Hugging Face's logo

FluidInference
/
kokoro-82m-coreml

Text-to-Speech
Core ML
English
Model card Files
xet
 Community
3
alexwengg commited on
Commit
3ef865c
·
verified ·
1 Parent(s): ba21d6f

Upload 16 files

Browse files
Files changed (16) hide show
  1. kokoro_21_15s_v2.mlmodelc/analytics/coremldata.bin +3 -0
  2. kokoro_21_15s_v2.mlmodelc/coremldata.bin +3 -0
  3. kokoro_21_15s_v2.mlmodelc/metadata.json +170 -0
  4. kokoro_21_15s_v2.mlmodelc/model.mil +0 -0
  5. kokoro_21_15s_v2.mlmodelc/weights/weight.bin +3 -0
  6. kokoro_21_15s_v2.mlpackage/Data/com.apple.CoreML/model.mlmodel +3 -0
  7. kokoro_21_15s_v2.mlpackage/Data/com.apple.CoreML/weights/weight.bin +3 -0
  8. kokoro_21_15s_v2.mlpackage/Manifest.json +18 -0
  9. kokoro_21_5s_v2.mlmodelc/analytics/coremldata.bin +3 -0
  10. kokoro_21_5s_v2.mlmodelc/coremldata.bin +3 -0
  11. kokoro_21_5s_v2.mlmodelc/metadata.json +170 -0
  12. kokoro_21_5s_v2.mlmodelc/model.mil +0 -0
  13. kokoro_21_5s_v2.mlmodelc/weights/weight.bin +3 -0
  14. kokoro_21_5s_v2.mlpackage/Data/com.apple.CoreML/model.mlmodel +3 -0
  15. kokoro_21_5s_v2.mlpackage/Data/com.apple.CoreML/weights/weight.bin +3 -0
  16. kokoro_21_5s_v2.mlpackage/Manifest.json +18 -0
kokoro_21_15s_v2.mlmodelc/analytics/coremldata.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:98056938f41a2ef760af9f6741fb7d7ddef4b1440e1c29c51705d3d395953da5
3
+ size 243
kokoro_21_15s_v2.mlmodelc/coremldata.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ae6390fd9769c83728843f1a3c91ce268c84dc0332e9dd03f548df060c777f8b
3
+ size 545
kokoro_21_15s_v2.mlmodelc/metadata.json ADDED
@@ -0,0 +1,170 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "metadataOutputVersion" : "3.0",
4
+ "storagePrecision" : "Mixed (Float16, Float32)",
5
+ "outputSchema" : [
6
+ {
7
+ "hasShapeFlexibility" : "0",
8
+ "isOptional" : "0",
9
+ "dataType" : "Float32",
10
+ "formattedType" : "MultiArray (Float32 1 × 1 × 360000)",
11
+ "shortDescription" : "",
12
+ "shape" : "[1, 1, 360000]",
13
+ "name" : "audio",
14
+ "type" : "MultiArray"
15
+ },
16
+ {
17
+ "hasShapeFlexibility" : "0",
18
+ "isOptional" : "0",
19
+ "dataType" : "Int32",
20
+ "formattedType" : "MultiArray (Int32 1)",
21
+ "shortDescription" : "",
22
+ "shape" : "[1]",
23
+ "name" : "audio_length_samples",
24
+ "type" : "MultiArray"
25
+ },
26
+ {
27
+ "hasShapeFlexibility" : "0",
28
+ "isOptional" : "0",
29
+ "dataType" : "Float32",
30
+ "formattedType" : "MultiArray (Float32 1 × 124)",
31
+ "shortDescription" : "",
32
+ "shape" : "[1, 124]",
33
+ "name" : "pred_dur",
34
+ "type" : "MultiArray"
35
+ }
36
+ ],
37
+ "modelParameters" : [
38
+
39
+ ],
40
+ "specificationVersion" : 8,
41
+ "mlProgramOperationTypeHistogram" : {
42
+ "Tile" : 3,
43
+ "Ios17.greaterEqual" : 3,
44
