Upload gemma-2-2b-L13-k100-lr1e-04-local-shuffling-SAELoss dictionary model
Browse files- trainer_config.json +35 -0
trainer_config.json
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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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}
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