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whisper-large

Automatic Speech Recognition
Transformers.js
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whisper
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Upload quant_config.json

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  1. quant_config.json +75 -49
quant_config.json CHANGED
@@ -2,88 +2,114 @@
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  "per_channel": false,
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  "reduce_range": false,
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  "per_model_config": {
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- "encoder_model": {
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  "op_types": [
 
 
 
 
 
 
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  "Erf",
 
 
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  "Sub",
 
 
 
 
 
 
 
 
 
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  "Pow",
 
 
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  "Reshape",
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- "ReduceMean",
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- "MatMul",
13
- "Constant",
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- "Conv",
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- "Div",
16
- "Gather",
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  "Mul",
18
- "Unsqueeze",
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- "Concat",
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- "Shape",
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- "Sqrt",
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  "Transpose",
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- "Softmax",
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- "Add"
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  ],
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- "weight_type": "QUInt8"
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  },
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- "decoder_model": {
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  "op_types": [
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- "MatMul",
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- "Constant",
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  "Gather",
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  "Concat",
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- "Cast",
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- "Squeeze",
36
- "Softmax",
37
- "Range",
38
- "Equal",
39
- "Mul",
40
  "Less",
 
 
41
  "Erf",
42
- "Reshape",
43
- "Pow",
44
- "Div",
45
- "Expand",
46
- "Slice",
47
  "Add",
48
- "ConstantOfShape",
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  "Sub",
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- "ReduceMean",
 
 
 
 
 
 
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  "Where",
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- "Unsqueeze",
 
 
 
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  "Shape",
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- "Sqrt",
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- "Transpose"
 
 
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  ],
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  "weight_type": "QInt8"
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  },
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- "decoder_model_merged": {
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  "op_types": [
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- "If"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ],
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  "weight_type": "QInt8"
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  },
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- "decoder_with_past_model": {
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  "op_types": [
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- "Erf",
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- "Reshape",
69
- "Sub",
70
- "Pow",
71
- "ReduceMean",
72
- "MatMul",
73
- "Constant",
74
- "Gather",
75
  "Div",
76
- "Unsqueeze",
77
  "Concat",
78
- "Slice",
 
 
 
79
  "Mul",
80
- "Shape",
81
- "Sqrt",
82
  "Transpose",
 
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  "Softmax",
 
 
 
 
 
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  "Add"
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  ],
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- "weight_type": "QInt8"
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  }
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  }
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  }
 
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  "per_channel": false,
3
  "reduce_range": false,
4
  "per_model_config": {
5
+ "decoder_model": {
6
  "op_types": [
7
+ "Div",
8
+ "Concat",
9
+ "Gather",
10
+ "Less",
11
+ "ReduceMean",
12
+ "MatMul",
13
  "Erf",
14
+ "Add",
15
+ "Expand",
16
  "Sub",
17
+ "ConstantOfShape",
18
+ "Range",
19
+ "Sqrt",
20
+ "Slice",
21
+ "Squeeze",
22
+ "Cast",
23
+ "Equal",
24
+ "Where",
25
+ "Constant",
26
  "Pow",
27
+ "Softmax",
28
+ "Shape",
29
  "Reshape",
 
 
 
 
 
 
30
  "Mul",
 
 
 
 
31
  "Transpose",
32
+ "Unsqueeze"
 
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  ],
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+ "weight_type": "QInt8"
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  },
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+ "decoder_model_merged": {
37
  "op_types": [
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+ "Div",
 
39
  "Gather",
40
  "Concat",
 
 
 
 
 
 
41
  "Less",
42
+ "ReduceMean",
43
+ "MatMul",
44
  "Erf",
 
 
 
 
 
45
  "Add",
46
+ "Expand",
47
  "Sub",
48
+ "ConstantOfShape",
49
+ "Range",
50
+ "Sqrt",
51
+ "Slice",
52
+ "Squeeze",
53
+ "Cast",
54
+ "Equal",
55
  "Where",
56
+ "If",
57
+ "Constant",
58
+ "Pow",
59
+ "Softmax",
60
  "Shape",
61
+ "Reshape",
62
+ "Mul",
63
+ "Transpose",
64
+ "Unsqueeze"
65
  ],
66
  "weight_type": "QInt8"
67
  },
68
+ "decoder_with_past_model": {
69
  "op_types": [
70
+ "Div",
71
+ "Concat",
72
+ "Gather",
73
+ "Constant",
74
+ "Pow",
75
+ "Sub",
76
+ "Mul",
77
+ "Transpose",
78
+ "Add",
79
+ "MatMul",
80
+ "Softmax",
81
+ "Sqrt",
82
+ "Slice",
83
+ "Shape",
84
+ "Reshape",
85
+ "ReduceMean",
86
+ "Erf",
87
+ "Unsqueeze"
88
  ],
89
  "weight_type": "QInt8"
90
  },
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+ "encoder_model": {
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  "op_types": [
 
 
 
 
 
 
 
 
93
  "Div",
94
+ "Gather",
95
  "Concat",
96
+ "Constant",
97
+ "Pow",
98
+ "Sub",
99
+ "Unsqueeze",
100
  "Mul",
101
+ "Conv",
 
102
  "Transpose",
103
+ "MatMul",
104
  "Softmax",
105
+ "Sqrt",
106
+ "Shape",
107
+ "Reshape",
108
+ "ReduceMean",
109
+ "Erf",
110
  "Add"
111
  ],
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+ "weight_type": "QUInt8"
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  }
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  }
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  }