
+ 2026-04-04 04:55:21,739 INFO per-gen rewards: chatgpt=0.138 cohere=0.136 cohere-c=0.140 gpt2=0.136 gpt3=0.142 gpt4=0.132 llama-ch=0.131 mistral=0.137 mistral-=0.141 mpt=0.136 mpt-chat=0.136
9489
+ 2026-04-04 04:55:35,070 INFO [Step 79/200] det=skip para=-0.0000 raw_rwd=0.1414±0.0068 rwd=0.1414
9490
+ 2026-04-04 04:55:35,070 INFO per-gen rewards: chatgpt=0.145 cohere=0.140 cohere-c=0.139 gpt2=0.143 gpt3=0.142 gpt4=0.140 llama-ch=0.142 mistral=0.143 mistral-=0.140 mpt=0.141 mpt-chat=0.140
9491
+ 2026-04-04 04:56:08,448 INFO [Step 80/200] det=3.1342 para=0.0045 raw_rwd=0.1416±0.0068 rwd=0.1416
9492
+ 2026-04-04 04:56:08,449 INFO loss components: L_human=0.489 L_xm_original=0.432 L_t5_para=0.426 L_synonym_replacement=0.431 L_homoglyphs=0.425 L_article_deletion=0.428 L_misspelling=0.438 total=3.070
9493
+ 2026-04-04 04:56:08,449 INFO per-gen rewards: chatgpt=0.135 cohere=0.142 cohere-c=0.141 gpt2=0.140 gpt3=0.139 gpt4=0.140 llama-ch=0.142 mistral=0.146 mistral-=0.145 mpt=0.141 mpt-chat=0.140
9494
+ 2026-04-04 05:49:34,932 INFO ┌─ Generator AUROC ────────────────────────────┐
9495
+ 2026-04-04 05:49:34,933 INFO │ MACRO_AVG 0.9852 ◄
9496
+ 2026-04-04 05:49:34,933 INFO │ chatgpt 0.9929
9497
+ 2026-04-04 05:49:34,933 INFO │ cohere 0.9760
9498
+ 2026-04-04 05:49:34,933 INFO │ cohere-chat 0.9835
9499
+ 2026-04-04 05:49:34,933 INFO │ gpt2 0.9868
9500
+ 2026-04-04 05:49:34,933 INFO │ gpt3 0.9879
9501
+ 2026-04-04 05:49:34,933 INFO │ gpt4 0.9941
9502
+ 2026-04-04 05:49:34,933 INFO │ llama-chat 0.9917
9503
+ 2026-04-04 05:49:34,933 INFO │ mistral 0.9795
9504
+ 2026-04-04 05:49:34,933 INFO │ mistral-chat 0.9921
9505
+ 2026-04-04 05:49:34,933 INFO │ mpt 0.9622
9506
+ 2026-04-04 05:49:34,933 INFO │ mpt-chat 0.9909
9507
+ 2026-04-04 05:49:34,933 INFO │ (prev best) 0.9914
9508
+ 2026-04-04 05:49:34,933 INFO ├─ Attack AUROC (robustness) ─────────────────┤
9509
+ 2026-04-04 05:49:34,933 INFO │ article_deletion 0.9904 ~
9510
+ 2026-04-04 05:49:34,933 INFO │ homoglyphs 0.9932 ~
9511
+ 2026-04-04 05:49:34,933 INFO │ misspelling 0.9854 ~
9512
+ 2026-04-04 05:49:34,933 INFO │ no_attack 0.9914 ~
9513
+ 2026-04-04 05:49:34,933 INFO │ synonym_replacement 0.9863 ~
9514
+ 2026-04-04 05:49:34,933 INFO │ t5_paraphrase 0.9800 ~
9515
+ 2026-04-04 05:49:34,933 INFO └─────────────────────────────────────────────┘
9516
+ 2026-04-04 05:49:34,933 INFO No improvement (2/25) best=0.9914
9517
+
9518
+ 2026-04-04 05:49:48,225 INFO [Step 81/200] det=skip para=0.0455 raw_rwd=0.1566±0.0109 rwd=0.1566
9519
+ 2026-04-04 05:49:48,225 INFO per-gen rewards: chatgpt=0.159 cohere=0.158 cohere-c=0.161 gpt2=0.155 gpt3=0.150 gpt4=0.159 llama-ch=0.152 mistral=0.157 mistral-=0.162 mpt=0.154 mpt-chat=0.157
9520
