Upload folder using huggingface_hub

gated/final_122880000/activation_store.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee11c92efa3e3cba3ca8b9b30085a38f8f2389a0e44f5233eca6b6cd0f6539ee
+size 536871088

gated/final_122880000/tiny-stories-1L-21M_blocks.0.hook_mlp_out_16384_/cfg.json

@@ -0,0 +1 @@
+{"model_name": "tiny-stories-1L-21M", "model_class_name": "HookedTransformer", "hook_point": "blocks.0.hook_mlp_out", "hook_point_eval": "blocks.{layer}.attn.pattern", "hook_point_layer": 0, "hook_point_head_index": null, "dataset_path": "apollo-research/roneneldan-TinyStories-tokenizer-gpt2", "streaming": true, "is_dataset_tokenized": true, "context_size": 256, "use_cached_activations": false, "cached_activations_path": null, "d_in": 1024, "d_sae": 16384, "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": false, "decoder_orthogonal_init": false, "decoder_heuristic_init": true, "init_encoder_as_decoder_transpose": true, "gated": true, "n_batches_in_buffer": 64, "training_tokens": 122880000, "finetuning_tokens": 0, "store_batch_size": 16, "train_batch_size": 4096, "normalize_activations": false, "device": "cuda", "seed": 42, "dtype": "torch.float32", "prepend_bos": true, "autocast": 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": 1500, "lr": 5e-05, "lr_scheduler_name": "constant", "lr_warm_up_steps": 0, "lr_end": 5e-06, "lr_decay_steps": 6000, "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, "n_eval_seqs": null, "log_to_wandb": true, "log_activations_store_to_wandb": false, "log_optimizer_state_to_wandb": false, "wandb_project": "sae_tinystories_1l", "wandb_id": null, "run_name": "16384-L1-5-LR-5e-05-Tokens-1.229e+08", "wandb_entity": null, "wandb_log_frequency": 30, "eval_every_n_wandb_logs": 20, "resume": false, "n_checkpoints": 0, "checkpoint_path": "checkpoints/i5tsfivb/rr0rrv3e/lmcsezzz", "verbose": true, "model_kwargs": {}, "sae_lens_version": "1.7.0", "sae_lens_training_version": "1.7.0", "tokens_per_buffer": 67108864}

gated/final_122880000/tiny-stories-1L-21M_blocks.0.hook_mlp_out_16384_/ctx.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:840cee5c7b900077da42d77be35e096835ab225d2220e5800706d261604222d3
+size 470310144

gated/final_122880000/tiny-stories-1L-21M_blocks.0.hook_mlp_out_16384_/sae_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f55a19539ef27466ab5f7e70cfb48f77c73cd419aeb002880f20306a465746d8
+size 134484528

gated/final_122880000/tiny-stories-1L-21M_blocks.0.hook_mlp_out_16384_/sparsity.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:901de845cc245064a3355c11230fad6df8ab4ffdf705f46aee82a63ade71c765
+size 65616

gated/final_122880000/training_run_state.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d86badf92ee73a3093c6e10181133d4c7de6459f2e74b41592939a2bdf943df
+size 12318

standard/final_122880000/activation_store.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:edc26b666b17d90cee8e028021e7bef101d2c1db400b9ac22e4367051c993c29
+size 536871088

standard/final_122880000/tiny-stories-1L-21M_blocks.0.hook_mlp_out_16384_/cfg.json

@@ -0,0 +1 @@
+{"model_name": "tiny-stories-1L-21M", "model_class_name": "HookedTransformer", "hook_point": "blocks.0.hook_mlp_out", "hook_point_eval": "blocks.{layer}.attn.pattern", "hook_point_layer": 0, "hook_point_head_index": null, "dataset_path": "apollo-research/roneneldan-TinyStories-tokenizer-gpt2", "streaming": true, "is_dataset_tokenized": true, "context_size": 256, "use_cached_activations": false, "cached_activations_path": null, "d_in": 1024, "d_sae": 16384, "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": false, "decoder_orthogonal_init": false, "decoder_heuristic_init": true, "init_encoder_as_decoder_transpose": true, "gated": false, "n_batches_in_buffer": 64, "training_tokens": 122880000, "finetuning_tokens": 0, "store_batch_size": 16, "train_batch_size": 4096, "normalize_activations": false, "device": "cuda", "seed": 42, "dtype": "torch.float32", "prepend_bos": true, "autocast": 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": 1500, "lr": 5e-05, "lr_scheduler_name": "constant", "lr_warm_up_steps": 0, "lr_end": 5e-06, "lr_decay_steps": 6000, "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, "n_eval_seqs": null, "log_to_wandb": true, "log_activations_store_to_wandb": false, "log_optimizer_state_to_wandb": false, "wandb_project": "sae_tinystories_1l", "wandb_id": null, "run_name": "16384-L1-5-LR-5e-05-Tokens-1.229e+08", "wandb_entity": null, "wandb_log_frequency": 30, "eval_every_n_wandb_logs": 20, "resume": false, "n_checkpoints": 0, "checkpoint_path": "checkpoints/7rv4v49d/792yrj0i/00s09rmj", "verbose": true, "model_kwargs": {}, "sae_lens_version": "1.7.0", "sae_lens_training_version": "1.7.0", "tokens_per_buffer": 67108864}

standard/final_122880000/tiny-stories-1L-21M_blocks.0.hook_mlp_out_16384_/ctx.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd747f5650fded9e87ad0af1bbdbaebb137e79a89f25501e3cf6f8f669bb4be6
+size 403069243

standard/final_122880000/tiny-stories-1L-21M_blocks.0.hook_mlp_out_16384_/sae_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16dfa198c7e3c0a936e5cd34d1b0c23f1935eba2e85e5b39a21e238f49d004ef
+size 134353304

standard/final_122880000/tiny-stories-1L-21M_blocks.0.hook_mlp_out_16384_/sparsity.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13a1ac07f931816ef5659473865478787fd811db28e58911ee1036b37b0fad91
+size 65616

standard/final_122880000/training_run_state.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a8540b3b3ba005507224040cbac556d8d6a095b285bb95c851472f8c60373734
+size 12318