Rename folders
Browse files
Llama3_1-8B-Base-L5R-8x/hyperparams.json
ADDED
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"device": "cuda:0",
|
3 |
+
"seed": 42,
|
4 |
+
"dtype": "torch.bfloat16",
|
5 |
+
"hook_point_in": "blocks.5.hook_resid_post",
|
6 |
+
"hook_point_out": "blocks.5.hook_resid_post",
|
7 |
+
"use_decoder_bias": true,
|
8 |
+
"apply_decoder_bias_to_pre_encoder": false,
|
9 |
+
"expansion_factor": 8,
|
10 |
+
"d_model": 4096,
|
11 |
+
"d_sae": 32768,
|
12 |
+
"bias_init_method": "all_zero",
|
13 |
+
"act_fn": "jumprelu",
|
14 |
+
"jump_relu_threshold": 0.1298828125,
|
15 |
+
"norm_activation": "dataset-wise",
|
16 |
+
"dataset_average_activation_norm": {
|
17 |
+
"in": 4.6875,
|
18 |
+
"out": 4.6875
|
19 |
+
},
|
20 |
+
"decoder_exactly_fixed_norm": false,
|
21 |
+
"sparsity_include_decoder_norm": true,
|
22 |
+
"use_glu_encoder": false,
|
23 |
+
"init_decoder_norm": 0.5,
|
24 |
+
"init_encoder_norm": null,
|
25 |
+
"init_encoder_with_decoder_transpose": true,
|
26 |
+
"lp": 1,
|
27 |
+
"l1_coefficient": 8e-05,
|
28 |
+
"l1_coefficient_warmup_steps": 39062,
|
29 |
+
"top_k": 50,
|
30 |
+
"k_warmup_steps": 39062,
|
31 |
+
"use_batch_norm_mse": true,
|
32 |
+
"use_ghost_grads": false,
|
33 |
+
"tp_size": 1,
|
34 |
+
"ddp_size": 1
|
35 |
+
}
|