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Llama3_1Base-L27A-32x/checkpoints/final.safetensors

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Llama3_1Base-L27A-32x/hyperparams.json

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+{
+    "device": "cuda:0",
+    "seed": 42,
+    "dtype": "torch.bfloat16",
+    "hook_point_in": "blocks.27.hook_attn_out",
+    "hook_point_out": "blocks.27.hook_attn_out",
+    "use_decoder_bias": true,
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+    "expansion_factor": 32,
+    "d_model": 4096,
+    "d_sae": 131072,
+    "bias_init_method": "all_zero",
+    "act_fn": "jumprelu",
+    "jump_relu_threshold": 0.1767578125,
+    "norm_activation": "dataset-wise",
+    "dataset_average_activation_norm": {
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+        "out": 4.59375
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+    "sparsity_include_decoder_norm": true,
+    "use_glu_encoder": false,
+    "init_decoder_norm": 0.5,
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+    "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
+}

Llama3_1Base-L27A-32x/lm_config.json

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+{
+    "device": "cuda",
+    "seed": 42,
+    "dtype": "torch.bfloat16",
+    "model_name": "meta-llama/Meta-Llama-3.1-8B",
+    "use_flash_attn": false,
+    "cache_dir": null,
+    "d_model": 4096,
+    "local_files_only": false
+}