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wav2vec2-bert
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27

Upload Wav2Vec2ConformerForPreTraining

#6
by ylacombe HF staff - opened
base: refs/heads/main
←
from: refs/pr/6
Discussion Files changed
+119
-0
Files changed (2) hide show
  1. config.json +116 -0
  2. model.safetensors +3 -0
config.json ADDED
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+ {
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+ "activation_dropout": 0.0,
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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": false,
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+ "architectures": [
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+ "Wav2Vec2ConformerForPreTraining"
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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_bias": false,
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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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+ 160
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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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+ 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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+ ],
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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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+ "eos_token_id": 2,
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+ "feat_extract_activation": "gelu",
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+ "feat_extract_norm": "group",
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+ "feat_proj_dropout": 0.0,
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+ "feat_quantizer_dropout": 0.0,
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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": 0.1,
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+ "left_max_position_embeddings": 64,
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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,
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+ "model_type": "wav2vec2-conformer",
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+ "non_causal_depth_wise_conv": false,
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+ "num_adapter_layers": 0,
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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_conv_pos_embedding_groups": 16,
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+ "num_conv_pos_embeddings": 128,
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+ "num_feat_extract_layers": 7,
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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": 0,
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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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+ "skip_encoder_layer_norm": true,
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+ "skip_feature_encoder": true,
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+ "skip_pos_conv_embed": true,
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+ "tdnn_dilation": [
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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": "4.37.0.dev0",
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+ "use_adapter_with_attention": false,
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+ "use_weighted_layer_sum": false,
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+ "vocab_size": null,
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+ "xvector_output_dim": 512
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+ }
model.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 2328985440