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saes_allenai_Olmo-3-1125-32B_batch_top_k/resid_post_layer_32/trainer_0/ae.pt

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saes_allenai_Olmo-3-1125-32B_batch_top_k/resid_post_layer_32/trainer_0/config.json

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+{
+    "trainer": {
+        "trainer_class": "BatchTopKTrainer",
+        "dict_class": "BatchTopKSAE",
+        "lr": 5e-05,
+        "steps": 244140,
+        "auxk_alpha": 0.03125,
+        "warmup_steps": 1000,
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+        "threshold_beta": 0.999,
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+        "top_k_aux": 2560,
+        "seed": 0,
+        "activation_dim": 5120,
+        "dict_size": 131072,
+        "k": 160,
+        "device": "cuda:0",
+        "layer": 32,
+        "lm_name": "allenai/Olmo-3-1125-32B",
+        "wandb_name": "BatchTopKTrainer-allenai/Olmo-3-1125-32B-resid_post_layer_32_trainer_0",
+        "submodule_name": "resid_post_layer_32"
+    },
+    "buffer": {
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+        "io": "out",
+        "n_ctxs": 122,
+        "ctx_len": 2048,
+        "refresh_batch_size": 8,
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+        "device": "cuda:0"
+    }
+}

saes_allenai_Olmo-3-1125-32B_batch_top_k/resid_post_layer_32/trainer_0/eval_results.json

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+{"l2_loss": 29.555625, "l1_loss": 332.07, "l0": 218.05567626953126, "frac_variance_explained": 0.630546875, "cossim": 0.8128125, "l2_ratio": 0.8125390625, "relative_reconstruction_bias": 1.0046484375, "frac_alive": 0.8422927856445312, "hyperparameters": {"n_inputs": 200, "context_length": 2048}}