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b164dfe
1 Parent(s): 8e80536

Upload Wav2Vec2BERTForPreTraining

Browse files
Files changed (2) hide show
  1. config.json +8 -44
  2. model.safetensors +2 -2
config.json CHANGED
@@ -5,53 +5,24 @@
5
  "add_adapter": false,
6
  "apply_spec_augment": false,
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  "architectures": [
8
- "Wav2Vec2ConformerForPreTraining"
9
  ],
10
  "attention_dropout": 0.0,
11
  "bos_token_id": 1,
12
  "classifier_proj_size": 768,
13
  "codevector_dim": 768,
14
- "conformer_conv_dropout": 0.0,
15
  "contrastive_logits_temperature": 0.1,
16
- "conv_bias": false,
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  "conv_depthwise_kernel_size": 31,
18
- "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": [
28
- 10,
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- 3,
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- 3,
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- 3,
32
- 3,
33
- 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,
43
- 2
44
- ],
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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",
50
- "feat_extract_norm": "group",
51
  "feat_proj_dropout": 0.0,
52
  "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,
@@ -64,17 +35,13 @@
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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": 0.00,
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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,
@@ -83,9 +50,6 @@
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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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  1,
91
  2,
@@ -109,7 +73,7 @@
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  ],
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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,
115
  "xvector_output_dim": 512
 
5
  "add_adapter": false,
6
  "apply_spec_augment": false,
7
  "architectures": [
8
+ "Wav2Vec2BERTForPreTraining"
9
  ],
10
  "attention_dropout": 0.0,
11
  "bos_token_id": 1,
12
  "classifier_proj_size": 768,
13
  "codevector_dim": 768,
14
+ "conformer_conv_dropout": 0.1,
15
  "contrastive_logits_temperature": 0.1,
 
16
  "conv_depthwise_kernel_size": 31,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
17
  "ctc_loss_reduction": "sum",
18
  "ctc_zero_infinity": false,
19
  "diversity_loss_weight": 0.1,
20
  "eos_token_id": 2,
 
 
21
  "feat_proj_dropout": 0.0,
22
  "feat_quantizer_dropout": 0.0,
23
+ "feature_projection_input_dim": 160,
24
  "final_dropout": 0.1,
25
+ "hidden_act": "gelu",
26
  "hidden_dropout": 0.0,
27
  "hidden_size": 1024,
28
  "initializer_range": 0.02,
 
35
  "mask_feature_prob": 0.0,
36
  "mask_time_length": 10,
37
  "mask_time_min_masks": 2,
38
+ "mask_time_prob": 0.05,
39
  "max_source_positions": 5000,
40
+ "model_type": "wav2vec2-bert",
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+ "num_adapter_layers": 1,
 
42
  "num_attention_heads": 16,
43
  "num_codevector_groups": 2,
44
  "num_codevectors_per_group": 320,
 
 
 
45
  "num_hidden_layers": 24,
46
  "num_negatives": 100,
47
  "output_hidden_size": 1024,
 
50
  "proj_codevector_dim": 768,
51
  "right_max_position_embeddings": 8,
52
  "rotary_embedding_base": 10000,
 
 
 
53
  "tdnn_dilation": [
54
  1,
55
  2,
 
73
  ],
74
  "torch_dtype": "float32",
75
  "transformers_version": "4.37.0.dev0",
76
+ "use_intermediate_ffn_before_adapter": false,
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  "use_weighted_layer_sum": false,
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  "vocab_size": null,
79
  "xvector_output_dim": 512
model.safetensors CHANGED
@@ -1,3 +1,3 @@
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- size 2328985440
 
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