trainer_config.json

{
    "trainer": {
        "dict_class": "CrossCoder",
        "trainer_class": "CrossCoderTrainer",
        "activation_dim": 4096,
        "dict_size": 131072,
        "lr": 0.0001,
        "l1_penalty": 0.02,
        "warmup_steps": 1000,
        "resample_steps": null,
        "device": "cuda",
        "layer": 16,
        "lm_name": "meta-llama/Meta-Llama-3.1-8B-Instruct-meta-llama/Meta-Llama-3.1-8B",
        "wandb_name": "Meta-Llama-3.1-8B-L16-mu2.0e-02-lr1e-04-local-shuffling-CCLoss",
        "submodule_name": null,
        "use_mse_loss": false,
        "code_normalization": "CROSSCODER",
        "code_normalization_alpha_sae": 1.0,
        "code_normalization_alpha_cc": 0.1
    }
}