Hugging Face's logo

facebook
/
w2v-bert-2.0

Feature Extraction
Transformers
Safetensors
wav2vec2-bert
Model card Files Community
29
ylacombe HF staff commited on
Commit
c725945
•
1 Parent(s): 15f40b8

Upload Wav2Vec2ConformerForPreTraining

Browse files
Files changed (2) hide show
  1. config.json +116 -0
  2. model.safetensors +3 -0
config.json ADDED
@@ -0,0 +1,116 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "activation_dropout": 0.0,
3
+ "adapter_kernel_size": 3,
4
+ "adapter_stride": 2,
5
+ "add_adapter": false,
6
+ "apply_spec_augment": false,
7
+ "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": 0.1,
15
+ "contrastive_logits_temperature": 0.1,
16
+ "conv_bias": false,
17
+ "conv_depthwise_kernel_size": 31,
18
+ "conv_dim": [
19
+ 512,
20
+ 512,
21
+ 512,
22
+ 512,
23
+ 512,
24
+ 512,
25
+ 160
26
+ ],
27
+ "conv_kernel": [
28
+ 10,
29
+ 3,
30
+ 3,
31
+ 3,
32
+ 3,
33
+ 2,
34
+ 2
35
+ ],
36
+ "conv_stride": [
37
+ 5,
38
+ 2,
39
+ 2,
40
+ 2,
41
+ 2,
42
+ 2,
43
+ 2
44
+ ],
45
+ "ctc_loss_reduction": "sum",
46
+ "ctc_zero_infinity": false,
47
+ "diversity_loss_weight": 0.1,
48
+ "eos_token_id": 2,
49
+ "feat_extract_activation": "gelu",
50
+ "feat_extract_norm": "group",
51
+ "feat_proj_dropout": 0.0,
52
+ "feat_quantizer_dropout": 0.0,
53
+ "final_dropout": 0.1,
54
+ "hidden_act": "swish",
55
+ "hidden_dropout": 0.0,
56
+ "hidden_size": 1024,
57
+ "initializer_range": 0.02,
58
+ "intermediate_size": 4096,
59
+ "layer_norm_eps": 1e-05,
60
+ "layerdrop": 0.1,
61
+ "left_max_position_embeddings": 64,
62
+ "mask_feature_length": 10,
63
+ "mask_feature_min_masks": 0,
64
+ "mask_feature_prob": 0.0,
65
+ "mask_time_length": 10,
66
+ "mask_time_min_masks": 2,
67
+ "mask_time_prob": 0.05,
68
+ "max_source_positions": 5000,
69
+ "model_type": "wav2vec2-conformer",
70
+ "non_causal_depth_wise_conv": false,
71
+ "num_adapter_layers": 0,
72
+ "num_attention_heads": 16,
73
+ "num_codevector_groups": 2,
74
+ "num_codevectors_per_group": 320,
75
+ "num_conv_pos_embedding_groups": 16,
76
+ "num_conv_pos_embeddings": 128,
77
+ "num_feat_extract_layers": 7,
78
+ "num_hidden_layers": 24,
79
+ "num_negatives": 100,
80
+ "output_hidden_size": 1024,
81
+ "pad_token_id": 0,
82
+ "position_embeddings_type": "relative_key",
83
+ "proj_codevector_dim": 768,
84
+ "right_max_position_embeddings": 8,
85
+ "rotary_embedding_base": 10000,
86
+ "skip_encoder_layer_norm": true,
87
+ "skip_feature_encoder": true,
88
+ "skip_pos_conv_embed": true,
89
+ "tdnn_dilation": [
90
+ 1,
91
+ 2,
92
+ 3,
93
+ 1,
94
+ 1
95
+ ],
96
+ "tdnn_dim": [
97
+ 512,
98
+ 512,
99
+ 512,
100
+ 512,
101
+ 1500
102
+ ],
103
+ "tdnn_kernel": [
104
+ 5,
105
+ 3,
106
+ 3,
107
+ 1,
108
+ 1
109
+ ],
110
+ "torch_dtype": "float32",
111
+ "transformers_version": "4.37.0.dev0",
112
+ "use_adapter_with_attention": false,
113
+ "use_weighted_layer_sum": false,
114
+ "vocab_size": null,
115
+ "xvector_output_dim": 512
116
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5f09e925ebc936861e5d1f7320aff6e7bdd7f059c3becc3cffe79e1163eb09d7
3
+ size 2328985440