| { | |
| "_name_or_path": "ntu-spml/distilhubert", | |
| "activation_dropout": 0.1, | |
| "apply_spec_augment": false, | |
| "architectures": [ | |
| "HubertForSequenceClassification" | |
| ], | |
| "attention_dropout": 0.1, | |
| "bos_token_id": 1, | |
| "classifier_proj_size": 256, | |
| "conv_bias": false, | |
| "conv_dim": [ | |
| 512, | |
| 512, | |
| 512, | |
| 512, | |
| 512, | |
| 512, | |
| 512 | |
| ], | |
| "conv_kernel": [ | |
| 10, | |
| 3, | |
| 3, | |
| 3, | |
| 3, | |
| 2, | |
| 2 | |
| ], | |
| "conv_stride": [ | |
| 5, | |
| 2, | |
| 2, | |
| 2, | |
| 2, | |
| 2, | |
| 2 | |
| ], | |
| "ctc_loss_reduction": "sum", | |
| "ctc_zero_infinity": false, | |
| "do_stable_layer_norm": false, | |
| "eos_token_id": 2, | |
| "feat_extract_activation": "gelu", | |
| "feat_extract_norm": "group", | |
| "feat_proj_dropout": 0.0, | |
| "feat_proj_layer_norm": false, | |
| "final_dropout": 0.0, | |
| "hidden_act": "gelu", | |
| "hidden_dropout": 0.1, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "AD", | |
| "1": "AS", | |
| "10": "normal_MARS500", | |
| "11": "normal_NHC", | |
| "2": "Benign", | |
| "3": "CAD", | |
| "4": "Controls", | |
| "5": "MPC", | |
| "6": "MR", | |
| "7": "MVP", | |
| "8": "Pathologic", | |
| "9": "normal" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "AD": "0", | |
| "AS": "1", | |
| "Benign": "2", | |
| "CAD": "3", | |
| "Controls": "4", | |
| "MPC": "5", | |
| "MR": "6", | |
| "MVP": "7", | |
| "Pathologic": "8", | |
| "normal": "9", | |
| "normal_MARS500": "10", | |
| "normal_NHC": "11" | |
| }, | |
| "layer_norm_eps": 1e-05, | |
| "layerdrop": 0.0, | |
| "mask_feature_length": 10, | |
| "mask_feature_min_masks": 0, | |
| "mask_feature_prob": 0.0, | |
| "mask_time_length": 10, | |
| "mask_time_min_masks": 2, | |
| "mask_time_prob": 0.05, | |
| "model_type": "hubert", | |
| "num_attention_heads": 12, | |
| "num_conv_pos_embedding_groups": 16, | |
| "num_conv_pos_embeddings": 128, | |
| "num_feat_extract_layers": 7, | |
| "num_hidden_layers": 2, | |
| "pad_token_id": 0, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.36.2", | |
| "use_weighted_layer_sum": false, | |
| "vocab_size": 32 | |
| } | |