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GPT2_L0_sparsity_coefficient_0.0003_transformer.h.0.attn_config.json

@@ -0,0 +1,47 @@
+{
+    "seed": 42,
+    "model_name_or_path": "gpt2",
+    "revision": "",
+    "hook_point": "transformer.h.0.attn",
+    "dataset_name_or_path": "jbrinkma/pile-100k",
+    "activation_size": -1,
+    "add_bos_token": false,
+    "evaluation_batches": 10,
+    "expansion_factor": 4,
+    "b_dec_init_method": "",
+    "use_pre_encoder_bias": true,
+    "tied": false,
+    "n_steps": -1,
+    "device": "cuda",
+    "batch_size": 32,
+    "ctx_length": 256,
+    "lr": 0.001,
+    "min_lr": 0.0,
+    "lr_warmup_steps": 5000,
+    "sparsity_coefficient": 0.0003,
+    "evaluation_interval": 200,
+    "beta1": 0.9,
+    "beta2": 0.999,
+    "l1_sqrt": false,
+    "cos_sim_reg": false,
+    "cos_sim_alpha": 0.0,
+    "decoder_normalization": true,
+    "decoder_norm_smaller_than_one": false,
+    "l1_with_norm": false,
+    "sqrt_mse": false,
+    "dynamic_weighting": false,
+    "l1_warmup_steps": 2000,
+    "target_l0": 40,
+    "n_tokens_in_feature_cache": 500000.0,
+    "use_ghost_grads": false,
+    "use_neuron_resampling": false,
+    "resampling_steps": -1,
+    "output_dir": "outputs",
+    "cache_dir": "cache",
+    "checkpoint_interval": 200,
+    "use_wandb": true,
+    "wandb_entity": "jannikbrinkmann",
+    "wandb_project": "best-sae",
+    "wandb_name": "GPT2_L0_sparsity_coefficient_0.0003_20240323115650953440",
+    "wandb_group": "L0_L1_Sweeps"
+}