Hugging Face's logo

Datasets:
MInAlA
/
crosscoder-multilayer-split-activations

Tags:
mechanistic-interpretability
crosscoder
activations
sparse-autoencoder
License:
Dataset card Files
xet
 Community
1
ishangarg183 commited on
Commit
d920543
·
verified ·
1 Parent(s): 276d670

add samelayer_reduce qwen3-4b-kto

Browse files
Files changed (4) hide show
  1. v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-kto/L23-25/activations/activations.pt +3 -0
  2. v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-kto/L23-25/checkpoints/final.pt +3 -0
  3. v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-kto/L23-25/metrics/training_metrics.json +80 -0
  4. v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-kto/L23-25/run_meta.json +34 -0
v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-kto/L23-25/activations/activations.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:50412b4c7873273edb4b1365b877094bd474b150a92db38962331fd4b88b16ca
3
+ size 1252425669
v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-kto/L23-25/checkpoints/final.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:79e71633eb02aff4d557253684b9e5cad0b5f2571c768ca92e4ab2a230da2c7c
3
+ size 2517091162
v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-kto/L23-25/metrics/training_metrics.json ADDED
@@ -0,0 +1,80 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epochs": [
3
+ 1,
4
+ 2,
5
+ 3,
6
+ 4
7
+ ],
8
+ "train_loss": [
9
+ 5.128696043520592,
10
+ 2.698074368239145,
11
+ 1.9589535239768598,
12
+ 1.6976813955468457
13
+ ],
14
+ "val_loss": [
15
+ 3.2481538450530687,
16
+ 2.153272160684875,
17
+ 1.6496683384111415,
18
+ 1.5583075802987782
19
+ ],
20
+ "train_fve_base": [
21
+ 0.7659889680561237,
22
+ 0.8822093652621111,
23
+ 0.9012698801859595,
24
+ 0.9116996667987759
25
+ ],
26
+ "train_fve_aligned": [
27
+ 0.7795407430372667,
28
+ 0.891486782604536,
29
+ 0.9098470497047838,
30
+ 0.9197595569033826
31
+ ],
32
+ "val_fve_base": [
33
+ 0.8671354732588323,
34
+ 0.8875821838204149,
35
+ 0.8955767476121793,
36
+ 0.8975027883864198
37
+ ],
38
+ "val_fve_aligned": [
39
+ 0.8772461467388413,
40
+ 0.8973232726152031,
41
+ 0.9048313489135024,
42
+ 0.9066294896665044
43
+ ],
44
+ "dead_neurons": [
45
+ 0.9232909989788458,
46
+ 0.9566701101546947,
47
+ 0.9575561995194519,
48
+ 0.9573373428855245
49
+ ],
50
+ "l0_base": [
51
+ 229.3560091943958,
52
+ 216.9810639229422,
53
+ 215.1935566258027,
54
+ 214.44505253940454
55
+ ],
56
+ "l0_aligned": [
57
+ 227.8894483362522,
58
+ 216.73254159369526,
59
+ 214.9229969352014,
60
+ 214.1355078809107
61
+ ],
62
+ "self_recon": [
63
+ 3.336422686401474,
64
+ 1.6159900503762619,
65
+ 1.0519533833076713,
66
+ 0.8389521715450342
67
+ ],
68
+ "cross_recon": [
69
+ 3.784384382585302,
70
+ 2.3081956570495032,
71
+ 1.8486120180643864,
72
+ 1.7151102538840923
73
+ ],
74
+ "sparsity": [
75
+ 0.2785196033438534,
76
+ 0.15880604364495493,
77
+ 0.16755532944369442,
78
+ 0.17268510582115798
79
+ ]
80
+ }
v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-kto/L23-25/run_meta.json ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "base_model": "Qwen/Qwen3-4B-Instruct-2507",
3
+ "aligned_run_id": "qwen3-4b-kto",
4
+ "position": "last_prompt",
5
+ "multi_type": "reduce",
6
+ "source_activations": "/home/igarg/research/interp-alignment/interp_utils/crosscoder/results-multi-v1/v1/assembled_activations/qwen3-4b-kto/activations/activations.pt",
7
+ "base_activations_path": "/home/igarg/research/interp-alignment/interp_utils/crosscoder/results-multi-v1/v1/assembled_activations/qwen3-4b-kto/activations/activations.pt",
8
+ "source_layers": [
9
+ 23,
10
+ 24,
11
+ 25
12
+ ],
13
+ "base_source_layers": [
14
+ 23,
15
+ 24,
16
+ 25
17
+ ],
18
+ "layers": [
19
+ 23,
20
+ 24,
21
+ 25
22
+ ],
23
+ "base_layers": [
24
+ 23,
25
+ 24,
26
+ 25
27
+ ],
28
+ "aligned_layers": [
29
+ 23,
30
+ 24,
31
+ 25
32
+ ],
33
+ "layer_reduction": "mean"
34
+ }