+ "Ios17.gather" : 2,
45
+ "Ios17.greater" : 2,
46
+ "Ios17.atan" : 1,
47
+ "Ios17.cos" : 1,
48
+ "Ios17.exp" : 1,
49
+ "UpsampleNearestNeighbor" : 4,
50
+ "Ios17.sub" : 8,
51
+ "Ios17.instanceNorm" : 65,
52
+ "Ios17.clip" : 4,
53
+ "Ios16.reduceSum" : 2,
54
+ "Ios17.leakyRelu" : 28,
55
+ "Ios16.cumsum" : 2,
56
+ "Ios17.equal" : 4,
57
+ "Pad" : 3,
58
+ "Shape" : 1,
59
+ "Ios17.round" : 2,
60
+ "Ios17.sliceByIndex" : 14,
61
+ "Ios17.lstm" : 6,
62
+ "Ios17.concat" : 11,
63
+ "Ios17.pow" : 50,
64
+ "Range1d" : 1,
65
+ "Ios17.sqrt" : 1,
66
+ "NonZero" : 1,
67
+ "Ios17.convTranspose" : 7,
68
+ "Ios17.floor" : 1,
69
+ "Ios17.expandDims" : 15,
70
+ "Ios17.less" : 5,
71
+ "Ios17.mul" : 216,
72
+ "Ios17.transpose" : 82,
73
+ "Ios17.matmul" : 26,
74
+ "Ios16.sigmoid" : 2,
75
+ "Ios16.gelu" : 12,
76
+ "Ios17.conv" : 90,
77
+ "Ios17.reshape" : 126,
78
+ "Split" : 73,
79
+ "Ios17.cast" : 27,
80
+ "Ios17.squeeze" : 6,
81
+ "Ios17.scatter" : 1,
82
+ "Ios17.linear" : 149,
83
+ "Ios17.sin" : 51,
84
+ "Ios17.tanh" : 1,
85
+ "Ios17.realDiv" : 1,
86
+ "Select" : 13,
87
+ "Ios17.scatterNd" : 1,
88
+ "Ios16.softmax" : 12,
89
+ "Ios17.add" : 284,
90
+ "Ios17.layerNorm" : 31,
91
+ "Ios17.logicalAnd" : 8
92
+ },
93
+ "computePrecision" : "Mixed (Float16, Float32, Int16, Int32, UInt16)",
94
+ "isUpdatable" : "0",
95
+ "stateSchema" : [
96
+
97
+ ],
98
+ "availability" : {
99
+ "macOS" : "14.0",
100
+ "tvOS" : "17.0",
101
+ "visionOS" : "1.0",
102
+ "watchOS" : "10.0",
103
+ "iOS" : "17.0",
104
+ "macCatalyst" : "17.0"
105
+ },
106
+ "modelType" : {
107
+ "name" : "MLModelType_mlProgram"
108
+ },
109
+ "userDefinedMetadata" : {
110
+ "com.github.apple.coremltools.conversion_date" : "2026-03-21",
111
+ "com.github.apple.coremltools.source" : "torch==2.7.1",
112
+ "com.github.apple.coremltools.version" : "9.0",
113
+ "com.github.apple.coremltools.source_dialect" : "TorchScript"
114
+ },
115
+ "inputSchema" : [
116
+ {
117
+ "hasShapeFlexibility" : "0",
118
+ "isOptional" : "0",
119
+ "dataType" : "Int32",
120
+ "formattedType" : "MultiArray (Int32 1 × 124)",
121
+ "shortDescription" : "",
122
+ "shape" : "[1, 124]",
123
+ "name" : "input_ids",
124
+ "type" : "MultiArray"
125
+ },
126
+ {
127
+ "hasShapeFlexibility" : "0",
128
+ "isOptional" : "0",
129
+ "dataType" : "Float32",
130
+ "formattedType" : "MultiArray (Float32 1 × 256)",
131
+ "shortDescription" : "",
132
+ "shape" : "[1, 256]",
133
+ "name" : "ref_s",
134
+ "type" : "MultiArray"
135
+ },
136
+ {
137
+ "hasShapeFlexibility" : "0",
138
+ "isOptional" : "0",
139
+ "dataType" : "Float32",
140
+ "formattedType" : "MultiArray (Float32 1 × 9)",
141
+ "shortDescription" : "",
142
+ "shape" : "[1, 9]",
143
+ "name" : "random_phases",
144
+ "type" : "MultiArray"
145
+ },
146
+ {
147
+ "hasShapeFlexibility" : "0",
