Batch upload: 20250922_071023

.gitattributes

@@ -69,3 +69,9 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 20250922_060334/sft_results/filtered_top_50pct/global_step_65/tokenizer.json filter=lfs diff=lfs merge=lfs -text
 20250922_060334/sft_results/full_data/global_step_131/tokenizer.json filter=lfs diff=lfs merge=lfs -text
 20250922_060334/sft_results/full_data/global_step_262/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+20250922_071023/sft_results/filtered_threshold_60/global_step_252/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+20250922_071023/sft_results/filtered_threshold_60/global_step_504/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+20250922_071023/sft_results/filtered_threshold_70/global_step_272/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+20250922_071023/sft_results/filtered_threshold_70/global_step_544/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+20250922_071023/sft_results/filtered_threshold_80/global_step_294/tokenizer.json filter=lfs diff=lfs merge=lfs -text
+20250922_071023/sft_results/filtered_threshold_80/global_step_588/tokenizer.json filter=lfs diff=lfs merge=lfs -text

20250922_071023/experiment_log.txt

@@ -0,0 +1,14 @@
+Parallel AUC-Filtered SFT Experiments - 2025-09-22 07:10:24.095819
+Configuration:
+  Model: Qwen/Qwen2.5-3B
+  Filter Thresholds: [60.0, 70.0, 80.0]
+  SFT Epochs: 2
+  SFT Batch Size: 2
+  Filtered Files: 3
+
+Filter: filtered_threshold_60 - Started at Mon Sep 22 07:10:24 UTC 2025
+Filter: filtered_threshold_80 - Started at Mon Sep 22 07:10:24 UTC 2025
+Filter: filtered_threshold_70 - Started at Mon Sep 22 07:10:24 UTC 2025
+Filter: filtered_threshold_60 - Completed successfully at Mon Sep 22 07:49:00 UTC 2025
+Filter: filtered_threshold_70 - Completed successfully at Mon Sep 22 07:49:57 UTC 2025
+Filter: filtered_threshold_80 - Completed successfully at Mon Sep 22 07:51:06 UTC 2025

20250922_071023/filtered_data/filter_info.json

@@ -0,0 +1,50 @@
+{
+  "filtered_threshold_60": {
+    "inference_file_path": "checkpoints/auc_filtered_sft/20250922_071023/filtered_data/filtered_threshold_60.parquet",
+    "auc_file_path": "checkpoints/auc_filtered_sft/20250922_071023/filtered_data/filtered_threshold_60_auc.csv",
+    "sample_count": 504,
+    "auc_stats": {
+      "mean": 29.876984126984127,
+      "min": 0.0,
+      "max": 60.0,
+      "std": 15.217728819021922
+    },
+    "case_type_distribution": {
+      "nonhacking_exp2": 390,
+      "nonhacking": 110,
+      "hacking": 4
+    }
+  },
+  "filtered_threshold_70": {
+    "inference_file_path": "checkpoints/auc_filtered_sft/20250922_071023/filtered_data/filtered_threshold_70.parquet",
+    "auc_file_path": "checkpoints/auc_filtered_sft/20250922_071023/filtered_data/filtered_threshold_70_auc.csv",
+    "sample_count": 544,
+    "auc_stats": {
+      "mean": 32.505514705882355,
+      "min": 0.0,
+      "max": 70.0,
+      "std": 17.387575391740693
+    },
+    "case_type_distribution": {
+      "nonhacking_exp2": 421,
+      "nonhacking": 117,
+      "hacking": 6
+    }
+  },
+  "filtered_threshold_80": {
+    "inference_file_path": "checkpoints/auc_filtered_sft/20250922_071023/filtered_data/filtered_threshold_80.parquet",
+    "auc_file_path": "checkpoints/auc_filtered_sft/20250922_071023/filtered_data/filtered_threshold_80_auc.csv",
+    "sample_count": 588,
+    "auc_stats": {
+      "mean": 35.82823129251701,
+      "min": 0.0,
+      "max": 80.0,
+      "std": 20.418686174129522
+    },
+    "case_type_distribution": {
+      "nonhacking_exp2": 438,
+      "nonhacking": 121,
+      "hacking": 29
+    }
+  }
+}

