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Upload gemma-2-2b-L13-k100-lr1e-04-local-shuffling-SAELoss dictionary model

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  1. trainer_config.json +35 -0
trainer_config.json ADDED
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+ {
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+ "trainer": {
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+ "trainer_class": "BatchTopKCrossCoderTrainer",
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+ "dict_class": "BatchTopKCrossCoder",
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+ "lr": 0.0001,
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+ "steps": 97656,
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+ "auxk_alpha": 0.03125,
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+ "warmup_steps": 1000,
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+ "decay_start": null,
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+ "threshold_beta": 0.999,
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+ "threshold_start_step": 1000,
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+ "top_k_aux": 1152,
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+ "seed": null,
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+ "activation_dim": 2304,
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+ "dict_size": 73728,
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+ "k": 100,
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+ "sparsity_loss_type": "SAE",
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+ "sparsity_loss_alpha_sae": 1.0,
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+ "sparsity_loss_alpha_cc": 0.1,
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+ "device": "cuda",
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+ "layer": 13,
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+ "lm_name": "google/gemma-2-2b-it-google/gemma-2-2b",
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+ "wandb_name": "gemma-2-2b-L13-k100-lr1e-04-local-shuffling-SAELoss",
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+ "submodule_name": null,
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+ "dict_class_kwargs": {
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+ "same_init_for_all_layers": "True",
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+ "norm_init_scale": "1.0",
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+ "init_with_transpose": "True",
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+ "encoder_layers": "None",
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+ "sparsity_loss_type": "SAE",
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+ "sparsity_loss_alpha_sae": "1.0",
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+ "sparsity_loss_alpha_cc": "0.1"
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+ }
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+ }
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+ }