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Browse files- from_scratch_2pow16/trainer_80_checkpoints_475000/ae.pt +3 -0
- from_scratch_2pow16/trainer_80_checkpoints_475000/config.json +31 -0
- from_scratch_2pow16/trainer_80_peft_sae_from_scratch_0.0/ae.pt +3 -0
- from_scratch_2pow16/trainer_80_peft_sae_from_scratch_0.0/config.json +31 -0
- from_scratch_2pow16/trainer_80_peft_sae_from_scratch_95.0/ae.pt +3 -0
- from_scratch_2pow16/trainer_80_peft_sae_from_scratch_95.0/config.json +31 -0
from_scratch_2pow16/trainer_80_checkpoints_475000/ae.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:94252e55ab0ffff8ddd915920a0b2c9b9e105278614abadf6ea5890f7d496ab6
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size 1208232799
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from_scratch_2pow16/trainer_80_checkpoints_475000/config.json
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{
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"trainer": {
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"trainer_class": "TopKTrainer",
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"dict_class": "AutoEncoderTopK",
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"lr": 0.0003,
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"steps": 244140,
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"auxk_alpha": 0.03125,
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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": 80,
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"device": "cuda:0",
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"layer": 12,
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"lm_name": "google/gemma-2-2b",
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"wandb_name": "TopKTrainer-google/gemma-2-2b-resid_post_layer_12_trainer_20",
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"submodule_name": "resid_post_layer_12"
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},
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"buffer": {
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"io": "out",
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"out_batch_size": 2048,
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"device": "cuda:0"
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}
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}
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from_scratch_2pow16/trainer_80_peft_sae_from_scratch_0.0/ae.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c284bb7787d24049dd76f4a03b6a6a3531e061417e366f3eb11ac6b39f1fc4a5
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size 1208232799
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from_scratch_2pow16/trainer_80_peft_sae_from_scratch_0.0/config.json
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{
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"trainer": {
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"trainer_class": "TopKTrainer",
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"dict_class": "AutoEncoderTopK",
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"lr": 0.0003,
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"steps": 244140,
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"auxk_alpha": 0.03125,
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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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"seed": 0,
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"activation_dim": 2304,
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"dict_size": 65536,
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"k": 80,
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"device": "cuda:0",
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"layer": 12,
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"lm_name": "google/gemma-2-2b",
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"wandb_name": "TopKTrainer-google/gemma-2-2b-resid_post_layer_12_trainer_20",
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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": 4,
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"out_batch_size": 2048,
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"device": "cuda:0"
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}
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}
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from_scratch_2pow16/trainer_80_peft_sae_from_scratch_95.0/ae.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a7272bd476d8af5248d3fba2977abd2618637838a362c57a436c01960c5bb819
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size 1208232799
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from_scratch_2pow16/trainer_80_peft_sae_from_scratch_95.0/config.json
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{
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"trainer": {
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"trainer_class": "TopKTrainer",
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"dict_class": "AutoEncoderTopK",
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"lr": 0.0003,
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"steps": 244140,
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"auxk_alpha": 0.03125,
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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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"seed": 0,
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"activation_dim": 2304,
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"dict_size": 65536,
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"k": 80,
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"device": "cuda:0",
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"layer": 12,
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"lm_name": "google/gemma-2-2b",
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"wandb_name": "TopKTrainer-google/gemma-2-2b-resid_post_layer_12_trainer_20",
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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": 4,
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"out_batch_size": 2048,
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"device": "cuda:0"
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}
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}
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