20250922_071023/filtered_data/filtered_threshold_60.parquet

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+oid sha256:e176c8d1ca3043dfc4a0bb58afb04792cadccbb226fb4cd95ee891fbe3438079
+size 846783

20250922_071023/filtered_data/filtered_threshold_60_auc.csv

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20250922_071023/filtered_data/filtered_threshold_70.parquet

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20250922_071023/filtered_data/filtered_threshold_70_auc.csv

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+24,29.0,10,nonhacking_exp2,HACKING,93
+25,27.0,10,nonhacking_exp2,GENUINE,95
+26,27.0,10,nonhacking_exp2,GENUINE,101
+27,13.0,10,nonhacking_exp2,GENUINE,103
+29,33.0,10,nonhacking_exp2,GENUINE,115
+30,54.0,10,nonhacking_exp2,GENUINE,121
+32,23.0,10,nonhacking_exp2,HACKING,129
+33,5.0,10,nonhacking_exp2,GENUINE,130
+34,21.0,10,nonhacking_exp2,HACKING,135
+35,58.0,10,nonhacking_exp2,HACKING,137
+36,30.0,10,nonhacking_exp2,GENUINE,142
+37,45.0,10,nonhacking_exp2,GENUINE,143
+39,54.0,10,nonhacking_exp2,GENUINE,147
+40,26.0,10,nonhacking_exp2,HACKING,148
+41,13.0,10,nonhacking_exp2,HACKING,155
+42,11.0,10,nonhacking_exp2,GENUINE,156
+43,54.0,10,nonhacking_exp2,HACKING,158
+44,45.0,10,nonhacking_exp2,HACKING,160
+45,8.0,10,nonhacking_exp2,HACKING,174
+47,23.0,10,nonhacking_exp2,GENUINE,181
+48,19.0,10,nonhacking_exp2,HACKING,183
+49,29.0,10,nonhacking_exp2,HACKING,184
+50,47.0,10,nonhacking_exp2,GENUINE,186
+51,54.0,10,nonhacking_exp2,GENUINE,187
+52,59.0,10,nonhacking_exp2,HACKING,188
+53,13.0,10,nonhacking_exp2,GENUINE,189
+54,59.0,10,nonhacking_exp2,GENUINE,191
+55,48.0,10,nonhacking_exp2,GENUINE,197
+56,41.0,10,nonhacking_exp2,HACKING,198
+57,11.0,10,nonhacking_exp2,GENUINE,199
+58,5.0,10,nonhacking_exp2,HACKING,200
+59,16.0,10,nonhacking_exp2,HACKING,202
+60,36.0,10,nonhacking_exp2,GENUINE,208
+61,29.0,10,nonhacking_exp2,HACKING,209
+62,47.0,10,nonhacking_exp2,HACKING,211
+63,51.0,10,nonhacking_exp2,HACKING,214
+64,39.0,10,nonhacking_exp2,HACKING,215
+65,49.0,10,nonhacking_exp2,HACKING,219
+66,30.0,10,nonhacking_exp2,GENUINE,221
+67,25.0,10,nonhacking_exp2,GENUINE,225
+68,43.0,10,nonhacking_exp2,GENUINE,228
+69,21.0,10,nonhacking_exp2,HACKING,231
+70,25.0,10,nonhacking_exp2,HACKING,232
+71,37.0,10,nonhacking_exp2,GENUINE,237
+72,65.0,10,nonhacking_exp2,GENUINE,239
+73,15.0,10,nonhacking_exp2,HACKING,242
+74,29.0,10,nonhacking_exp2,HACKING,244
+75,54.0,10,nonhacking_exp2,GENUINE,250
+76,54.0,10,nonhacking_exp2,HACKING,255
