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{ |
|
"_name_or_path": "facebook/wav2vec2-conformer-rel-pos-large", |
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"activation_dropout": 0.1, |
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"adapter_kernel_size": 3, |
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"adapter_stride": 2, |
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"add_adapter": false, |
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"apply_spec_augment": true, |
|
"architectures": [ |
|
"Wav2Vec2ConformerForSequenceClassification" |
|
], |
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"attention_dropout": 0.1, |
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"bos_token_id": 1, |
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"classifier_proj_size": 256, |
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"codevector_dim": 768, |
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"conformer_conv_dropout": 0.1, |
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"contrastive_logits_temperature": 0.1, |
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"conv_bias": true, |
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"conv_depthwise_kernel_size": 31, |
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"conv_dim": [ |
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512, |
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512, |
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512, |
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512, |
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512, |
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512, |
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512 |
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], |
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"conv_kernel": [ |
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10, |
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3, |
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3, |
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3, |
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3, |
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2, |
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2 |
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], |
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"conv_stride": [ |
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5, |
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2, |
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2, |
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2, |
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2, |
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2, |
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2 |
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], |
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"ctc_loss_reduction": "sum", |
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"ctc_zero_infinity": false, |
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"diversity_loss_weight": 0.1, |
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"do_stable_layer_norm": true, |
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"eos_token_id": 2, |
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"feat_extract_activation": "gelu", |
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"feat_extract_dropout": 0.0, |
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"feat_extract_norm": "layer", |
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"feat_proj_dropout": 0.1, |
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"feat_quantizer_dropout": 0.0, |
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"final_dropout": 0.1, |
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"gradient_checkpointing": false, |
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"hidden_act": "swish", |
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"hidden_dropout": 0.1, |
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"hidden_dropout_prob": 0.1, |
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"hidden_size": 1024, |
|
"id2label": { |
|
"0": "yes", |
|
"1": "no", |
|
"10": "zero", |
|
"11": "one", |
|
"12": "two", |
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"13": "three", |
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"14": "four", |
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"15": "five", |
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"16": "six", |
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"17": "seven", |
|
"18": "eight", |
|
"19": "nine", |
|
"2": "up", |
|
"20": "bed", |
|
"21": "bird", |
|
"22": "cat", |
|
"23": "dog", |
|
"24": "happy", |
|
"25": "house", |
|
"26": "marvin", |
|
"27": "sheila", |
|
"28": "tree", |
|
"29": "wow", |
|
"3": "down", |
|
"30": "backward", |
|
"31": "forward", |
|
"32": "follow", |
|
"33": "learn", |
|
"34": "visual", |
|
"35": "_silence_", |
|
"4": "left", |
|
"5": "right", |
|
"6": "on", |
|
"7": "off", |
|
"8": "stop", |
|
"9": "go" |
|
}, |
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"initializer_range": 0.02, |
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"intermediate_size": 4096, |
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"label2id": { |
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"_silence_": "35", |
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"backward": "30", |
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"bed": "20", |
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"bird": "21", |
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"cat": "22", |
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"dog": "23", |
|
"down": "3", |
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"eight": "18", |
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"five": "15", |
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"follow": "32", |
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"forward": "31", |
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"four": "14", |
|
"go": "9", |
|
"happy": "24", |
|
"house": "25", |
|
"learn": "33", |
|
"left": "4", |
|
"marvin": "26", |
|
"nine": "19", |
|
"no": "1", |
|
"off": "7", |
|
"on": "6", |
|
"one": "11", |
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"right": "5", |
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"seven": "17", |
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"sheila": "27", |
|
"six": "16", |
|
"stop": "8", |
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"three": "13", |
|
"tree": "28", |
|
"two": "12", |
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"up": "2", |
|
"visual": "34", |
|
"wow": "29", |
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"yes": "0", |
|
"zero": "10" |
|
}, |
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"layer_norm_eps": 1e-05, |
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"layerdrop": 0.0, |
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"mask_feature_length": 10, |
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"mask_feature_min_masks": 0, |
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"mask_feature_prob": 0.0, |
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"mask_time_length": 10, |
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"mask_time_min_masks": 2, |
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"mask_time_prob": 0.05, |
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"max_source_positions": 5000, |
|
"model_type": "wav2vec2-conformer", |
|
"num_adapter_layers": 3, |
|
"num_attention_heads": 16, |
|
"num_codevector_groups": 2, |
|
"num_codevectors_per_group": 320, |
|
"num_conv_pos_embedding_groups": 16, |
|
"num_conv_pos_embeddings": 128, |
|
"num_feat_extract_layers": 7, |
|
"num_hidden_layers": 24, |
|
"num_negatives": 100, |
|
"output_hidden_size": 1024, |
|
"pad_token_id": 0, |
|
"position_embeddings_type": "relative", |
|
"proj_codevector_dim": 768, |
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"rotary_embedding_base": 10000, |
|
"tdnn_dilation": [ |
|
1, |
|
2, |
|
3, |
|
1, |
|
1 |
|
], |
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"tdnn_dim": [ |
|
512, |
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512, |
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512, |
|
512, |
|
1500 |
|
], |
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"tdnn_kernel": [ |
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5, |
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3, |
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3, |
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1, |
|
1 |
|
], |
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"torch_dtype": "float32", |
|
"transformers_version": "4.20.1", |
|
"use_weighted_layer_sum": false, |
|
"vocab_size": null, |
|
"xvector_output_dim": 512 |
|
} |
|
|