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
af8d5b3
·
verified ·
1 Parent(s): ee51ec3

add samelayer_reduce qwen3-4b-ppo

Browse files
Files changed (4) hide show
  1. v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-ppo/L20-22/activations/activations.pt +3 -0
  2. v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-ppo/L20-22/checkpoints/final.pt +3 -0
  3. v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-ppo/L20-22/metrics/training_metrics.json +80 -0
  4. v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-ppo/L20-22/run_meta.json +34 -0
v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-ppo/L20-22/activations/activations.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6ffa60ecc373390ea4057432e5f65dedda9b161e4f4ba7d9f40039af71a38fc7
3
+ size 1252425669
v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-ppo/L20-22/checkpoints/final.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3919a45f75534a48a7dcbf9e019cf4a219bbbd979a10305e6b12f45bdf1bc8a0
3
+ size 2517091162
v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-ppo/L20-22/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
+ 3.136068232770698,
10
+ 1.5158578307567392,
11
+ 0.814828442556428,
12
+ 0.6112140031565161
13
+ ],
14
+ "val_loss": [
15
+ 2.468959703183299,
16
+ 1.4073136433256859,
17
+ 0.7347762211767167,
18
+ 0.6545009833043782
19
+ ],
20
+ "train_fve_base": [
21
+ 0.7624281235278453,
22
+ 0.8785512962678129,
23
+ 0.895928901569647,
24
+ 0.9048944492473703
25
+ ],
26
+ "train_fve_aligned": [
27
+ 0.7587978607092555,
28
+ 0.8767403288675343,
29
+ 0.8946501876412952,
30
+ 0.9037233011735091
31
+ ],
32
+ "val_fve_base": [
33
+ 0.864462177166764,
34
+ 0.8849002241464186,
35
+ 0.8930270331692322,
36
+ 0.8946845200673448
37
+ ],
38
+ "val_fve_aligned": [
39
+ 0.8621421634214711,
40
+ 0.883700428832888,
41
+ 0.8918584332416195,
42
+ 0.893530086385018
43
+ ],
44
+ "dead_neurons": [
45
+ 0.930931616650641,
46
+ 0.9643700179201917,
47
+ 0.9637729063134268,
48
+ 0.963201164398984
49
+ ],
50
+ "l0_base": [
51
+ 229.05992775831874,
52
+ 216.43217308814945,
53
+ 213.35496935201402,
54
+ 212.23425642148277
55
+ ],
56
+ "l0_aligned": [
57
+ 228.941860040864,
58
+ 216.36730151780503,
59
+ 213.20942790426153,
60
+ 212.077057793345
61
+ ],
62
+ "self_recon": [
63
+ 2.163471583935926,
64
+ 1.0430334997643382,
65
+ 0.5359563333679902,
66
+ 0.3895886031877069
67
+ ],
68
+ "cross_recon": [
69
+ 2.145910840509791,
70
+ 1.0457443478019768,
71
+ 0.5518866882502371,
72
+ 0.40367618451950776
73
+ ],
74
+ "sparsity": [
75
+ 0.11423225729778992,
76
+ 0.05452661513760294,
77
+ 0.05811742652518598,
78
+ 0.06015492027317719
79
+ ]
80
+ }
v3-samelayer-seed-99/samelayer_reduce/qwen3-4b-ppo/L20-22/run_meta.json ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "base_model": "Qwen/Qwen3-4B-Instruct-2507",
3
+ "aligned_run_id": "qwen3-4b-ppo",
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-ppo/activations/activations.pt",
7
+ "base_activations_path": "/home/igarg/research/interp-alignment/interp_utils/crosscoder/results-multi-v1/v1/assembled_activations/qwen3-4b-ppo/activations/activations.pt",
8
+ "source_layers": [
9
+ 20,
10
+ 21,
11
+ 22
12
+ ],
13
+ "base_source_layers": [
14
+ 20,
15
+ 21,
16
+ 22
17
+ ],
18
+ "layers": [
19
+ 20,
20
+ 21,
21
+ 22
22
+ ],
23
+ "base_layers": [
24
+ 20,
25
+ 21,
26
+ 22
27
+ ],
28
+ "aligned_layers": [
29
+ 20,
30
+ 21,
31
+ 22
32
+ ],
33
+ "layer_reduction": "mean"
34
+ }