Initial commit
Browse files- .gitattributes +2 -0
- chocolate-snow-25/hyperparameters.yaml +71 -0
- devout-surf-31/hyperparameters.yaml +3 -0
- devout-surf-31/sparse_autoencoder_EleutherAI/pythia-2.8b-deduped_blocks.11.hook_resid_pre_s20480_0.pt +3 -0
- devout-surf-31/sparse_autoencoder_EleutherAI/pythia-2.8b-deduped_blocks.11.hook_resid_pre_s20480_0_log_feature_sparsity.pt +3 -0
- devout-surf-31/sparse_autoencoder_EleutherAI/pythia-2.8b-deduped_blocks.11.hook_resid_pre_s20480_10240000.pt +3 -0
- devout-surf-31/sparse_autoencoder_EleutherAI/pythia-2.8b-deduped_blocks.11.hook_resid_pre_s20480_20480000.pt +3 -0
- devout-surf-31/sparse_autoencoder_EleutherAI/pythia-2.8b-deduped_blocks.11.hook_resid_pre_s20480_20480000_log_feature_sparsity.pt +3 -0
- devout-surf-31/sparse_autoencoder_EleutherAI/pythia-2.8b-deduped_blocks.11.hook_resid_pre_s20480_30720000.pt +3 -0
- devout-surf-31/sparse_autoencoder_EleutherAI/pythia-2.8b-deduped_blocks.11.hook_resid_pre_s20480_40960000.pt +3 -0
- devout-surf-31/sparse_autoencoder_EleutherAI/pythia-2.8b-deduped_blocks.11.hook_resid_pre_s20480_40960000_log_feature_sparsity.pt +3 -0
- giddy-morning-30/hyperparameters.yaml +3 -0
.gitattributes
CHANGED
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@@ -35,3 +35,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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pythia-2.8b-deduped_resid_pre_layer_11 filter=lfs diff=lfs merge=lfs -text
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pythia-2.8b-deduped_resid_pre_layer_24 filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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pythia-2.8b-deduped_resid_pre_layer_11 filter=lfs diff=lfs merge=lfs -text
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pythia-2.8b-deduped_resid_pre_layer_24 filter=lfs diff=lfs merge=lfs -text
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devout-surf-31/hyperparameters.yaml filter=lfs diff=lfs merge=lfs -text
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giddy-morning-30/hyperparameters.yaml filter=lfs diff=lfs merge=lfs -text
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chocolate-snow-25/hyperparameters.yaml
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adam_beta1: 0.9
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adam_beta2: 0.999
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b_dec_init_method: zeros
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cached_activations_path: null
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checkpoint_path: ../outputs/checkpoints
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clip_grad_norm: false
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context_size: 256
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custom_loss: null
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d_in: 2560
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d_out: null
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dataset: Skylion007/openwebtext
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dense_loss_coefficient: 0
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device: cuda
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different_output: false
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dtype: float32
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epsilon_l0_approx: 0.2
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eval_frequency: 500
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expansion_factor: 8
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feature_reinit_scale: 0.2
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feature_resampling_method: null
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flatten_activations_over_layer: false
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flatten_activations_over_layer_output: false
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from_pretrained_path: null
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hook_point: blocks.11.hook_resid_pre
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hook_point_head_index: null
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hook_point_head_index_output: null
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hook_point_layer: 11
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hook_point_layer_output: null
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hook_point_output: null
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initial_decoder_norm: 0.1
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initialise_encoder_to_decoder_transpose: false
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is_dataset_tokenized: false
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l0_coefficient: 9.0e-05
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l0_warmup: false
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l0_warmup_steps: 1000
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l1_coefficient: 0
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l1_warmup: false
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l1_warmup_steps: 1000
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log_to_wandb: true
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loop_dataset: false
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lr: 0.0004
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lr_scheduler_name: constant
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lr_warm_up_steps: 500
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max_resample_step: 100000
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max_sparsity_target: 1
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min_sparsity_for_resample: 0
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min_sparsity_target: 8.0e-06
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model_name: EleutherAI/pythia-2.8b-deduped
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mse_loss_coefficient: 1
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mse_loss_type: centered
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multiple_runs: false
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n_batches_in_store_buffer: 128
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n_checkpoints: 80
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n_running_sparsity: 300
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normalise_initial_decoder_weights: false
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normalise_w_dec: true
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resample_batches: 128
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resample_frequency: 25000
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scale_input_norm: false
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seed: 42
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sparse_loss_coefficient: 1.0e-06
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sparsity_log_frequency: 5000
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store_batch_size: 8
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subtract_b_dec_from_inputs: false
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total_training_steps: 200000
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train_batch_size: 4096
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use_cached_activations: false
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use_gated_sparse_autoencoder: false
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wandb_log_frequency: 10
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wandb_project: test_gemma_2b
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weight_l1_by_decoder_norms: false
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devout-surf-31/hyperparameters.yaml
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devout-surf-31/sparse_autoencoder_EleutherAI/pythia-2.8b-deduped_blocks.11.hook_resid_pre_s20480_0.pt
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devout-surf-31/sparse_autoencoder_EleutherAI/pythia-2.8b-deduped_blocks.11.hook_resid_pre_s20480_0_log_feature_sparsity.pt
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devout-surf-31/sparse_autoencoder_EleutherAI/pythia-2.8b-deduped_blocks.11.hook_resid_pre_s20480_10240000.pt
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devout-surf-31/sparse_autoencoder_EleutherAI/pythia-2.8b-deduped_blocks.11.hook_resid_pre_s20480_20480000.pt
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devout-surf-31/sparse_autoencoder_EleutherAI/pythia-2.8b-deduped_blocks.11.hook_resid_pre_s20480_20480000_log_feature_sparsity.pt
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devout-surf-31/sparse_autoencoder_EleutherAI/pythia-2.8b-deduped_blocks.11.hook_resid_pre_s20480_40960000.pt
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giddy-morning-30/hyperparameters.yaml
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