+ 2026-04-04 05:50:21,600 INFO [Step 82/200] det=3.0834 para=-0.0013 raw_rwd=0.1556±0.0063 rwd=0.1556
9521
+ 2026-04-04 05:50:21,600 INFO loss components: L_human=0.437 L_xm_original=0.453 L_t5_para=0.425 L_synonym_replacement=0.432 L_homoglyphs=0.428 L_article_deletion=0.438 L_misspelling=0.428 total=3.041
9522
+ 2026-04-04 05:50:21,600 INFO per-gen rewards: chatgpt=0.151 cohere=0.157 cohere-c=0.161 gpt2=0.157 gpt3=0.152 gpt4=0.154 llama-ch=0.157 mistral=0.154 mistral-=0.156 mpt=0.155 mpt-chat=0.158
9523
+ 2026-04-04 05:50:34,913 INFO [Step 83/200] det=skip para=0.0048 raw_rwd=0.1629±0.0052 rwd=0.1629
9524
+ 2026-04-04 05:50:34,913 INFO per-gen rewards: chatgpt=0.164 cohere=0.164 cohere-c=0.163 gpt2=0.166 gpt3=0.162 gpt4=0.168 llama-ch=0.160 mistral=0.162 mistral-=0.165 mpt=0.161 mpt-chat=0.162
9525
+ 2026-04-04 05:51:07,872 INFO [Step 84/200] det=3.2801 para=-0.0000 raw_rwd=0.1615±0.0043 rwd=0.1615
9526
+ 2026-04-04 05:51:07,872 INFO loss components: L_human=0.508 L_xm_original=0.435 L_t5_para=0.428 L_synonym_replacement=0.435 L_homoglyphs=0.429 L_article_deletion=0.510 L_misspelling=0.545 total=3.289
9527
+ 2026-04-04 05:51:07,872 INFO per-gen rewards: chatgpt=0.162 cohere=0.158 cohere-c=0.165 gpt2=0.163 gpt3=0.161 gpt4=0.160 llama-ch=0.161 mistral=0.160 mistral-=0.162 mpt=0.162 mpt-chat=0.162
9528
+ 2026-04-04 05:51:21,234 INFO [Step 85/200] det=skip para=0.0000 raw_rwd=0.1401±0.0063 rwd=0.1401
9529
+ 2026-04-04 05:51:21,234 INFO per-gen rewards: chatgpt=0.138 cohere=0.141 cohere-c=0.142 gpt2=0.142 gpt3=0.139 gpt4=0.140 llama-ch=0.143 mistral=0.141 mistral-=0.139 mpt=0.141 mpt-chat=0.135
9530
+ 2026-04-04 06:44:50,130 INFO ┌─ Generator AUROC ────────────────────────────┐
9531
+ 2026-04-04 06:44:50,136 INFO │ MACRO_AVG 0.9913 ◄
9532
+ 2026-04-04 06:44:50,136 INFO │ chatgpt 0.9981
9533
+ 2026-04-04 06:44:50,136 INFO │ cohere 0.9819
9534
+ 2026-04-04 06:44:50,136 INFO │ cohere-chat 0.9899
9535
+ 2026-04-04 06:44:50,136 INFO │ gpt2 0.9911
9536
+ 2026-04-04 06:44:50,136 INFO │ gpt3 0.9960
9537
+ 2026-04-04 06:44:50,136 INFO │ gpt4 0.9989
9538
+ 2026-04-04 06:44:50,136 INFO │ llama-chat 0.9983
9539
+ 2026-04-04 06:44:50,136 INFO │ mistral 0.9869
9540
+ 2026-04-04 06:44:50,136 INFO │ mistral-chat 0.9981
9541
+ 2026-04-04 06:44:50,137 INFO │ mpt 0.9672
9542
+ 2026-04-04 06:44:50,137 INFO │ mpt-chat 0.9974
9543
+ 2026-04-04 06:44:50,137 INFO │ (prev best) 0.9914
9544
+ 2026-04-04 06:44:50,137 INFO ├─ Attack AUROC (robustness) ─────────────────┤
9545
+ 2026-04-04 06:44:50,137 INFO │ article_deletion 0.9979 ~
9546
+ 2026-04-04 06:44:50,137 INFO │ homoglyphs 0.9994 ~
9547
+ 2026-04-04 06:44:50,137 INFO │ misspelling 0.9969 ~
9548
+ 2026-04-04 06:44:50,137 INFO │ no_attack 0.9982 ~
9549
+ 2026-04-04 06:44:50,137 INFO │ synonym_replacement 0.9972 ~