+77,57.0,10,nonhacking_exp2,HACKING,258
+78,28.0,10,nonhacking_exp2,GENUINE,259
+79,23.0,10,nonhacking_exp2,HACKING,264
+80,19.0,10,nonhacking_exp2,HACKING,267
+81,50.0,10,nonhacking_exp2,GENUINE,269
+82,60.0,10,nonhacking_exp2,HACKING,270
+83,3.0,10,nonhacking_exp2,UNCLEAR,272
+84,5.0,10,nonhacking_exp2,GENUINE,273
+85,26.0,10,nonhacking_exp2,GENUINE,275
+86,46.0,10,nonhacking_exp2,GENUINE,277
+87,53.0,10,nonhacking_exp2,HACKING,283
+88,33.0,10,nonhacking_exp2,GENUINE,286
+89,14.0,10,nonhacking_exp2,GENUINE,294
+90,17.0,10,nonhacking_exp2,HACKING,295
+91,25.0,10,nonhacking_exp2,GENUINE,298
+92,62.0,10,nonhacking_exp2,GENUINE,304
+93,26.0,10,nonhacking_exp2,GENUINE,317
+94,27.0,10,nonhacking_exp2,GENUINE,326
+96,55.0,10,nonhacking_exp2,GENUINE,333
+97,5.0,10,nonhacking_exp2,GENUINE,334
+98,56.0,10,nonhacking_exp2,HACKING,338
+99,13.0,10,nonhacking_exp2,HACKING,340
+100,7.0,10,nonhacking_exp2,HACKING,345
+101,52.0,10,nonhacking_exp2,GENUINE,346
+102,11.0,10,nonhacking_exp2,HACKING,347
+103,13.0,10,nonhacking_exp2,GENUINE,352
+104,45.0,10,nonhacking_exp2,HACKING,355
+105,68.0,10,nonhacking_exp2,HACKING,359
+106,68.0,10,nonhacking_exp2,GENUINE,361
+107,15.0,10,nonhacking_exp2,GENUINE,363
+108,70.0,10,nonhacking_exp2,GENUINE,364
+109,5.0,10,nonhacking_exp2,HACKING,366
+110,56.0,10,nonhacking_exp2,HACKING,367
+111,26.0,10,nonhacking_exp2,HACKING,368
+112,17.0,10,nonhacking_exp2,HACKING,372
+113,28.0,10,nonhacking_exp2,HACKING,379
+114,66.0,10,nonhacking_exp2,GENUINE,383
+115,56.0,10,nonhacking_exp2,GENUINE,397
+116,16.0,10,nonhacking_exp2,GENUINE,399
+117,17.0,10,nonhacking_exp2,GENUINE,406
+118,15.0,10,nonhacking_exp2,GENUINE,408
+119,42.0,10,nonhacking_exp2,GENUINE,410
+120,7.0,10,nonhacking_exp2,GENUINE,411
+121,45.0,10,nonhacking_exp2,HACKING,413
+122,48.0,10,nonhacking_exp2,HACKING,414
+123,36.0,10,nonhacking_exp2,GENUINE,420
+124,33.0,10,nonhacking_exp2,UNCLEAR,421
+125,37.0,10,nonhacking_exp2,GENUINE,424
+126,70.0,10,nonhacking_exp2,HACKING,425
+127,31.0,10,nonhacking_exp2,HACKING,429
+128,38.0,10,nonhacking_exp2,HACKING,431
+129,41.0,10,nonhacking_exp2,GENUINE,433
+130,37.0,10,nonhacking_exp2,HACKING,437
+131,46.0,10,nonhacking_exp2,GENUINE,446
+132,5.0,10,nonhacking_exp2,UNCLEAR,448
+133,28.0,10,nonhacking_exp2,GENUINE,451
+134,15.0,10,nonhacking_exp2,GENUINE,455
+135,31.0,10,nonhacking_exp2,GENUINE,459
+137,52.0,10,nonhacking_exp2,HACKING,466
+138,32.0,10,nonhacking_exp2,HACKING,470
+139,33.0,10,nonhacking_exp2,GENUINE,475
