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Browse files- trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_0/ae.pt +3 -0
- trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_0/config.json +31 -0
- trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_0/eval_results.json +1 -0
- trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_1/ae.pt +3 -0
- trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_1/config.json +31 -0
- trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_1/eval_results.json +1 -0
- trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_2/ae.pt +3 -0
- trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_2/config.json +31 -0
- trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_2/eval_results.json +1 -0
- trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_3/ae.pt +3 -0
- trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_3/config.json +31 -0
- trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_3/eval_results.json +1 -0
trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_0/ae.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:761c54b9fd02cf6c7b9f4766030024b3fe443801f10f2bd8a7230515d9dffa4d
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trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_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": 48828,
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"auxk_alpha": 0.03125,
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"warmup_steps": 1000,
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"decay_start": 39062,
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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": 2048,
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"dict_size": 16384,
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"k": 20,
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"device": "cuda:0",
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"layer": 10,
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"lm_name": "EleutherAI/pythia-1b",
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"wandb_name": "TopKTrainer-EleutherAI/pythia-1b-resid_post_layer_10_trainer_0",
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"submodule_name": "resid_post_layer_10"
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},
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"buffer": {
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"d_submodule": 2048,
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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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trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_0/eval_results.json
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{"l2_loss": 23.985, "l1_loss": 114.46, "l0": 19.9999853515625, "frac_variance_explained": 0.95412109375, "cossim": 0.90083984375, "l2_ratio": 0.9014453125, "relative_reconstruction_bias": 0.99986328125, "loss_original": 2.128095703125, "loss_reconstructed": 2.605498046875, "loss_zero": 11.00125, "frac_recovered": 0.9469921875, "frac_alive": 0.92596435546875, "hyperparameters": {"n_inputs": 200, "context_length": 1024}}
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trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_1/ae.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e2012f50587050666f5354e860d591b43c4308e5ea511f170fd072e09321e4ce
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size 268511254
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trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_1/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": 48828,
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"auxk_alpha": 0.03125,
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"warmup_steps": 1000,
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"decay_start": 39062,
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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": 2048,
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"dict_size": 16384,
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"k": 40,
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"device": "cuda:0",
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"layer": 10,
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"lm_name": "EleutherAI/pythia-1b",
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"wandb_name": "TopKTrainer-EleutherAI/pythia-1b-resid_post_layer_10_trainer_1",
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"submodule_name": "resid_post_layer_10"
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},
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"buffer": {
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"d_submodule": 2048,
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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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trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_1/eval_results.json
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{"l2_loss": 22.178125, "l1_loss": 152.275, "l0": 39.9995068359375, "frac_variance_explained": 0.95654296875, "cossim": 0.91541015625, "l2_ratio": 0.9160546875, "relative_reconstruction_bias": 1.00005859375, "loss_original": 2.128095703125, "loss_reconstructed": 2.451884765625, "loss_zero": 11.00125, "frac_recovered": 0.964453125, "frac_alive": 0.9920654296875, "hyperparameters": {"n_inputs": 200, "context_length": 1024}}
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trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_2/ae.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:9a81ff8ec9284e32f56bad9f3e7b348885bbec65b77c0792c3ebd6fd2c7bff6a
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size 268511254
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trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_2/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": 48828,
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"auxk_alpha": 0.03125,
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"warmup_steps": 1000,
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"decay_start": 39062,
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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": 2048,
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"dict_size": 16384,
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"k": 80,
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"device": "cuda:0",
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"layer": 10,
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"lm_name": "EleutherAI/pythia-1b",
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"wandb_name": "TopKTrainer-EleutherAI/pythia-1b-resid_post_layer_10_trainer_2",
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"submodule_name": "resid_post_layer_10"
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},
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"buffer": {
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"d_submodule": 2048,
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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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trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_2/eval_results.json
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{"l2_loss": 20.609375, "l1_loss": 215.105, "l0": 79.9976220703125, "frac_variance_explained": 0.96400390625, "cossim": 0.92716796875, "l2_ratio": 0.92767578125, "relative_reconstruction_bias": 0.99984375, "loss_original": 2.128095703125, "loss_reconstructed": 2.3584765625, "loss_zero": 11.00125, "frac_recovered": 0.9748046875, "frac_alive": 0.998291015625, "hyperparameters": {"n_inputs": 200, "context_length": 1024}}
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trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_3/ae.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:a90091458467036c40075c762f26f3e7e5e7d45fedbdbbece3a3d13aa82d747f
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size 268511254
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trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_3/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": 48828,
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"auxk_alpha": 0.03125,
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"warmup_steps": 1000,
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"decay_start": 39062,
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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": 2048,
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"dict_size": 16384,
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"k": 160,
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"device": "cuda:0",
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"layer": 10,
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"lm_name": "EleutherAI/pythia-1b",
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"wandb_name": "TopKTrainer-EleutherAI/pythia-1b-resid_post_layer_10_trainer_3",
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"submodule_name": "resid_post_layer_10"
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},
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"buffer": {
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"d_submodule": 2048,
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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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trained_EleutherAI_pythia-1b_top_k/resid_post_layer_10/trainer_3/eval_results.json
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{"l2_loss": 18.89, "l1_loss": 304.52, "l0": 159.897294921875, "frac_variance_explained": 0.97150390625, "cossim": 0.9391796875, "l2_ratio": 0.94046875, "relative_reconstruction_bias": 0.99935546875, "loss_original": 2.128095703125, "loss_reconstructed": 2.292900390625, "loss_zero": 11.00125, "frac_recovered": 0.98166015625, "frac_alive": 0.9993896484375, "hyperparameters": {"n_inputs": 200, "context_length": 1024}}
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