Create config.json
Browse files- config.json +32 -0
config.json
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{
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"trainer": {
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"trainer_class": "BatchTopKTrainer",
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"dict_class": "BatchTopKSAE",
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"lr": 0.000282842712474619,
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"steps": 12207,
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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": 512,
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"seed": 42,
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"activation_dim": 1024,
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"dict_size": 8192,
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"k": 32,
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"device": "cuda",
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"layer": 3,
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"lm_name": "EleutherAI/pythia-410m-deduped",
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"wandb_name": "BatchTopKTrainer-EleutherAI/pythia-410m-deduped-resid_post_layer_3_trainer_0",
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"submodule_name": "resid_post_layer_3"
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},
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"buffer": {
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"d_submodule": 1024,
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"io": "out",
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"n_ctxs": 1280,
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"ctx_len": 128,
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"refresh_batch_size": 512,
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"out_batch_size": 8192,
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"device": "cuda"
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}
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}
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