148
+ "isOptional" : "0",
149
+ "dataType" : "Int32",
150
+ "formattedType" : "MultiArray (Int32 1 × 124)",
151
+ "shortDescription" : "",
152
+ "shape" : "[1, 124]",
153
+ "name" : "attention_mask",
154
+ "type" : "MultiArray"
155
+ },
156
+ {
157
+ "hasShapeFlexibility" : "0",
158
+ "isOptional" : "0",
159
+ "dataType" : "Float32",
160
+ "formattedType" : "MultiArray (Float32 1 × 360000 × 9)",
161
+ "shortDescription" : "",
162
+ "shape" : "[1, 360000, 9]",
163
+ "name" : "source_noise",
164
+ "type" : "MultiArray"
165
+ }
166
+ ],
167
+ "generatedClassName" : "kokoro_21_15s_ane",
168
+ "method" : "predict"
169
+ }
170
+ ]
kokoro_21_15s_v2.mlmodelc/model.mil ADDED
The diff for this file is too large to render. See raw diff
 
kokoro_21_15s_v2.mlmodelc/weights/weight.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7aa5469c6b469bca8c6e772b475cbd7d066377afcc9cd0154edb8e11e5c5b736
3
+ size 162257080
kokoro_21_15s_v2.mlpackage/Data/com.apple.CoreML/model.mlmodel ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:48d548d7d7b75d0d3e0f77b9f9de90cad6383af1f6c6e0a6aacb9b600c510a30
3
+ size 576274
kokoro_21_15s_v2.mlpackage/Data/com.apple.CoreML/weights/weight.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7aa5469c6b469bca8c6e772b475cbd7d066377afcc9cd0154edb8e11e5c5b736
3
+ size 162257080
kokoro_21_15s_v2.mlpackage/Manifest.json ADDED
@@ -0,0 +1,18 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "fileFormatVersion": "1.0.0",
3
+ "itemInfoEntries": {
4
+ "D974E295-E30C-481D-BFAB-3FE13FA78817": {
5
+ "author": "com.apple.CoreML",
6
+ "description": "CoreML Model Specification",
7
+ "name": "model.mlmodel",
8
+ "path": "com.apple.CoreML/model.mlmodel"
9
+ },
10
+ "F624F2C4-88B1-4848-B5C7-125F256DEEAE": {
11
+ "author": "com.apple.CoreML",
12
+ "description": "CoreML Model Weights",
13
+ "name": "weights",
14
+ "path": "com.apple.CoreML/weights"
15
+ }
16
+ },
17
+ "rootModelIdentifier": "D974E295-E30C-481D-BFAB-3FE13FA78817"
18
+ }
kokoro_21_5s_v2.mlmodelc/analytics/coremldata.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:58f1512e54f729e2678e12045e72fab3aace59b4c7ed999e3075fcbb48cb26f9
3
+ size 243
kokoro_21_5s_v2.mlmodelc/coremldata.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f3fe97863730d27f4768691145a316ab9ede9fd5c88f221f111f32921919fef6
3
+ size 545
kokoro_21_5s_v2.mlmodelc/metadata.json ADDED
@@ -0,0 +1,170 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ {
3
+ "metadataOutputVersion" : "3.0",
4
+ "storagePrecision" : "Mixed (Float16, Float32)",
5
+ "outputSchema" : [
6
+ {
7
+ "hasShapeFlexibility" : "0",
8
+ "isOptional" : "0",
9
+ "dataType" : "Float32",
10
+ "formattedType" : "MultiArray (Float32 1 × 1 × 120000)",
11
+ "shortDescription" : "",
12
+ "shape" : "[1, 1, 120000]",