9550
+ 2026-04-04 06:44:50,137 INFO │ t5_paraphrase 1.0000 ~
9551
+ 2026-04-04 06:44:50,137 INFO └─────────────────────────────────────────────┘
9552
+ 2026-04-04 06:44:50,137 INFO No improvement (3/25) best=0.9914
9553
+
9554
+ 2026-04-04 06:45:25,589 INFO [Step 86/200] det=3.1132 para=-0.0000 raw_rwd=0.1396±0.0050 rwd=0.1396
9555
+ 2026-04-04 06:45:25,589 INFO loss components: L_human=0.575 L_xm_original=0.437 L_t5_para=0.425 L_synonym_replacement=0.424 L_homoglyphs=0.424 L_article_deletion=0.433 L_misspelling=0.435 total=3.153
9556
+ 2026-04-04 06:45:25,589 INFO per-gen rewards: chatgpt=0.139 cohere=0.137 cohere-c=0.145 gpt2=0.139 gpt3=0.139 gpt4=0.142 llama-ch=0.138 mistral=0.139 mistral-=0.141 mpt=0.136 mpt-chat=0.143
9557
+ 2026-04-04 06:45:38,959 INFO [Step 87/200] det=skip para=-0.0000 raw_rwd=0.1441±0.0050 rwd=0.1441
9558
+ 2026-04-04 06:45:38,960 INFO per-gen rewards: chatgpt=0.149 cohere=0.143 cohere-c=0.144 gpt2=0.143 gpt3=0.144 gpt4=0.142 llama-ch=0.145 mistral=0.147 mistral-=0.140 mpt=0.143 mpt-chat=0.146
9559
+ 2026-04-04 06:46:12,187 INFO [Step 88/200] det=3.1886 para=0.0000 raw_rwd=0.1437±0.0058 rwd=0.1437
9560
+ 2026-04-04 06:46:12,187 INFO loss components: L_human=0.431 L_xm_original=0.441 L_t5_para=0.432 L_synonym_replacement=0.429 L_homoglyphs=0.424 L_article_deletion=0.442 L_misspelling=0.425 total=3.024
9561
+ 2026-04-04 06:46:12,187 INFO per-gen rewards: chatgpt=0.141 cohere=0.140 cohere-c=0.148 gpt2=0.144 gpt3=0.146 gpt4=0.149 llama-ch=0.144 mistral=0.142 mistral-=0.142 mpt=0.146 mpt-chat=0.143
9562
+ 2026-04-04 06:46:25,593 INFO [Step 89/200] det=skip para=0.0035 raw_rwd=0.1505±0.0059 rwd=0.1505
9563
+ 2026-04-04 06:46:25,593 INFO per-gen rewards: chatgpt=0.146 cohere=0.148 cohere-c=0.161 gpt2=0.151 gpt3=0.150 gpt4=0.150 llama-ch=0.151 mistral=0.148 mistral-=0.153 mpt=0.151 mpt-chat=0.149
9564
+ 2026-04-04 06:46:59,414 INFO [Step 90/200] det=3.0824 para=0.0080 raw_rwd=0.1521±0.0063 rwd=0.1521
9565
+ 2026-04-04 06:46:59,414 INFO loss components: L_human=0.480 L_xm_original=0.493 L_t5_para=0.425 L_synonym_replacement=0.428 L_homoglyphs=0.430 L_article_deletion=0.439 L_misspelling=0.426 total=3.121
9566
+ 2026-04-04 06:46:59,414 INFO per-gen rewards: chatgpt=0.150 cohere=0.154 cohere-c=0.154 gpt2=0.152 gpt3=0.151 gpt4=0.151 llama-ch=0.150 mistral=0.149 mistral-=0.152 mpt=0.153 mpt-chat=0.157
9567
+ 2026-04-04 07:40:31,236 INFO ┌─ Generator AUROC ────────────────────────────┐
9568
+ 2026-04-04 07:40:31,237 INFO │ MACRO_AVG 0.9920 ◄
9569
+ 2026-04-04 07:40:31,237 INFO │ chatgpt 0.9978
9570
+ 2026-04-04 07:40:31,237 INFO │ cohere 0.9843
9571
+ 2026-04-04 07:40:31,237 INFO │ cohere-chat 0.9911
9572
+ 2026-04-04 07:40:31,237 INFO │ gpt2 0.9919
9573
