Rename folders
Browse files
Llama3_1-8B-Base-L7M-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.7.hook_mlp_out",
|
| 6 |
+
"hook_point_out": "blocks.7.hook_mlp_out",
|
| 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": 0.119140625,
|
| 15 |
+
"norm_activation": "dataset-wise",
|
| 16 |
+
"dataset_average_activation_norm": {
|
| 17 |
+
"in": 3.25,
|
| 18 |
+
"out": 3.25
|
| 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 |
+
}
|