ojuschugh1
commited on
Delete local_similar_lpcoeff_20_l0_layer_6.yaml
Browse files
local_similar_lpcoeff_20_l0_layer_6.yaml
DELETED
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act_frequency_n_tokens: 500000
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batch_size: 8
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collect_act_frequency_every_n_samples: 40000
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cooldown_samples: 0
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effective_batch_size: 16
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eval_data:
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column_name: input_ids
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dataset_name: apollo-research/Skylion007-openwebtext-tokenizer-gpt2
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is_tokenized: true
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n_ctx: 1024
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seed: null
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split: train
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streaming: true
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tokenizer_name: gpt2
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eval_every_n_samples: 40000
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eval_n_samples: 500
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log_every_n_grad_steps: 20
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loss:
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in_to_orig: null
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logits_kl:
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coeff: 1.0
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out_to_in:
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coeff: 1.0
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out_to_orig: null
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sparsity:
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coeff: 20.0
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p_norm: 1.0
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lr: 0.0005
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lr_schedule: cosine
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max_grad_norm: 10.0
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min_lr_factor: 0.1
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n_samples: 400000
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saes:
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dict_size_to_input_ratio: 60.0
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k: null
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pretrained_sae_paths: null
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retrain_saes: false
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sae_positions:
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- blocks.6.hook_resid_pre
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type_of_sparsifier: sae
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save_dir: /data/jordan_tensor/e2e_sae-main/e2e_sae-main/e2e_sae/scripts/train_tlens_saes/out
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save_every_n_samples: null
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seed: 0
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tlens_model_name: gpt2-small
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tlens_model_path: null
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train_data:
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column_name: input_ids
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dataset_name: apollo-research/Skylion007-openwebtext-tokenizer-gpt2
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is_tokenized: true
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n_ctx: 1024
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seed: null
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split: train
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streaming: true
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tokenizer_name: gpt2
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wandb_project: gpt2-e2e_play
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wandb_run_name: null
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wandb_run_name_prefix: ''
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warmup_samples: 20000
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