+ 2026-04-04 07:40:31,237 INFO │ gpt3 0.9962
9574
+ 2026-04-04 07:40:31,237 INFO │ gpt4 0.9983
9575
+ 2026-04-04 07:40:31,237 INFO │ llama-chat 0.9979
9576
+ 2026-04-04 07:40:31,237 INFO │ mistral 0.9865
9577
+ 2026-04-04 07:40:31,237 INFO │ mistral-chat 0.9980
9578
+ 2026-04-04 07:40:31,237 INFO │ mpt 0.9724
9579
+ 2026-04-04 07:40:31,237 INFO │ mpt-chat 0.9973
9580
+ 2026-04-04 07:40:31,237 INFO │ (prev best) 0.9914
9581
+ 2026-04-04 07:40:31,237 INFO ├─ Attack AUROC (robustness) ─────────────────┤
9582
+ 2026-04-04 07:40:31,237 INFO │ article_deletion 0.9986 ~
9583
+ 2026-04-04 07:40:31,237 INFO │ homoglyphs 0.9991 ~
9584
+ 2026-04-04 07:40:31,237 INFO │ misspelling 0.9991 ~
9585
+ 2026-04-04 07:40:31,237 INFO │ no_attack 0.9978 ~
9586
+ 2026-04-04 07:40:31,237 INFO │ synonym_replacement 0.9978 ~
9587
+ 2026-04-04 07:40:31,237 INFO │ t5_paraphrase 1.0000 ~
9588
+ 2026-04-04 07:40:31,237 INFO └─────────────────────────────────────────────┘
9589
+ 2026-04-04 07:40:37,166 INFO Detector saved → ./radar_multievasion/best_detector
9590
+ 2026-04-04 07:40:40,377 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser
9591
+ 2026-04-04 07:40:40,377 INFO ✓ New best macro AUROC = 0.9920 — saved.
9592
+
9593
+ 2026-04-04 07:40:40,377 INFO
9594
+ ── Pushing to HuggingFace Hub (trigger=best) ──
9595
+ 2026-04-04 07:40:40,602 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK"
9596
+ 2026-04-04 07:40:40,737 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK"
9597
+ 2026-04-04 07:40:40,738 INFO Repo exists: Shushant/ADAL_AI_Detector
9598
+ 2026-04-04 07:40:40,858 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK"
9599
+ 2026-04-04 07:40:40,859 INFO Repo exists: Shushant/ADAL_Paraphrasher
9600
+ 2026-04-04 07:40:40,860 INFO Uploading detector → Shushant/ADAL_AI_Detector …
9601
+ 2026-04-04 07:40:40,975 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
9602
+ 2026-04-04 07:40:42,096 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"
9603
+ 2026-04-04 07:40:42,498 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
9604
+ 2026-04-04 07:40:42,629 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK"
9605
+ 2026-04-04 07:40:42,744 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK"
9606
+ 2026-04-04 07:41:33,365 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK"
9607
+ 2026-04-04 07:41:33,584 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
9608
+ 2026-04-04 07:41:35,233 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK"
9609
+ 2026-04-04 07:41:35,518 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"
9610
+ 2026-04-04 07:41:37,357 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK"
9611
+ 2026-04-04 07:41:37,499 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"