DGurgurov commited on
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Upload SAE blocks.1.hook_resid_pre

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blocks.1.hook_resid_pre/cfg.json ADDED
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+ {"model_name": "deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B", "model_class_name": "HookedTransformer", "hook_name": "blocks.19.hook_resid_post", "hook_eval": "NOT_IN_USE", "hook_layer": 19, "hook_head_index": null, "dataset_path": "DGurgurov/DeepSeek-R1-Distill-Qwen-1.5B-lmsys-chat-1m-tokenized", "dataset_trust_remote_code": true, "streaming": false, "is_dataset_tokenized": true, "context_size": 1024, "use_cached_activations": false, "cached_activations_path": null, "architecture": "standard", "d_in": 1536, "d_sae": 24576, "b_dec_init_method": "zeros", "expansion_factor": 16, "activation_fn": "relu", "activation_fn_kwargs": {}, "normalize_sae_decoder": false, "noise_scale": 0.0, "from_pretrained_path": null, "apply_b_dec_to_input": false, "decoder_orthogonal_init": false, "decoder_heuristic_init": true, "init_encoder_as_decoder_transpose": true, "n_batches_in_buffer": 32, "training_tokens": 497861632, "finetuning_tokens": 0, "store_batch_size_prompts": 8, "normalize_activations": "expected_average_only_in", "seqpos_slice": [null], "device": "cuda", "act_store_device": "cuda", "seed": 42, "dtype": "float32", "prepend_bos": false, "jumprelu_init_threshold": 0.001, "jumprelu_bandwidth": 0.001, "autocast": false, "autocast_lm": false, "compile_llm": false, "llm_compilation_mode": null, "compile_sae": false, "sae_compilation_mode": null, "train_batch_size_tokens": 4096, "adam_beta1": 0.9, "adam_beta2": 0.999, "mse_loss_normalization": null, "l1_coefficient": 5, "lp_norm": 1.0, "scale_sparsity_penalty_by_decoder_norm": true, "l1_warm_up_steps": 6077, "lr": 5e-05, "lr_scheduler_name": "constant", "lr_warm_up_steps": 0, "lr_end": 5e-06, "lr_decay_steps": 24310, "n_restart_cycles": 1, "finetuning_method": null, "use_ghost_grads": false, "feature_sampling_window": 1000, "dead_feature_window": 1000, "dead_feature_threshold": 0.0001, "n_eval_batches": 10, "eval_batch_size_prompts": null, "log_to_wandb": true, "log_activations_store_to_wandb": false, "log_optimizer_state_to_wandb": false, "wandb_project": "sae-lmsys-openthoughts", "wandb_id": null, "run_name": "r1-distill-llama-8b-ctx-1024-l1-5", "wandb_entity": null, "wandb_log_frequency": 30, "eval_every_n_wandb_logs": 20, "resume": false, "n_checkpoints": 5, "checkpoint_path": "sae_runs/adkbemc1", "verbose": true, "model_kwargs": {}, "model_from_pretrained_kwargs": {"center_writing_weights": false}, "sae_lens_version": "5.5.2", "sae_lens_training_version": "5.5.2", "exclude_special_tokens": [151643], "tokens_per_buffer": 134217728}
blocks.1.hook_resid_pre/sae_weights.safetensors ADDED
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blocks.1.hook_resid_pre/sparsity.safetensors ADDED
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