{ "architectures": [ "GPTNeoXCodebookModel" ], "codebook_at": [ "attn_preproj", "mlp" ], "codebook_kwargs": {}, "codebook_type": [ "group", "vanilla" ], "k_codebook": [ 1, 1 ], "kmeans_init": false, "kmeans_init_examples": 1000, "kmeans_kwargs": null, "kmeans_path": null, "layers_to_snap": [ 0, 1, 2, 3 ], "loss": "aeloss", "model_type": "codebook", "num_codebooks": [ 4, 1 ], "num_codes": 10000, "replace_codes": false, "similarity_metric": "inner_product", "torch_dtype": "float32", "transformers_version": "4.28.1" }