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Browse files- skip/ort_16/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/ae.pt +3 -0
- skip/ort_16/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/config.json +32 -0
- skip/ort_16/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/eval_results.json +1 -0
- skip/ort_32/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/ae.pt +3 -0
- skip/ort_32/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/config.json +32 -0
- skip/ort_32/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/eval_results.json +1 -0
- skip/ort_4/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/ae.pt +3 -0
- skip/ort_4/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/config.json +32 -0
- skip/ort_4/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/eval_results.json +1 -0
- skip/ort_64/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/ae.pt +3 -0
- skip/ort_64/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/config.json +32 -0
- skip/ort_64/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/eval_results.json +1 -0
- skip/ort_8/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/ae.pt +3 -0
- skip/ort_8/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/config.json +32 -0
- skip/ort_8/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/eval_results.json +1 -0
skip/ort_16/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/ae.pt
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size 1208232982
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skip/ort_16/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/config.json
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"dict_class": "BatchTopKSAE",
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"lr": 0.0002,
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"steps": 244140,
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"auxk_alpha": 0.0625,
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"warmup_steps": 1000,
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"decay_start": 195312,
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"top_k_aux": 1152,
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"seed": 0,
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"activation_dim": 2304,
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"dict_size": 65536,
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"k": 70,
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"device": "cuda:3",
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"layer": 12,
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"lm_name": "google/gemma-2-2b",
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"wandb_name": "BatchTopKOrtTrainer-google/gemma-2-2b-resid_post_layer_12_trainer_0",
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"submodule_name": "resid_post_layer_12"
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"buffer": {
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"d_submodule": 2304,
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"io": "out",
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"n_ctxs": 244,
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"ctx_len": 1024,
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"refresh_batch_size": 32,
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"out_batch_size": 2048,
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"device": "cuda:3"
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}
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}
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skip/ort_16/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/eval_results.json
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{"l2_loss": 51.174698795180724, "l1_loss": 500.5903614457831, "l0": 69.4124062779438, "frac_variance_explained": 0.8085466867469879, "cossim": 0.93359375, "l2_ratio": 0.93359375, "relative_reconstruction_bias": 1.0000941265060241, "loss_original": 2.2974868222891565, "loss_reconstructed": 2.780308734939759, "loss_zero": 12.4375, "frac_recovered": 0.9525602409638554, "frac_alive": 0.98974609375, "hyperparameters": {"n_inputs": 1000, "context_length": 1024}}
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skip/ort_32/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/ae.pt
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size 1208232982
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skip/ort_32/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/config.json
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"trainer_class": "BatchTopKTrainer",
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"dict_class": "BatchTopKSAE",
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"lr": 0.0002,
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"steps": 244140,
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"auxk_alpha": 0.0625,
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"warmup_steps": 1000,
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"decay_start": 195312,
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"threshold_beta": 0.999,
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"threshold_start_step": 1000,
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"top_k_aux": 1152,
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"seed": 0,
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"activation_dim": 2304,
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"dict_size": 65536,
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"k": 70,
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"device": "cuda:4",
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"layer": 12,
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"lm_name": "google/gemma-2-2b",
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"wandb_name": "BatchTopKOrtTrainer-google/gemma-2-2b-resid_post_layer_12_trainer_0",
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"submodule_name": "resid_post_layer_12"
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},
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"buffer": {
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"d_submodule": 2304,
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"io": "out",
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"n_ctxs": 244,
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"ctx_len": 1024,
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"refresh_batch_size": 32,
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"out_batch_size": 2048,
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"device": "cuda:4"
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}
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skip/ort_32/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/eval_results.json
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{"l2_loss": 51.03012048192771, "l1_loss": 498.5542168674699, "l0": 69.87831644265049, "frac_variance_explained": 0.8097467996987951, "cossim": 0.93359375, "l2_ratio": 0.93359375, "relative_reconstruction_bias": 1.0007530120481927, "loss_original": 2.2974868222891565, "loss_reconstructed": 2.815417921686747, "loss_zero": 12.4375, "frac_recovered": 0.9485833960843374, "frac_alive": 0.98956298828125, "hyperparameters": {"n_inputs": 1000, "context_length": 1024}}
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skip/ort_4/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/ae.pt
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size 1208232982
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skip/ort_4/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/config.json
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{
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"trainer": {
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"trainer_class": "BatchTopKTrainer",
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"dict_class": "BatchTopKSAE",
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"lr": 0.0002,
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"steps": 244140,
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"auxk_alpha": 0.0625,
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"warmup_steps": 1000,
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"decay_start": 195312,
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"threshold_beta": 0.999,
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"threshold_start_step": 1000,
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"top_k_aux": 1152,
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"seed": 0,
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"activation_dim": 2304,
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"dict_size": 65536,
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"k": 70,