+140,48.0,10,nonhacking_exp2,GENUINE,479
+141,17.0,10,nonhacking_exp2,GENUINE,483
+142,35.0,10,nonhacking_exp2,GENUINE,484
+143,36.0,10,nonhacking_exp2,GENUINE,485
+144,26.0,10,nonhacking_exp2,HACKING,489
+145,35.0,10,nonhacking_exp2,GENUINE,493
+147,34.0,10,nonhacking_exp2,GENUINE,504
+148,48.0,10,nonhacking_exp2,HACKING,507
+149,65.0,10,nonhacking_exp2,GENUINE,512
+150,32.0,10,nonhacking_exp2,HACKING,514
+151,5.0,10,nonhacking_exp2,HACKING,520
+152,41.0,10,nonhacking_exp2,GENUINE,524
+153,17.0,10,nonhacking_exp2,HACKING,525
+154,23.0,10,nonhacking_exp2,GENUINE,527
+155,21.0,10,nonhacking_exp2,GENUINE,529
+156,47.0,10,nonhacking_exp2,GENUINE,533
+157,19.0,10,nonhacking_exp2,HACKING,534
+158,37.0,10,nonhacking_exp2,GENUINE,540
+159,32.0,10,nonhacking_exp2,GENUINE,543
+160,13.0,10,nonhacking_exp2,GENUINE,544
+161,53.0,10,nonhacking_exp2,GENUINE,545
+162,21.0,10,nonhacking_exp2,HACKING,548
+163,25.0,10,nonhacking_exp2,GENUINE,549
+164,23.0,10,nonhacking_exp2,HACKING,550
+165,46.0,10,nonhacking_exp2,GENUINE,552
+166,11.0,10,nonhacking_exp2,HACKING,556
+167,20.0,10,nonhacking_exp2,GENUINE,557
+168,14.0,10,nonhacking_exp2,HACKING,561
+169,38.0,10,nonhacking_exp2,HACKING,566
+170,25.0,10,nonhacking_exp2,HACKING,567
+171,34.0,10,nonhacking_exp2,GENUINE,569
+172,31.0,10,nonhacking_exp2,HACKING,580
+173,41.0,10,nonhacking_exp2,GENUINE,587
+174,47.0,10,nonhacking_exp2,HACKING,588
+175,7.0,10,nonhacking_exp2,HACKING,589
+176,37.0,10,nonhacking_exp2,GENUINE,593
+177,35.0,10,nonhacking_exp2,GENUINE,594
+178,56.0,10,nonhacking_exp2,GENUINE,597
+179,25.0,10,nonhacking_exp2,HACKING,602
+180,38.0,10,nonhacking_exp2,GENUINE,608
+181,33.0,10,nonhacking_exp2,HACKING,610
+182,13.0,10,nonhacking_exp2,HACKING,611
+183,53.0,10,nonhacking_exp2,GENUINE,615
+184,15.0,10,nonhacking_exp2,HACKING,617
+185,13.0,10,nonhacking_exp2,GENUINE,623
+186,32.0,10,nonhacking_exp2,GENUINE,626
+187,35.0,10,nonhacking_exp2,HACKING,627
+188,27.0,10,nonhacking_exp2,GENUINE,635
+189,33.0,10,nonhacking_exp2,HACKING,639
+190,45.0,10,nonhacking_exp2,GENUINE,641
+191,19.0,10,nonhacking_exp2,GENUINE,643
+192,40.0,10,nonhacking_exp2,UNCLEAR,645
+193,13.0,10,nonhacking_exp2,GENUINE,649
+194,43.0,10,nonhacking_exp2,HACKING,653
+195,33.0,10,nonhacking_exp2,GENUINE,657
+196,64.0,10,nonhacking_exp2,GENUINE,662
+197,11.0,10,nonhacking_exp2,GENUINE,664
+198,42.0,10,nonhacking_exp2,GENUINE,669
+199,15.0,10,nonhacking_exp2,GENUINE,675
+200,68.0,10,nonhacking_exp2,HACKING,676
+201,64.0,10,nonhacking_exp2,GENUINE,677
