whisperkittools-50194868db18c889d1a5a76391723583d0a50d00 generated files: openai_whisper-medium.en
Browse files- openai_whisper-medium.en/AudioEncoder.mlcomputeplan.json +4090 -0
- openai_whisper-medium.en/AudioEncoder.mlmodelc/analytics/coremldata.bin +3 -0
- openai_whisper-medium.en/AudioEncoder.mlmodelc/coremldata.bin +3 -0
- openai_whisper-medium.en/AudioEncoder.mlmodelc/metadata.json +68 -0
- openai_whisper-medium.en/AudioEncoder.mlmodelc/model.mil +0 -0
- openai_whisper-medium.en/AudioEncoder.mlmodelc/weights/weight.bin +3 -0
- openai_whisper-medium.en/MelSpectrogram.mlcomputeplan.json +199 -0
- openai_whisper-medium.en/MelSpectrogram.mlmodelc/analytics/coremldata.bin +3 -0
- openai_whisper-medium.en/MelSpectrogram.mlmodelc/coremldata.bin +3 -0
- openai_whisper-medium.en/MelSpectrogram.mlmodelc/metadata.json +74 -0
- openai_whisper-medium.en/MelSpectrogram.mlmodelc/model.mil +66 -0
- openai_whisper-medium.en/MelSpectrogram.mlmodelc/weights/weight.bin +3 -0
- openai_whisper-medium.en/TextDecoder.mlcomputeplan.json +0 -0
- openai_whisper-medium.en/TextDecoder.mlmodelc/analytics/coremldata.bin +3 -0
- openai_whisper-medium.en/TextDecoder.mlmodelc/coremldata.bin +3 -0
- openai_whisper-medium.en/TextDecoder.mlmodelc/metadata.json +168 -0
- openai_whisper-medium.en/TextDecoder.mlmodelc/model.mil +0 -0
- openai_whisper-medium.en/TextDecoder.mlmodelc/weights/weight.bin +3 -0
- openai_whisper-medium.en/config.json +1 -0
- openai_whisper-medium.en/generation_config.json +1 -0
openai_whisper-medium.en/AudioEncoder.mlcomputeplan.json
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|
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|
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| 176 |
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| 177 |
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| 178 |
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|
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|
| 184 |
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|
| 185 |
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| 186 |
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| 187 |
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|
| 188 |
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|
| 189 |
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|
| 190 |
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|
| 191 |
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|
| 192 |
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|
| 193 |
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|
| 194 |
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| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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}
|
| 199 |
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}
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openai_whisper-medium.en/MelSpectrogram.mlmodelc/analytics/coremldata.bin
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|
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version https://git-lfs.github.com/spec/v1
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oid sha256:847173d00b238eb63f0d3dab36dc52b7a3fd1d4b31e95d4093975fada8fde2cd
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openai_whisper-medium.en/MelSpectrogram.mlmodelc/coremldata.bin
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version https://git-lfs.github.com/spec/v1
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openai_whisper-medium.en/MelSpectrogram.mlmodelc/metadata.json
ADDED
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@@ -0,0 +1,74 @@
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|
|
|
|
|
|
|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
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|
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|
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|
|
|
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|
|
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|
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|
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|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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[
|
| 2 |
+
{
|
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|
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|
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"outputSchema" : [
|
| 6 |
+
{
|
| 7 |
+
"hasShapeFlexibility" : "0",
|
| 8 |
+
"isOptional" : "0",
|
| 9 |
+
"dataType" : "Float16",
|
| 10 |
+
"formattedType" : "MultiArray (Float16 1 × 80 × 1 × 3000)",
|
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"shortDescription" : "",
|
| 12 |
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"shape" : "[1, 80, 1, 3000]",
