bitlabsdb commited on
Commit
164da3e
·
verified ·
1 Parent(s): 79706c4

Upload trained model (Safetensors) Acc: 74.05%

Browse files
README.md CHANGED
@@ -19,6 +19,6 @@ Biased Activation Detection (BAD) classifier for TinyLlama-1.1B.
19
  - **Config**: `config.json`
20
 
21
  ## Stats
22
- - **Balanced Accuracy**: 73.43%
23
- - **Best Layer**: 16
24
  - **Training Date**: 2025-12-12
 
19
  - **Config**: `config.json`
20
 
21
  ## Stats
22
+ - **Balanced Accuracy**: 74.05%
23
+ - **Best Layer**: 17
24
  - **Training Date**: 2025-12-12
config.json CHANGED
@@ -1,11 +1,11 @@
1
  {
2
  "input_dim": 2048,
3
- "layer_idx": 16,
4
  "base_model": "TinyLlama/TinyLlama-1.1B-Chat-v1.0",
5
- "best_val_bal_acc": 0.7342774843975036,
6
  "training_method": "GroupSplit + Standardized + Balanced",
7
- "training_date": "2025-12-12T07:55:37.814496",
8
- "dropout_rate": 0.15,
9
  "hidden_dim": 256,
10
  "architecture": "hidden_layer"
11
  }
 
1
  {
2
  "input_dim": 2048,
3
+ "layer_idx": 17,
4
  "base_model": "TinyLlama/TinyLlama-1.1B-Chat-v1.0",
5
+ "best_val_bal_acc": 0.7405184829572732,
6
  "training_method": "GroupSplit + Standardized + Balanced",
7
+ "training_date": "2025-12-12T08:27:59.470256",
8
+ "dropout_rate": 0.2,
9
  "hidden_dim": 256,
10
  "architecture": "hidden_layer"
11
  }
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:282060e268f37a1ffcec4c09f1a2d21bc4d2e22989749457ee4c8c9185c02266
3
  size 2099508
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:244fb9658283e6f71cf9d42ad3c9990f8566c4fe31aaa8fc9ce1e27a1fa55985
3
  size 2099508
scaler.pkl CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d915680a50043bbae8c87dedf184795993c8597065897be9d6c88016ad845826
3
  size 49615
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ea72ab8211fa4baa10a3644c6cd78878259ba3be3417db7a0ef9f37b4e72f4c5
3
  size 49615
training_dashboard.png CHANGED

Git LFS Details

  • SHA256: ebeba70051ea4c91c495689a61a39f54c3766c276aadd492770b3fc01e4cb133
  • Pointer size: 131 Bytes
  • Size of remote file: 145 kB

Git LFS Details

  • SHA256: 13014d69386afe1bed77bffea73d5fccfaf3b10dcfae7f993225ec6910d6bd9d
  • Pointer size: 131 Bytes
  • Size of remote file: 148 kB
training_history.json CHANGED
@@ -1,98 +1,89 @@
1
  {
2
  "val_auc": [
3
- 0.7729015423072588,
4
- 0.7808547303238226,
5
- 0.7854849478749053,
6
- 0.7854357417301987,
7
- 0.7836372398556404,
8
- 0.7921276621734273,
9
- 0.791403167953824,
10
- 0.7944536032150166,
11
- 0.7865432833151529,
12
- 0.7900433728542029,
13
- 0.7916399797275293,
14
- 0.7924088401431795,
15
- 0.7896798005203636,
16
- 0.7921677646051789,
17
- 0.791907790220031,
18
- 0.7924908887966482,
19
- 0.7907929887120873,
20
- 0.7932282895460105,
21
- 0.789517431766519,
22
- 0.7914471884392527,
23
- 0.7914161897204561,
24
- 0.7917314778045715,
25
- 0.7936066121995745,
26
- 0.7933738337164191,
27
- 0.7919813113449088,
28
- 0.7924480206799482,
29
- 0.7927112216975358,
30
- 0.7933239361504754,
31
- 0.7926602869997366,
32
- 0.7928881102973595
33
  ],
34
  "val_bal_acc": [
35
- 0.7186749879980797,
36
- 0.713634181469035,
37
- 0.7220355256841094,
38
- 0.7268362938070091,
39
- 0.7270763322131542,
40
- 0.7297167546807489,
41
- 0.7311569851176188,
42
- 0.7263562169947191,
43
- 0.728996639462314,
44
- 0.7342774843975036,
45
- 0.7177148343734998,
46
- 0.7304368698991839,
47
- 0.7311569851176188,
48
- 0.7237157945271243,
49
- 0.7309169467114738,
50
- 0.7292366778684589,
51
- 0.7330772923667787,
52
- 0.727556409025444,
53
- 0.7342774843975035,
54
- 0.7306769083053288,
55
  0.7337974075852136,
56
- 0.7297167546807489,
57
- 0.728996639462314,
 
