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anzorq
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w2v-bert-2.0-kbd-v2

Automatic Speech Recognition
Transformers
Safetensors
Kabardian
wav2vec2-bert
Inference Endpoints
Model card Files Community
anzorq commited on
Commit
16a508e
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1 Parent(s): 4cbc750

Training in progress, step 1000

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Files changed (4) hide show
  1. config.json +82 -0
  2. model.safetensors +3 -0
  3. preprocessor_config.json +11 -0
  4. training_args.bin +3 -0
config.json ADDED
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+ {
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+ "_name_or_path": "facebook/w2v-bert-2.0",
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+ "activation_dropout": 0.0,
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+ "adapter_act": "relu",
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+ "adapter_kernel_size": 3,
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+ "adapter_stride": 2,
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+ "add_adapter": true,
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+ "apply_spec_augment": false,
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+ "architectures": [
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+ "Wav2Vec2BertForCTC"
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+ ],
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 1,
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+ "classifier_proj_size": 768,
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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_depthwise_kernel_size": 31,
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+ "ctc_loss_reduction": "mean",
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+ "diversity_loss_weight": 0.1,
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+ "eos_token_id": 2,
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+ "feature_projection_input_dim": 160,
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+ "final_dropout": 0.1,
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+ "hidden_act": "swish",
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+ "hidden_dropout": 0.0,
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+ "hidden_size": 1024,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 4096,
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+ "layer_norm_eps": 1e-05,
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+ "layerdrop": 0.0,
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+ "left_max_position_embeddings": 64,
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+ "mask_time_min_masks": 2,
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+ "mask_time_prob": 0.0,
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+ "max_source_positions": 5000,
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+ "model_type": "wav2vec2-bert",
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+ "num_adapter_layers": 1,
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+ "num_attention_heads": 16,
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+ "num_codevector_groups": 2,
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+ "num_codevectors_per_group": 320,
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+ "num_hidden_layers": 24,
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+ "num_negatives": 100,
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+ "output_hidden_size": 1024,
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+ "pad_token_id": 46,
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+ "position_embeddings_type": "relative_key",
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+ "proj_codevector_dim": 768,
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+ "right_max_position_embeddings": 8,
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+ "rotary_embedding_base": 10000,
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+ "tdnn_dim": [
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+ "tdnn_kernel": [
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.40.2",
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+ "use_intermediate_ffn_before_adapter": false,
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+ "use_weighted_layer_sum": false,
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+ "vocab_size": 49,
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+ "xvector_output_dim": 512
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+ }
model.safetensors ADDED
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preprocessor_config.json ADDED
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+ {
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+ "feature_size": 80,
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+ "num_mel_bins": 80,
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+ "padding_side": "right",
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+ "padding_value": 0.0,
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+ "processor_class": "Wav2Vec2BertProcessor",
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+ "return_attention_mask": true,
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+ "sampling_rate": 16000,
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+ "stride": 2
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+ }
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