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"device": "cuda:1",
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"layer": 12,
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"lm_name": "google/gemma-2-2b",
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"wandb_name": "BatchTopKOrtTrainer-google/gemma-2-2b-resid_post_layer_12_trainer_0",
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"submodule_name": "resid_post_layer_12"
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},
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"buffer": {
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"d_submodule": 2304,
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"io": "out",
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"n_ctxs": 244,
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"ctx_len": 1024,
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"refresh_batch_size": 32,
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"out_batch_size": 2048,
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"device": "cuda:1"
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}
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}
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skip/ort_4/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/eval_results.json
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{"l2_loss": 51.19578313253012, "l1_loss": 506.03614457831327, "l0": 69.96392854437771, "frac_variance_explained": 0.8081466490963856, "cossim": 0.93359375, "l2_ratio": 0.93359375, "relative_reconstruction_bias": 1.0010824548192772, "loss_original": 2.2974868222891565, "loss_reconstructed": 2.8901543674698793, "loss_zero": 12.4375, "frac_recovered": 0.9414533132530121, "frac_alive": 0.990447998046875, "hyperparameters": {"n_inputs": 1000, "context_length": 1024}}
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skip/ort_64/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/ae.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:39c177f45d314453842a99f0d40ac8401d8448209858c5818855f55739a92caf
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size 1208232982
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skip/ort_64/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/config.json
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{
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"trainer": {
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"trainer_class": "BatchTopKTrainer",
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"dict_class": "BatchTopKSAE",
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"lr": 0.0002,
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"steps": 244140,
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"auxk_alpha": 0.0625,
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"warmup_steps": 1000,
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"decay_start": 195312,
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"threshold_beta": 0.999,
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"threshold_start_step": 1000,
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"top_k_aux": 1152,
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"seed": 0,
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"activation_dim": 2304,
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"dict_size": 65536,
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"k": 70,
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"device": "cuda:7",
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"layer": 12,
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"lm_name": "google/gemma-2-2b",
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"wandb_name": "BatchTopKOrtTrainer-google/gemma-2-2b-resid_post_layer_12_trainer_0",
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"submodule_name": "resid_post_layer_12"
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},
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"buffer": {
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"d_submodule": 2304,
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"io": "out",
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"n_ctxs": 244,
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"ctx_len": 1024,
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"refresh_batch_size": 32,
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"out_batch_size": 2048,
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"device": "cuda:7"
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}
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}
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skip/ort_64/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/eval_results.json
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{"l2_loss": 50.93975903614458, "l1_loss": 494.6144578313253, "l0": 69.70204498107175, "frac_variance_explained": 0.810570406626506, "cossim": 0.933617281626506, "l2_ratio": 0.93359375, "relative_reconstruction_bias": 1.000047063253012, "loss_original": 2.2974868222891565, "loss_reconstructed": 2.8665286144578315, "loss_zero": 12.4375, "frac_recovered": 0.9435005647590361, "frac_alive": 0.9888458251953125, "hyperparameters": {"n_inputs": 1000, "context_length": 1024}}
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skip/ort_8/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/ae.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a081bd4e8e79081f398d6576dc216af3630d9173110346475d90376dc92c6458
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size 1208232982
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skip/ort_8/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/config.json
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{
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"trainer": {
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"trainer_class": "BatchTopKTrainer",
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"dict_class": "BatchTopKSAE",
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"lr": 0.0002,
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"steps": 244140,
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"auxk_alpha": 0.0625,
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"warmup_steps": 1000,
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"decay_start": 195312,
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"threshold_beta": 0.999,
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"threshold_start_step": 1000,
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"top_k_aux": 1152,
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"seed": 0,
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"activation_dim": 2304,
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"dict_size": 65536,
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"k": 70,
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"device": "cuda:2",
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"layer": 12,
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"lm_name": "google/gemma-2-2b",
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"wandb_name": "BatchTopKOrtTrainer-google/gemma-2-2b-resid_post_layer_12_trainer_0",
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"submodule_name": "resid_post_layer_12"
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},
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"buffer": {
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"d_submodule": 2304,
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"io": "out",
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"n_ctxs": 244,
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"ctx_len": 1024,
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"refresh_batch_size": 32,
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"out_batch_size": 2048,
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"device": "cuda:2"
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}
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}
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skip/ort_8/google_gemma-2-2b_batch_top_k_ort/resid_post_layer_12/trainer_0/eval_results.json
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{"l2_loss": 51.20331325301205, "l1_loss": 504.71084337349396, "l0": 69.73826810538051, "frac_variance_explained": 0.8082407756024096, "cossim": 0.93359375, "l2_ratio": 0.93359375, "relative_reconstruction_bias": 1.0005176957831325, "loss_original": 2.2974868222891565, "loss_reconstructed": 2.9903990963855422, "loss_zero": 12.4375, "frac_recovered": 0.9311699924698795, "frac_alive": 0.9906005859375, "hyperparameters": {"n_inputs": 1000, "context_length": 1024}}
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