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{ |
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"device": "cuda:0", |
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"seed": 42, |
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"dtype": "torch.bfloat16", |
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"hook_point_in": "blocks.22.ln2.hook_normalized", |
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"hook_point_out": "blocks.22.hook_mlp_out", |
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"use_decoder_bias": true, |
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"apply_decoder_bias_to_pre_encoder": false, |
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"expansion_factor": 8, |
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"d_model": 4096, |
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"d_sae": 32768, |
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"bias_init_method": "all_zero", |
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"act_fn": "jumprelu", |
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"jump_relu_threshold": 0.181640625, |
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"norm_activation": "dataset-wise", |
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"dataset_average_activation_norm": { |
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"in": 64.0, |
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"out": 7.1875 |
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}, |
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"decoder_exactly_fixed_norm": false, |
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"sparsity_include_decoder_norm": true, |
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"use_glu_encoder": false, |
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"init_decoder_norm": 0.5, |
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"init_encoder_norm": 0.5, |
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"init_encoder_with_decoder_transpose": false, |
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"lp": 1, |
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"l1_coefficient": 8e-05, |
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"l1_coefficient_warmup_steps": 39062, |
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"top_k": 50, |
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"k_warmup_steps": 39062, |
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"use_batch_norm_mse": true, |
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"use_ghost_grads": false, |
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"tp_size": 1, |
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"ddp_size": 1 |
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} |