File size: 1,005 Bytes
be26195
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
{
    "device": "cuda:0",
    "seed": 42,
    "dtype": "torch.bfloat16",
    "hook_point_in": "blocks.19.hook_resid_post",
    "hook_point_out": "blocks.19.hook_resid_post",
    "use_decoder_bias": true,
    "apply_decoder_bias_to_pre_encoder": false,
    "expansion_factor": 32,
    "d_model": 4096,
    "d_sae": 131072,
    "bias_init_method": "all_zero",
    "act_fn": "jumprelu",
    "jump_relu_threshold": 0.484375,
    "norm_activation": "dataset-wise",
    "dataset_average_activation_norm": {
        "in": 17.125,
        "out": 17.125
    },
    "decoder_exactly_fixed_norm": false,
    "sparsity_include_decoder_norm": true,
    "use_glu_encoder": false,
    "init_decoder_norm": 0.5,
    "init_encoder_norm": null,
    "init_encoder_with_decoder_transpose": true,
    "lp": 1,
    "l1_coefficient": 8e-05,
    "l1_coefficient_warmup_steps": 78125,
    "top_k": 50,
    "k_warmup_steps": 78125,
    "use_batch_norm_mse": true,
    "use_ghost_grads": false,
    "tp_size": 1,
    "ddp_size": 1
}