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Browse files- ._fast_run_16384w_80k_1024bz_s1_l40s_google_gemma-2-2b_nested_dropout/resid_post_layer_12/trainer_0/ae.pt +3 -0
- ._fast_run_16384w_80k_1024bz_s1_l40s_google_gemma-2-2b_nested_dropout/resid_post_layer_12/trainer_0/config.json +33 -0
- ._fast_run_16384w_80k_1024bz_s1_l40s_google_gemma-2-2b_nested_dropout/resid_post_layer_12/trainer_0/eval_results.json +1 -0
._fast_run_16384w_80k_1024bz_s1_l40s_google_gemma-2-2b_nested_dropout/resid_post_layer_12/trainer_0/ae.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:fab06f986568854773bd8a3a19d06dc7999851259ebc99a2936b4b8389496f6a
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size 302066646
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._fast_run_16384w_80k_1024bz_s1_l40s_google_gemma-2-2b_nested_dropout/resid_post_layer_12/trainer_0/config.json
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{
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"trainer": {
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"trainer_class": "NestedDropoutBatchTopKTrainer",
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"dict_class": "NestedDropoutBatchTopKSAE",
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"lr": 0.0003,
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"steps": 48828,
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"auxk_alpha": 0.03125,
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"warmup_steps": 1000,
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"decay_start": 39062,
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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": 1,
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"activation_dim": 2304,
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"dict_size": 16384,
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"p_L_over_p_1": 0.01,
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"k": 80,
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"device": "cuda",
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"layer": 12,
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"lm_name": "google/gemma-2-2b",
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"wandb_name": "ND-16384-80-1_trainer_0",
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"submodule_name": "resid_post_layer_12"
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},
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"buffer": {
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"d_submodule": 2304,
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"io": "out",
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"n_ctxs": 1056,
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"ctx_len": 1024,
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"refresh_batch_size": 4,
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"out_batch_size": 1024,
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"device": "cuda:0"
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}
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}
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._fast_run_16384w_80k_1024bz_s1_l40s_google_gemma-2-2b_nested_dropout/resid_post_layer_12/trainer_0/eval_results.json
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{"l2_loss": 80.06, "l1_loss": 691.94, "l0": 79.6308984375, "frac_variance_explained": 0.6859375, "cossim": 0.825703125, "l2_ratio": 0.83517578125, "relative_reconstruction_bias": 1.0115234375, "loss_original": 2.152841796875, "loss_reconstructed": 3.04095703125, "loss_zero": 12.4375, "frac_recovered": 0.9131640625, "frac_alive": 0.99969482421875, "hyperparameters": {"n_inputs": 200, "context_length": 1024}}
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