Hugging Face's logo

mntss
/
gemma-scope-transcoders

Model card Files
xet
Community
1
mwhanna commited on
Commit
bb7b9fe
·
verified ·
1 Parent(s): 9250a2d

add nnsight config file

Browse files
Files changed (1) hide show
  1. config-nnsight.yaml +44 -0
config-nnsight.yaml ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Transcoder Configuration Gemma Scope Transcoders (lowest L0)
2
+ model_name: "google/gemma-2-2b"
3
+ model_kind: "transcoder_set"
4
+ feature_input_location_pattern: "model.layers[{layer}].pre_feedforward_layernorm.source.self__norm_0"
5
+ feature_output_location_pattern: "model.layers[{layer}].post_feedforward_layernorm"
6
+ attention_location_pattern: "model.layers[{layer}].self_attn.source.attention_interface_0.source.nn_functional_dropout_0"
7
+ layernorm_scale_location_patterns:
8
+ - "model.layers[{layer}].input_layernorm.source.self__norm_0.source.torch_rsqrt_0"
9
+ - "model.layers[{layer}].post_attention_layernorm.source.self__norm_0.source.torch_rsqrt_0"
10
+ - "model.layers[{layer}].pre_feedforward_layernorm.source.self__norm_0.source.torch_rsqrt_0"
11
+ - "model.layers[{layer}].post_feedforward_layernorm.source.self__norm_0.source.torch_rsqrt_0"
12
+ - "model.norm.source.self__norm_0.source.torch_rsqrt_0"
13
+ pre_logit_location: "model.norm"
14
+ embed_location: "model.embed_tokens"
15
+ embed_weight: "model.embed_tokens.weight"
16
+ unembed_weight: "lm_head.weight"
17
+
18
+ transcoders:
19
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_0/width_16k/average_l0_76/params.npz"
20
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_1/width_16k/average_l0_65/params.npz"
21
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_2/width_16k/average_l0_49/params.npz"
22
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_3/width_16k/average_l0_54/params.npz"
23
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_4/width_16k/average_l0_88/params.npz"
24
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_5/width_16k/average_l0_87/params.npz"
25
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_6/width_16k/average_l0_95/params.npz"
26
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_7/width_16k/average_l0_70/params.npz"
27
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_8/width_16k/average_l0_52/params.npz"
28
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_9/width_16k/average_l0_72/params.npz"
29
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_10/width_16k/average_l0_88/params.npz"
30
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_11/width_16k/average_l0_5/params.npz"
31
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_12/width_16k/average_l0_6/params.npz"
32
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_13/width_16k/average_l0_8/params.npz"
33
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_14/width_16k/average_l0_8/params.npz"
34
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_15/width_16k/average_l0_8/params.npz"
35
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_16/width_16k/average_l0_10/params.npz"
36
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_17/width_16k/average_l0_12/params.npz"
37
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_18/width_16k/average_l0_13/params.npz"
38
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_19/width_16k/average_l0_12/params.npz"
39
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_20/width_16k/average_l0_11/params.npz"
40
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_21/width_16k/average_l0_13/params.npz"
41
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_22/width_16k/average_l0_15/params.npz"
42
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_23/width_16k/average_l0_25/params.npz"
43
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_24/width_16k/average_l0_37/params.npz"
44
+ - "hf://google/gemma-scope-2b-pt-transcoders/layer_25/width_16k/average_l0_41/params.npz"