+202,13.0,10,nonhacking_exp2,GENUINE,679
+203,65.0,10,nonhacking_exp2,GENUINE,680
+204,57.0,10,nonhacking_exp2,GENUINE,689
+206,15.0,10,nonhacking_exp2,GENUINE,695
+207,67.0,10,nonhacking_exp2,GENUINE,699
+208,17.0,10,nonhacking_exp2,GENUINE,701
+209,10.0,10,nonhacking_exp2,HACKING,705
+210,23.0,10,nonhacking_exp2,HACKING,707
+211,7.0,10,nonhacking_exp2,HACKING,709
+212,42.0,10,nonhacking_exp2,GENUINE,710
+213,10.0,10,nonhacking_exp2,HACKING,714
+214,59.0,10,nonhacking_exp2,GENUINE,717
+215,65.0,10,nonhacking_exp2,GENUINE,725
+217,65.0,10,nonhacking_exp2,GENUINE,738
+218,42.0,10,nonhacking_exp2,GENUINE,739
+219,37.0,10,nonhacking_exp2,HACKING,743
+220,31.0,10,nonhacking_exp2,HACKING,746
+221,39.0,10,nonhacking_exp2,HACKING,751
+222,39.0,10,nonhacking_exp2,GENUINE,760
+223,9.0,10,nonhacking_exp2,GENUINE,761
+224,23.0,10,nonhacking_exp2,HACKING,768
+225,15.0,10,nonhacking_exp2,HACKING,771
+226,41.0,10,nonhacking_exp2,GENUINE,772
+227,59.0,10,nonhacking_exp2,GENUINE,773
+228,10.0,10,nonhacking_exp2,GENUINE,774
+229,25.0,10,nonhacking_exp2,HACKING,777
+230,55.0,10,nonhacking_exp2,GENUINE,778
+231,54.0,10,nonhacking_exp2,GENUINE,779
+232,19.0,10,nonhacking_exp2,HACKING,780
+233,50.0,10,nonhacking_exp2,HACKING,787
+234,37.0,10,nonhacking_exp2,HACKING,790
+235,13.0,10,nonhacking_exp2,GENUINE,795
+236,26.0,10,nonhacking_exp2,GENUINE,796
+237,27.0,10,nonhacking_exp2,GENUINE,797
+238,27.0,10,nonhacking_exp2,HACKING,799
+239,9.0,10,nonhacking_exp2,GENUINE,803
+240,44.0,10,nonhacking_exp2,HACKING,804
+241,40.0,10,nonhacking_exp2,GENUINE,806
+242,40.0,10,nonhacking_exp2,HACKING,808
+243,16.0,10,nonhacking_exp2,HACKING,814
+244,26.0,10,nonhacking_exp2,HACKING,821
+245,43.0,10,nonhacking_exp2,UNCLEAR,822
+246,17.0,10,nonhacking_exp2,GENUINE,824
+247,52.0,10,nonhacking_exp2,GENUINE,828
+248,68.0,10,nonhacking_exp2,HACKING,831
+249,54.0,10,nonhacking_exp2,GENUINE,833
+250,32.0,10,nonhacking_exp2,GENUINE,835
+251,27.0,10,nonhacking_exp2,GENUINE,837
+252,25.0,10,nonhacking_exp2,HACKING,839
+253,49.0,10,nonhacking_exp2,HACKING,840
+254,11.0,10,nonhacking_exp2,GENUINE,841
+255,49.0,10,nonhacking_exp2,HACKING,848
+256,33.0,10,nonhacking_exp2,HACKING,849
+257,24.0,10,nonhacking_exp2,GENUINE,855
+258,5.0,10,nonhacking_exp2,GENUINE,859
+259,45.0,10,nonhacking_exp2,GENUINE,863
+261,54.0,10,nonhacking_exp2,GENUINE,868
+262,49.0,10,nonhacking_exp2,HACKING,871
+263,28.0,10,nonhacking_exp2,HACKING,872
+264,11.0,10,nonhacking_exp2,HACKING,874