58
  0.7306769083053288,
59
- 0.7301968314930389,
60
- 0.7323571771483437,
61
- 0.7297167546807489,
62
- 0.7323571771483437,
 
 
 
 
 
63
  0.7318771003360538,
64
- 0.728996639462314
 
 
 
 
 
 
65
  ],
66
  "train_loss": [
67
- 0.6371352251303398,
68
- 0.5681523230116247,
69
- 0.5337216583348937,
70
- 0.5195539654311487,
71
- 0.5043097779912463,
72
- 0.4982974577758272,
73
- 0.49138177289801127,
74
- 0.4819266125307245,
75
- 0.47631860537044074,
76
- 0.4675839504953158,
77
- 0.463574616989847,
78
- 0.4532335820844618,
79
- 0.45250417115324637,
80
- 0.44857658450886356,
81
- 0.42984545776399513,
82
- 0.4310631893448911,
83
- 0.426310945668463,
84
- 0.4244884179810346,
85
- 0.4158853198512126,
86
- 0.40982948137541947,
87
- 0.41173428751654545,
88
- 0.4078392464730699,
89
- 0.4054171079801301,
90
- 0.405214660501076,
91
- 0.4053178027019662,
92
- 0.4050259364863574,
93
- 0.40169095134331007,
94
- 0.4026604639271558,
95
- 0.4012165955567764,
96
- 0.40032830319162144
97
  ]
98
  }
 
1
  {
2
  "val_auc": [
3
+ 0.7731905563843648,
4
+ 0.7867746789558341,
5
+ 0.7824514524340217,
6
+ 0.7772754730531248,
7
+ 0.7892318747955986,
8
+ 0.7891351910592781,
9
+ 0.7878032832828865,
10
+ 0.7867047301740144,
11
+ 0.7949796595395734,
12
+ 0.7884222205269598,
13
+ 0.7907899925533932,
14
+ 0.7924623100521817,
15
+ 0.7913869195547524,
16
+ 0.7915379950950577,
17
+ 0.7894564714607818,
18
+ 0.795908007787247,
19
+ 0.7928027197745783,
20
+ 0.794380658274503,
21
+ 0.7954176748932734,
22
+ 0.7946546915581385,
23
+ 0.792940543074506,
24
+ 0.7918905046891036,
25
+ 0.7932685072146348,
26
+ 0.7924832831630402,
27
+ 0.7940186992568835,
28
+ 0.7937227709674066,
29
+ 0.7947592114018127
 
 
 
30
  ],
31
  "val_bal_acc": [
32
+ 0.6903504560729716,
33
+ 0.7191550648103697,
34
+ 0.7347575612097936,
35
+ 0.7299567930868939,
36
+ 0.7249159865578492,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
37
  0.7337974075852136,
38
+ 0.7405184829572732,
39
+ 0.728276524243879,
40
+ 0.7325972155544888,
41
  0.7306769083053288,
42
+ 0.727796447431589,
43
+ 0.7364378300528085,
44
+ 0.7369179068650984,
45
+ 0.7253960633701393,
46
+ 0.7165146423427748,
47
+ 0.7359577532405185,
48
+ 0.7251560249639942,
49
+ 0.7294767162746039,
50
+ 0.728996639462314,
51
  0.7318771003360538,
52
+ 0.7299567930868939,
53
+ 0.7297167546807489,
54
+ 0.7301968314930389,
55
+ 0.7306769083053288,
56
+ 0.7299567930868939,
57
+ 0.7330772923667787,
58
+ 0.7335573691790687
59
  ],
60
  "train_loss": [
61
+ 0.683332782346243,
62
+ 0.6001801688116556,
63
+ 0.5424868848510024,
64
+ 0.5193112819425522,
65
+ 0.5037632436066208,
66
+ 0.49207305822186237,
67
+ 0.48855306468714277,
68
+ 0.4841442550888288,
69
+ 0.4778304507857875,
70
+ 0.4717197173823727,
71
+ 0.47038318290168035,
72
+ 0.44900491140491894,
73
+ 0.44328845205047945,
74
+ 0.4423619943887552,
75
+ 0.43545522668568104,
76
+ 0.42549550467517055,
77
+ 0.42146177207877156,
78
+ 0.4180474439430318,
79
+ 0.41749483043350066,
80
+ 0.4123833855465434,
81
+ 0.40707039375155407,
82
+ 0.4082417171353598,
83
+ 0.40420481474067643,
84
+ 0.39959479542053816,
85
+ 0.399093915453791,
86
+ 0.3961842526351252,
87
+ 0.3973029948302967
 
 
 
88
  ]
89
  }