Upload SAE blocks.25.hook_resid_post

blocks.25.hook_resid_post/cfg.json

@@ -0,0 +1 @@
+{"model_name": "meta-llama/Meta-Llama-3-8B-Instruct", "model_class_name": "HookedTransformer", "hook_name": "blocks.25.hook_resid_post", "hook_eval": "NOT_IN_USE", "hook_layer": 25, "hook_head_index": null, "dataset_path": "Juliushanhanhan/openwebtext-1b-llama3-tokenized-cxt-1024", "dataset_trust_remote_code": true, "streaming": false, "is_dataset_tokenized": true, "context_size": 1024, "use_cached_activations": false, "cached_activations_path": null, "architecture": "gated", "d_in": 4096, "d_sae": 65536, "b_dec_init_method": "zeros", "expansion_factor": 16, "activation_fn": "relu", "normalize_sae_decoder": false, "noise_scale": 0.0, "from_pretrained_path": null, "apply_b_dec_to_input": true, "decoder_orthogonal_init": false, "decoder_heuristic_init": true, "init_encoder_as_decoder_transpose": true, "n_batches_in_buffer": 8, "training_tokens": 1024000000, "finetuning_tokens": 0, "store_batch_size_prompts": 8, "train_batch_size_tokens": 1024, "normalize_activations": "expected_average_only_in", "device": "cuda", "act_store_device": "cuda", "seed": 20, "dtype": "float32", "prepend_bos": true, "autocast": false, "autocast_lm": false, "compile_llm": false, "llm_compilation_mode": null, "compile_sae": false, "sae_compilation_mode": null, "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": 50000, "lr": 1e-05, "lr_scheduler_name": "constant", "lr_warm_up_steps": 0, "lr_end": 1.0000000000000002e-06, "lr_decay_steps": 200000, "n_restart_cycles": 1, "finetuning_method": null, "use_ghost_grads": false, "feature_sampling_window": 5000, "dead_feature_window": 5000, "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_semantic_entropy", "wandb_id": null, "run_name": "65536-L1-5-LR-1e-05-Tokens-1024000000-L25", "wandb_entity": null, "wandb_log_frequency": 30, "eval_every_n_wandb_logs": 20, "resume": false, "n_checkpoints": 10, "checkpoint_path": "/scratch-ssd/ms23jh/uncertainty/sae/checkpoints/gy2cm3i9", "verbose": true, "model_kwargs": {}, "model_from_pretrained_kwargs": {}, "sae_lens_version": "3.8.0", "sae_lens_training_version": "3.8.0", "tokens_per_buffer": 8388608}

blocks.25.hook_resid_post/sae_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77f94dec336d652d2bdc056639ac58e27cc788885eb3b8704be6a5a3f23e7f9c
+size 2148286952

blocks.25.hook_resid_post/sparsity.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:294dc0c5538a68499edf3756f0c3ed926370411bb2da115bf8d274c290750903
+size 262224