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Llama3_1Base-L13M-8x/checkpoints/final.safetensors

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Llama3_1Base-L13M-8x/hyperparams.json

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+{
+    "hook_point_in": "blocks.13.hook_mlp_out",
+    "hook_point_out": "blocks.13.hook_mlp_out",
+    "use_decoder_bias": true,
+    "apply_decoder_bias_to_pre_encoder": false,
+    "expansion_factor": 8,
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+    "d_sae": 32768,
+    "norm_activation": "token-wise",
+    "dataset_average_activation_norm": null,
+    "decoder_exactly_fixed_norm": false,
+    "sparsity_include_decoder_norm": true,
+    "use_glu_encoder": false,
+    "init_decoder_norm": null,
+    "init_encoder_norm": null,
+    "init_encoder_with_decoder_transpose": true,
+    "l1_coefficient": 1.6e-05,
+    "l1_coefficient_warmup_steps": 14648,
+    "lp": 1,
+    "use_ghost_grads": false,
+    "tp_size": 1,
+    "ddp_size": 1
+}

Llama3_1Base-L13M-8x/lm_config.json

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+{
+    "model_name": "meta-llama/Meta-Llama-3.1-8B",
+    "use_flash_attn": false,
+    "cache_dir": null,
+    "d_model": 4096,
+    "local_files_only": false
+}