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Browse files- ._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_0/ae.pt +3 -0
- ._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_0/config.json +32 -0
- ._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_0/eval_results.json +1 -0
- ._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_1/ae.pt +3 -0
- ._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_1/config.json +32 -0
- ._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_1/eval_results.json +1 -0
- ._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_2/ae.pt +3 -0
- ._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_2/config.json +32 -0
- ._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_2/eval_results.json +1 -0
- ._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_3/ae.pt +3 -0
- ._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_3/config.json +32 -0
- ._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_3/eval_results.json +1 -0
._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_0/ae.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:651bc22061b540e3fbe97f330460663104ff69c61d5600c6664fd5b0a7798a80
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size 671176726
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._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_0/config.json
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{
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"trainer": {
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"trainer_class": "BatchTopKTrainer",
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"device": "cuda:0"
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}
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}
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._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_0/eval_results.json
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{"l2_loss": 232.7, "l1_loss": 2156.88, "l0": 78.24118896484374, "frac_variance_explained": 0.88583984375, "cossim": 0.871328125, "l2_ratio": 0.8742578125, "relative_reconstruction_bias": 0.9945703125, "frac_alive": 0.94476318359375, "hyperparameters": {"n_inputs": 200, "context_length": 2048}}
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._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_1/ae.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:5d169b1d707ff009a1dca853096135308df0edf299ceafa16147d9c98a2e64bf
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size 671176726
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._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_1/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": 0.0003,
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"seed": 0,
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"k": 160,
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"layer": 50,
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"lm_name": "Qwen/Qwen2.5-Coder-32B-Instruct",
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"wandb_name": "BatchTopKTrainer-Qwen/Qwen2.5-Coder-32B-Instruct-resid_post_layer_50_trainer_1",
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"submodule_name": "resid_post_layer_50"
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},
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"buffer": {
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"refresh_batch_size": 4,
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"out_batch_size": 4096,
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"device": "cuda:0"
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}
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}
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._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_1/eval_results.json
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{"l2_loss": 212.12, "l1_loss": 3819.52, "l0": 161.6133349609375, "frac_variance_explained": 0.9108984375, "cossim": 0.894375, "l2_ratio": 0.896171875, "relative_reconstruction_bias": 0.991875, "frac_alive": 0.9765625, "hyperparameters": {"n_inputs": 200, "context_length": 2048}}
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._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_2/ae.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c666e63996352b26b4064ae89b9e48fed55001e63af13094ee2b12c8940b5eb4
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size 2684639254
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._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_2/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": 0.0003,
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"steps": 122070,
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"warmup_steps": 1000,
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"threshold_beta": 0.999,
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"threshold_start_step": 1000,
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"top_k_aux": 2560,
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"seed": 0,
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"k": 80,
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"device": "cuda:0",
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"layer": 50,
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"lm_name": "Qwen/Qwen2.5-Coder-32B-Instruct",
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"wandb_name": "BatchTopKTrainer-Qwen/Qwen2.5-Coder-32B-Instruct-resid_post_layer_50_trainer_2",
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"submodule_name": "resid_post_layer_50"
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},
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"buffer": {
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"d_submodule": 5120,
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"io": "out",
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"n_ctxs": 122,
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"out_batch_size": 4096,
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"device": "cuda:0"
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}
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}
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._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_2/eval_results.json
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{"l2_loss": 219.34, "l1_loss": 2060.84, "l0": 78.80491455078125, "frac_variance_explained": 0.90408203125, "cossim": 0.88654296875, "l2_ratio": 0.8886328125, "relative_reconstruction_bias": 0.99619140625, "frac_alive": 0.7082977294921875, "hyperparameters": {"n_inputs": 200, "context_length": 2048}}
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._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_3/ae.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:5abdeebc0775abe86d2522fcf15cc533b44ee960f0c6f7ae367cdbcd19bc10a2
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size 2684639254
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._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_3/config.json
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{
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"trainer": {
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"threshold_beta": 0.999,
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"seed": 0,
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"k": 160,
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"device": "cuda:0",
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"layer": 50,
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"lm_name": "Qwen/Qwen2.5-Coder-32B-Instruct",
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"wandb_name": "BatchTopKTrainer-Qwen/Qwen2.5-Coder-32B-Instruct-resid_post_layer_50_trainer_3",
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"submodule_name": "resid_post_layer_50"
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},
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"buffer": {
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"d_submodule": 5120,
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"io": "out",
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"n_ctxs": 122,
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"ctx_len": 2048,
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"refresh_batch_size": 4,
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"out_batch_size": 4096,
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"device": "cuda:0"
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}
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}
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._saes_Qwen_Qwen2.5-Coder-32B-Instruct_batch_top_k/resid_post_layer_50/trainer_3/eval_results.json
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{"l2_loss": 198.33, "l1_loss": 3952.96, "l0": 161.882958984375, "frac_variance_explained": 0.9212109375, "cossim": 0.90740234375, "l2_ratio": 0.90974609375, "relative_reconstruction_bias": 0.995078125, "frac_alive": 0.734619140625, "hyperparameters": {"n_inputs": 200, "context_length": 2048}}
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