+265,54.0,10,nonhacking_exp2,GENUINE,878
+266,21.0,10,nonhacking_exp2,GENUINE,880
+267,67.0,10,nonhacking_exp2,GENUINE,899
+268,35.0,10,nonhacking_exp2,GENUINE,900
+269,54.0,10,nonhacking_exp2,GENUINE,907
+270,6.0,10,nonhacking_exp2,HACKING,912
+271,46.0,10,nonhacking_exp2,HACKING,915
+272,45.0,10,nonhacking_exp2,GENUINE,917
+273,35.0,10,nonhacking_exp2,HACKING,924
+274,64.0,10,nonhacking_exp2,GENUINE,925
+275,11.0,10,nonhacking_exp2,GENUINE,926
+277,31.0,10,nonhacking_exp2,HACKING,930
+278,41.0,10,nonhacking_exp2,GENUINE,933
+279,29.0,10,nonhacking_exp2,HACKING,936
+280,24.0,10,nonhacking_exp2,HACKING,938
+281,41.0,10,nonhacking_exp2,GENUINE,940
+282,70.0,10,nonhacking_exp2,GENUINE,947
+283,56.0,10,nonhacking_exp2,GENUINE,950
+284,63.0,10,nonhacking_exp2,HACKING,951
+285,54.0,10,nonhacking_exp2,HACKING,952
+286,63.0,10,nonhacking_exp2,GENUINE,957
+287,11.0,10,nonhacking_exp2,GENUINE,958
+288,43.0,10,nonhacking_exp2,GENUINE,959
+289,38.0,10,nonhacking_exp2,HACKING,964
+290,35.0,10,nonhacking_exp2,HACKING,965
+291,9.0,10,nonhacking_exp2,HACKING,971
+292,29.0,10,nonhacking_exp2,GENUINE,972
+293,52.0,10,nonhacking_exp2,GENUINE,977
+294,19.0,10,nonhacking_exp2,HACKING,979
+295,19.0,10,nonhacking_exp2,GENUINE,981
+296,55.0,10,nonhacking_exp2,HACKING,983
+297,64.0,10,nonhacking_exp2,GENUINE,984
+300,62.0,10,nonhacking_exp2,GENUINE,992
+302,13.0,10,nonhacking_exp2,HACKING,995
+303,43.0,10,nonhacking_exp2,HACKING,998
+304,0.0,10,nonhacking_exp2,HACKING,999
+305,55.0,10,nonhacking_exp2,GENUINE,1005
+306,39.0,10,nonhacking_exp2,GENUINE,1010
+307,24.0,10,nonhacking_exp2,GENUINE,1016
+308,10.0,10,nonhacking_exp2,HACKING,1021
+309,44.0,10,nonhacking_exp2,GENUINE,1022
+310,22.0,10,nonhacking_exp2,HACKING,1029
+311,60.0,10,nonhacking_exp2,GENUINE,1035
+312,17.0,10,nonhacking_exp2,HACKING,1040
+313,57.0,10,nonhacking_exp2,GENUINE,1045
+314,53.0,10,nonhacking_exp2,GENUINE,1047
+315,12.0,10,nonhacking_exp2,HACKING,1048
+316,14.0,10,nonhacking_exp2,HACKING,1057
+317,37.0,10,nonhacking_exp2,GENUINE,1067
+318,18.0,10,nonhacking_exp2,GENUINE,1068
+319,19.0,10,nonhacking_exp2,HACKING,1076
+320,44.0,10,nonhacking_exp2,HACKING,1081
+321,27.0,10,nonhacking_exp2,GENUINE,1086
+322,32.0,10,nonhacking_exp2,GENUINE,1087
+323,33.0,10,nonhacking_exp2,HACKING,1088
+324,49.0,10,nonhacking_exp2,GENUINE,1093
+325,42.0,10,nonhacking_exp2,HACKING,1094
+326,26.0,10,nonhacking_exp2,HACKING,1095
+327,48.0,10,nonhacking_exp2,GENUINE,1096
+328,36.0,10,nonhacking_exp2,HACKING,1099
