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gpt2_vs_pythia

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gpt2_vs_pythia
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{
    "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": 0.0001,
    "min_lr": 0.0,
    "lr_warmup_steps": 5000,
    "sparsity_coefficient": 0.003,
    "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_lr_0.0001_20240323115650954098",
    "wandb_group": "L0_L1_Sweeps"
}