13
+ "name" : "audio",
14
+ "type" : "MultiArray"
15
+ },
16
+ {
17
+ "hasShapeFlexibility" : "0",
18
+ "isOptional" : "0",
19
+ "dataType" : "Int32",
20
+ "formattedType" : "MultiArray (Int32 1)",
21
+ "shortDescription" : "",
22
+ "shape" : "[1]",
23
+ "name" : "audio_length_samples",
24
+ "type" : "MultiArray"
25
+ },
26
+ {
27
+ "hasShapeFlexibility" : "0",
28
+ "isOptional" : "0",
29
+ "dataType" : "Float32",
30
+ "formattedType" : "MultiArray (Float32 1 × 124)",
31
+ "shortDescription" : "",
32
+ "shape" : "[1, 124]",
33
+ "name" : "pred_dur",
34
+ "type" : "MultiArray"
35
+ }
36
+ ],
37
+ "modelParameters" : [
38
+
39
+ ],
40
+ "specificationVersion" : 8,
41
+ "mlProgramOperationTypeHistogram" : {
42
+ "Tile" : 3,
43
+ "Ios17.greaterEqual" : 3,
44
+ "Ios17.gather" : 2,
45
+ "Ios17.greater" : 2,
46
+ "Ios17.atan" : 1,
47
+ "Ios17.cos" : 1,
48
+ "Ios17.exp" : 1,
49
+ "UpsampleNearestNeighbor" : 4,
50
+ "Ios17.sub" : 8,
51
+ "Ios17.instanceNorm" : 65,
52
+ "Ios17.clip" : 4,
53
+ "Ios16.reduceSum" : 2,
54
+ "Ios17.leakyRelu" : 28,
55
+ "Ios16.cumsum" : 2,
56
+ "Ios17.equal" : 4,
57
+ "Pad" : 3,
58
+ "Shape" : 1,
59
+ "Ios17.round" : 2,
60
+ "Ios17.sliceByIndex" : 14,
61
+ "Ios17.lstm" : 6,
62
+ "Ios17.concat" : 11,
63
+ "Ios17.pow" : 50,
64
+ "Range1d" : 1,
65
+ "Ios17.sqrt" : 1,
66
+ "NonZero" : 1,
67
+ "Ios17.convTranspose" : 7,
68
+ "Ios17.floor" : 1,
69
+ "Ios17.expandDims" : 15,
70
+ "Ios17.less" : 5,
71
+ "Ios17.mul" : 216,
72
+ "Ios17.transpose" : 82,
73
+ "Ios17.matmul" : 26,
74
+ "Ios16.sigmoid" : 2,
75
+ "Ios16.gelu" : 12,
76
+ "Ios17.conv" : 90,
77
+ "Ios17.reshape" : 126,
78
+ "Split" : 73,
79
+ "Ios17.cast" : 27,
80
+ "Ios17.squeeze" : 6,
81
+ "Ios17.scatter" : 1,
82
+ "Ios17.linear" : 149,
83
+ "Ios17.sin" : 51,
84
+ "Ios17.tanh" : 1,
85
+ "Ios17.realDiv" : 1,
86
+ "Select" : 13,
87
+ "Ios17.scatterNd" : 1,
88
+ "Ios16.softmax" : 12,
89
+ "Ios17.add" : 284,
90
+ "Ios17.layerNorm" : 31,
91
+ "Ios17.logicalAnd" : 8
92
+ },
93
+ "computePrecision" : "Mixed (Float16, Float32, Int16, Int32, UInt16)",
94
+ "isUpdatable" : "0",
95
+ "stateSchema" : [
96
+
97
+ ],
98
+ "availability" : {
99
+ "macOS" : "14.0",
100
+ "tvOS" : "17.0",
101
+ "visionOS" : "1.0",
102
+ "watchOS" : "10.0",
103
+ "iOS" : "17.0",
104
+ "macCatalyst" : "17.0"
105
+ },
106
+ "modelType" : {
107
+ "name" : "MLModelType_mlProgram"
108
+ },
109
+ "userDefinedMetadata" : {
110
+ "com.github.apple.coremltools.conversion_date" : "2026-03-21",
111
+ "com.github.apple.coremltools.source" : "torch==2.7.1",
112
+ "com.github.apple.coremltools.version" : "9.0",
113
+ "com.github.apple.coremltools.source_dialect" : "TorchScript"
114
+ },
115
+ "inputSchema" : [
116
+ {
117
+ "hasShapeFlexibility" : "0",
118
+ "isOptional" : "0",
119