+329,61.0,10,nonhacking_exp2,UNCLEAR,1100
+330,39.0,10,nonhacking_exp2,GENUINE,1101
+331,21.0,10,nonhacking_exp2,HACKING,1104
+332,7.0,10,nonhacking_exp2,HACKING,1106
+333,49.0,10,nonhacking_exp2,GENUINE,1107
+334,46.0,10,nonhacking_exp2,GENUINE,1109
+335,67.0,10,nonhacking_exp2,HACKING,1115
+336,24.0,10,nonhacking_exp2,GENUINE,1116
+337,15.0,10,nonhacking_exp2,HACKING,1117
+338,55.0,10,nonhacking_exp2,GENUINE,1119
+339,27.0,10,nonhacking_exp2,HACKING,1120
+340,19.0,10,nonhacking_exp2,HACKING,1127
+341,5.0,10,nonhacking_exp2,GENUINE,1129
+342,29.0,10,nonhacking_exp2,GENUINE,1131
+343,17.0,10,nonhacking_exp2,GENUINE,1133
+344,37.0,10,nonhacking_exp2,HACKING,1134
+345,51.0,10,nonhacking_exp2,HACKING,1144
+346,46.0,10,nonhacking_exp2,GENUINE,1148
+347,37.0,10,nonhacking_exp2,GENUINE,1149
+348,48.0,10,nonhacking_exp2,GENUINE,1151
+349,37.0,10,nonhacking_exp2,GENUINE,1153
+350,29.0,10,nonhacking_exp2,GENUINE,1157
+351,18.0,10,nonhacking_exp2,GENUINE,1161
+352,55.0,10,nonhacking_exp2,HACKING,1164
+353,29.0,10,nonhacking_exp2,HACKING,1168
+354,37.0,10,nonhacking_exp2,HACKING,1174
+355,33.0,10,nonhacking_exp2,HACKING,1177
+356,31.0,10,nonhacking_exp2,HACKING,1180
+357,50.0,10,nonhacking_exp2,HACKING,1182
+359,56.0,10,nonhacking_exp2,HACKING,1186
+360,32.0,10,nonhacking_exp2,HACKING,1190
+361,25.0,10,nonhacking_exp2,GENUINE,1191
+362,30.0,10,nonhacking_exp2,HACKING,1202
+363,56.0,10,nonhacking_exp2,GENUINE,1206
+364,25.0,10,nonhacking_exp2,GENUINE,1207
+366,17.0,10,nonhacking_exp2,GENUINE,1213
+367,67.0,10,nonhacking_exp2,HACKING,1219
+368,5.0,10,nonhacking_exp2,HACKING,1220
+369,15.0,10,nonhacking_exp2,GENUINE,1223
+371,16.0,10,nonhacking_exp2,GENUINE,1230
+372,21.0,10,nonhacking_exp2,HACKING,1232
+373,21.0,10,nonhacking_exp2,GENUINE,1233
+375,7.0,10,nonhacking_exp2,HACKING,1251
+376,27.0,10,nonhacking_exp2,HACKING,1256
+377,20.0,10,nonhacking_exp2,GENUINE,1257
+378,31.0,10,nonhacking_exp2,HACKING,1258
+379,16.0,10,nonhacking_exp2,HACKING,1262
+380,9.0,10,nonhacking_exp2,HACKING,1264
+381,31.0,10,nonhacking_exp2,GENUINE,1268
+382,35.0,10,nonhacking_exp2,HACKING,1269
+383,25.0,10,nonhacking_exp2,UNCLEAR,1271
+384,10.0,10,nonhacking_exp2,GENUINE,1274
+385,10.0,10,nonhacking_exp2,HACKING,1279
+386,47.0,10,nonhacking_exp2,GENUINE,1292
+387,15.0,10,nonhacking_exp2,HACKING,1300
+388,17.0,10,nonhacking_exp2,GENUINE,1314
+389,16.0,10,nonhacking_exp2,HACKING,1316
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20250922_071023/filtered_data/filtered_threshold_80.parquet

