Upload gemma-2-2b-L13-k100-lr1e-04-local-shuffling-CCLoss dictionary model
Browse files- trainer_config.json +26 -0
trainer_config.json
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"trainer": {
|
| 3 |
+
"trainer_class": "BatchTopKCrossCoderTrainer",
|
| 4 |
+
"dict_class": "BatchTopKCrossCoder",
|
| 5 |
+
"lr": 0.0001,
|
| 6 |
+
"steps": 97656,
|
| 7 |
+
"auxk_alpha": 0.03125,
|
| 8 |
+
"warmup_steps": 1000,
|
| 9 |
+
"decay_start": null,
|
| 10 |
+
"threshold_beta": 0.999,
|
| 11 |
+
"threshold_start_step": 1000,
|
| 12 |
+
"top_k_aux": 1152,
|
| 13 |
+
"seed": null,
|
| 14 |
+
"activation_dim": 2304,
|
| 15 |
+
"dict_size": 73728,
|
| 16 |
+
"k": 100,
|
| 17 |
+
"sparsity_loss_type": "LossType.CROSSCODER",
|
| 18 |
+
"sparsity_loss_alpha_sae": 1.0,
|
| 19 |
+
"sparsity_loss_alpha_cc": 0.1,
|
| 20 |
+
"device": "cuda",
|
| 21 |
+
"layer": 13,
|
| 22 |
+
"lm_name": "google/gemma-2-2b-it-google/gemma-2-2b",
|
| 23 |
+
"wandb_name": "gemma-2-2b-L13-k100-lr1e-04-local-shuffling-CCLoss",
|
| 24 |
+
"submodule_name": null
|
| 25 |
+
}
|
| 26 |
+
}
|