|
{ |
|
"_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 |
|
} |
|
|