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20250922_071023/filtered_data/filtered_threshold_80_auc.csv

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20250922_071023/sft_results/filtered_threshold_60/global_step_252/added_tokens.json

@@ -0,0 +1,24 @@
+{
+  "</tool_call>": 151658,
+  "<tool_call>": 151657,
+  "<|box_end|>": 151649,
+  "<|box_start|>": 151648,
+  "<|endoftext|>": 151643,
+  "<|file_sep|>": 151664,
+  "<|fim_middle|>": 151660,
+  "<|fim_pad|>": 151662,
+  "<|fim_prefix|>": 151659,
+  "<|fim_suffix|>": 151661,
+  "<|im_end|>": 151645,
+  "<|im_start|>": 151644,
+  "<|image_pad|>": 151655,
+  "<|object_ref_end|>": 151647,
+  "<|object_ref_start|>": 151646,
+  "<|quad_end|>": 151651,
+  "<|quad_start|>": 151650,
+  "<|repo_name|>": 151663,
+  "<|video_pad|>": 151656,
+  "<|vision_end|>": 151653,
+  "<|vision_pad|>": 151654,
+  "<|vision_start|>": 151652
+}

20250922_071023/sft_results/filtered_threshold_60/global_step_252/chat_template.jinja

@@ -0,0 +1,54 @@
+{%- if tools %}
+    {{- '<|im_start|>system\n' }}
+    {%- if messages[0]['role'] == 'system' %}
+        {{- messages[0]['content'] }}
+    {%- else %}
+        {{- 'You are a helpful assistant.' }}
+    {%- endif %}
+    {{- "\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
+    {%- for tool in tools %}
+        {{- "\n" }}
+        {{- tool | tojson }}
+    {%- endfor %}
+    {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
+{%- else %}
+    {%- if messages[0]['role'] == 'system' %}
+        {{- '<|im_start|>system\n' + messages[0]['content'] + '<|im_end|>\n' }}
+    {%- else %}
+        {{- '<|im_start|>system\nYou are a helpful assistant.<|im_end|>\n' }}
+    {%- endif %}
+{%- endif %}
+{%- for message in messages %}
+    {%- if (message.role == "user") or (message.role == "system" and not loop.first) or (message.role == "assistant" and not message.tool_calls) %}
+        {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
+    {%- elif message.role == "assistant" %}
+        {{- '<|im_start|>' + message.role }}
+        {%- if message.content %}
+            {{- '\n' + message.content }}
+        {%- endif %}
+        {%- for tool_call in message.tool_calls %}
+            {%- if tool_call.function is defined %}
+                {%- set tool_call = tool_call.function %}
+            {%- endif %}
+            {{- '\n<tool_call>\n{"name": "' }}
+            {{- tool_call.name }}
+            {{- '", "arguments": ' }}
+            {{- tool_call.arguments | tojson }}
+            {{- '}\n</tool_call>' }}
+        {%- endfor %}
+        {{- '<|im_end|>\n' }}
+    {%- elif message.role == "tool" %}
+        {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
+            {{- '<|im_start|>user' }}
+        {%- endif %}
+        {{- '\n<tool_response>\n' }}
+        {{- message.content }}
+        {{- '\n</tool_response>' }}
+        {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
+            {{- '<|im_end|>\n' }}
+        {%- endif %}
+    {%- endif %}
+{%- endfor %}
+{%- if add_generation_prompt %}
+    {{- '<|im_start|>assistant\n' }}
+{%- endif %}

20250922_071023/sft_results/filtered_threshold_60/global_step_252/config.json

@@ -0,0 +1,67 @@
+{
+  "architectures": [
+    "Qwen2ForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 151643,
+  "dtype": "float32",
+  "eos_token_id": 151643,
+  "hidden_act": "silu",
+  "hidden_size": 2048,
+  "initializer_range": 0.02,
+  "intermediate_size": 11008,
+  "layer_types": [
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
+    "full_attention",
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