| { | |
| "_name_or_path": "facebook/hubert-base-ls960", | |
| "activation_dropout": 0.1, | |
| "apply_spec_augment": true, | |
| "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_dropout": 0.0, | |
| "feat_extract_norm": "group", | |
| "feat_proj_dropout": 0.1, | |
| "final_dropout": 0.1, | |
| "gradient_checkpointing": false, | |
| "hidden_act": "gelu", | |
| "hidden_dropout": 0.1, | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "change language", | |
| "1": "activate", | |
| "2": "deactivate", | |
| "3": "increase", | |
| "4": "decrease", | |
| "5": "bring", | |
| "6": "none_object", | |
| "7": "music", | |
| "8": "lights", | |
| "9": "volume", | |
| "10": "heat", | |
| "11": "lamp", | |
| "12": "newspaper", | |
| "13": "juice", | |
| "14": "socks", | |
| "15": "Chinese", | |
| "16": "Korean", | |
| "17": "English", | |
| "18": "German", | |
| "19": "shoes", | |
| "20": "none_location", | |
| "21": "kitchen", | |
| "22": "bedroom", | |
| "23": "washroom" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "Chinese": 15, | |
| "English": 17, | |
| "German": 18, | |
| "Korean": 16, | |
| "activate": 1, | |
| "bedroom": 22, | |
| "bring": 5, | |
| "change language": 0, | |
| "deactivate": 2, | |
| "decrease": 4, | |
| "heat": 10, | |
| "increase": 3, | |
| "juice": 13, | |
| "kitchen": 21, | |
| "lamp": 11, | |
| "lights": 8, | |
| "music": 7, | |
| "newspaper": 12, | |
| "none_location": 20, | |
| "none_object": 6, | |
| "shoes": 19, | |
| "socks": 14, | |
| "volume": 9, | |
| "washroom": 23 | |
| }, | |
| "layer_norm_eps": 1e-05, | |
| "layerdrop": 0.1, | |
| "mask_feature_length": 10, | |
| "mask_feature_prob": 0.0, | |
| "mask_time_length": 10, | |
| "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": 12, | |
| "pad_token_id": 0, | |
| "problem_type": "single_label_classification", | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.10.0.dev0", | |
| "use_weighted_layer_sum": true, | |
| "vocab_size": 32 | |
| } | |