+ "dataType" : "Int32",
120
+ "formattedType" : "MultiArray (Int32 1 × 124)",
121
+ "shortDescription" : "",
122
+ "shape" : "[1, 124]",
123
+ "name" : "input_ids",
124
+ "type" : "MultiArray"
125
+ },
126
+ {
127
+ "hasShapeFlexibility" : "0",
128
+ "isOptional" : "0",
129
+ "dataType" : "Float32",
130
+ "formattedType" : "MultiArray (Float32 1 × 256)",
131
+ "shortDescription" : "",
132
+ "shape" : "[1, 256]",
133
+ "name" : "ref_s",
134
+ "type" : "MultiArray"
135
+ },
136
+ {
137
+ "hasShapeFlexibility" : "0",
138
+ "isOptional" : "0",
139
+ "dataType" : "Float32",
140
+ "formattedType" : "MultiArray (Float32 1 × 9)",
141
+ "shortDescription" : "",
142
+ "shape" : "[1, 9]",
143
+ "name" : "random_phases",
144
+ "type" : "MultiArray"
145
+ },
146
+ {
147
+ "hasShapeFlexibility" : "0",
148
+ "isOptional" : "0",
149
+ "dataType" : "Int32",
150
+ "formattedType" : "MultiArray (Int32 1 × 124)",
151
+ "shortDescription" : "",
152
+ "shape" : "[1, 124]",
153
+ "name" : "attention_mask",
154
+ "type" : "MultiArray"
155
+ },
156
+ {
157
+ "hasShapeFlexibility" : "0",
158
+ "isOptional" : "0",
159
+ "dataType" : "Float32",
160
+ "formattedType" : "MultiArray (Float32 1 × 120000 × 9)",
161
+ "shortDescription" : "",
162
+ "shape" : "[1, 120000, 9]",
163
+ "name" : "source_noise",
164
+ "type" : "MultiArray"
165
+ }
166
+ ],
167
+ "generatedClassName" : "kokoro_21_5s_ane",
168
+ "method" : "predict"
169
+ }
170
+ ]
kokoro_21_5s_v2.mlmodelc/model.mil ADDED
The diff for this file is too large to render. See raw diff
 
kokoro_21_5s_v2.mlmodelc/weights/weight.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7aa5469c6b469bca8c6e772b475cbd7d066377afcc9cd0154edb8e11e5c5b736
3
+ size 162257080
kokoro_21_5s_v2.mlpackage/Data/com.apple.CoreML/model.mlmodel ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f8aba0b9a7db145261c236d35c008799f9cef18dc58b078030b4a5c0e683d41d
3
+ size 575470
kokoro_21_5s_v2.mlpackage/Data/com.apple.CoreML/weights/weight.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7aa5469c6b469bca8c6e772b475cbd7d066377afcc9cd0154edb8e11e5c5b736
3
+ size 162257080
kokoro_21_5s_v2.mlpackage/Manifest.json ADDED
@@ -0,0 +1,18 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "fileFormatVersion": "1.0.0",
3
+ "itemInfoEntries": {
4
+ "2E726179-A61C-48BE-877B-96624B61C958": {
5
+ "author": "com.apple.CoreML",
6
+ "description": "CoreML Model Weights",
7
+ "name": "weights",
8
+ "path": "com.apple.CoreML/weights"
9
+ },
10
+ "BF072D87-BF3B-4D88-966E-6FA77CDAE893": {
11
+ "author": "com.apple.CoreML",
12
+ "description": "CoreML Model Specification",
13
+ "name": "model.mlmodel",
14
+ "path": "com.apple.CoreML/model.mlmodel"
15
+ }
16
+ },
17
+ "rootModelIdentifier": "BF072D87-BF3B-4D88-966E-6FA77CDAE893"
18
+ }