|
| 13 |
+
"name" : "melspectrogram_features",
|
| 14 |
+
"type" : "MultiArray"
|
| 15 |
+
}
|
| 16 |
+
],
|
| 17 |
+
"modelParameters" : [
|
| 18 |
+
|
| 19 |
+
],
|
| 20 |
+
"specificationVersion" : 7,
|
| 21 |
+
"mlProgramOperationTypeHistogram" : {
|
| 22 |
+
"Ios16.reshape" : 2,
|
| 23 |
+
"Ios16.mul" : 2,
|
| 24 |
+
"SliceByIndex" : 1,
|
| 25 |
+
"Ios16.sub" : 1,
|
| 26 |
+
"Ios16.log" : 1,
|
| 27 |
+
"Ios16.square" : 2,
|
| 28 |
+
"Ios16.add" : 3,
|
| 29 |
+
"Squeeze" : 2,
|
| 30 |
+
"Ios16.matmul" : 1,
|
| 31 |
+
"Ios16.conv" : 2,
|
| 32 |
+
"Ios16.maximum" : 1,
|
| 33 |
+
"ExpandDims" : 4,
|
| 34 |
+
"Ios16.reduceMax" : 1,
|
| 35 |
+
"Identity" : 1,
|
| 36 |
+
"Pad" : 1
|
| 37 |
+
},
|
| 38 |
+
"computePrecision" : "Mixed (Float16, Int32)",
|
| 39 |
+
"isUpdatable" : "0",
|
| 40 |
+
"stateSchema" : [
|
| 41 |
+
|
| 42 |
+
],
|
| 43 |
+
"availability" : {
|
| 44 |
+
"macOS" : "13.0",
|
| 45 |
+
"tvOS" : "16.0",
|
| 46 |
+
"visionOS" : "1.0",
|
| 47 |
+
"watchOS" : "9.0",
|
| 48 |
+
"iOS" : "16.0",
|
| 49 |
+
"macCatalyst" : "16.0"
|
| 50 |
+
},
|
| 51 |
+
"modelType" : {
|
| 52 |
+
"name" : "MLModelType_mlProgram"
|
| 53 |
+
},
|
| 54 |
+
"userDefinedMetadata" : {
|
| 55 |
+
"com.github.apple.coremltools.version" : "8.2",
|
| 56 |
+
"com.github.apple.coremltools.source" : "torch==2.5.0",
|
| 57 |
+
"com.github.apple.coremltools.source_dialect" : "TorchScript"
|
| 58 |
+
},
|
| 59 |
+
"inputSchema" : [
|
| 60 |
+
{
|
| 61 |
+
"hasShapeFlexibility" : "0",
|
| 62 |
+
"isOptional" : "0",
|
| 63 |
+
"dataType" : "Float16",
|
| 64 |
+
"formattedType" : "MultiArray (Float16 480000)",
|
| 65 |
+
"shortDescription" : "",
|
| 66 |
+
"shape" : "[480000]",
|
| 67 |
+
"name" : "audio",
|
| 68 |
+
"type" : "MultiArray"
|
| 69 |
+
}
|
| 70 |
+
],
|
| 71 |
+
"generatedClassName" : "MelSpectrogram",
|
| 72 |
+
"method" : "predict"
|
| 73 |
+
}
|
| 74 |
+
]
|
openai_whisper-medium.en/MelSpectrogram.mlmodelc/model.mil
ADDED
|
@@ -0,0 +1,66 @@
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
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|
|
|
|
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|
|
|
|
| 1 |
+
program(1.0)
|
| 2 |
+
[buildInfo = dict<tensor<string, []>, tensor<string, []>>({{"coremlc-component-MIL", "3401.3.1"}, {"coremlc-version", "3401.4.1"}, {"coremltools-component-torch", "2.5.0"}, {"coremltools-source-dialect", "TorchScript"}, {"coremltools-version", "8.2"}})]
|
| 3 |
+
{
|
| 4 |
+
func main<ios16>(tensor<fp16, [480000]> audio) {
|
| 5 |
+
tensor<int32, [3]> var_10 = const()[name = tensor<string, []>("op_10"), val = tensor<int32, [3]>([1, 1, 480000])];
|
| 6 |
+
tensor<fp16, [1, 1, 480000]> input_1_cast_fp16 = reshape(shape = var_10, x = audio)[name = tensor<string, []>("input_1_cast_fp16")];
|
| 7 |
+
tensor<int32, [6]> input_3_pad_0 = const()[name = tensor<string, []>("input_3_pad_0"), val = tensor<int32, [6]>([0, 0, 0, 0, 200, 200])];
|
| 8 |
+
tensor<string, []> input_3_mode_0 = const()[name = tensor<string, []>("input_3_mode_0"), val = tensor<string, []>("reflect")];
|
| 9 |
+
tensor<fp16, []> const_1_to_fp16 = const()[name = tensor<string, []>("const_1_to_fp16"), val = tensor<fp16, []>(0x0p+0)];
|
| 10 |
+
tensor<fp16, [1, 1, 480400]> input_3_cast_fp16 = pad(constant_val = const_1_to_fp16, mode = input_3_mode_0, pad = input_3_pad_0, x = input_1_cast_fp16)[name = tensor<string, []>("input_3_cast_fp16")];
|
| 11 |
+
tensor<int32, [1]> var_22 = const()[name = tensor<string, []>("op_22"), val = tensor<int32, [1]>([480400])];
|
| 12 |
+
tensor<fp16, [480400]> input_cast_fp16 = reshape(shape = var_22, x = input_3_cast_fp16)[name = tensor<string, []>("input_cast_fp16")];
|
| 13 |
+
tensor<int32, [1]> expand_dims_0_axes_0 = const()[name = tensor<string, []>("expand_dims_0_axes_0"), val = tensor<int32, [1]>([0])];
|
| 14 |
+
tensor<fp16, [1, 480400]> expand_dims_0_cast_fp16 = expand_dims(axes = expand_dims_0_axes_0, x = input_cast_fp16)[name = tensor<string, []>("expand_dims_0_cast_fp16")];
|
| 15 |
+
tensor<int32, [1]> expand_dims_3 = const()[name = tensor<string, []>("expand_dims_3"), val = tensor<int32, [1]>([160])];
|
| 16 |
+
tensor<int32, [1]> expand_dims_4_axes_0 = const()[name = tensor<string, []>("expand_dims_4_axes_0"), val = tensor<int32, [1]>([1])];
|
| 17 |
+
tensor<fp16, [1, 1, 480400]> expand_dims_4_cast_fp16 = expand_dims(axes = expand_dims_4_axes_0, x = expand_dims_0_cast_fp16)[name = tensor<string, []>("expand_dims_4_cast_fp16")];
|
| 18 |
+
tensor<string, []> conv_0_pad_type_0 = const()[name = tensor<string, []>("conv_0_pad_type_0"), val = tensor<string, []>("valid")];
|
| 19 |
+
tensor<int32, [2]> conv_0_pad_0 = const()[name = tensor<string, []>("conv_0_pad_0"), val = tensor<int32, [2]>([0, 0])];
|
| 20 |
+
tensor<int32, [1]> conv_0_dilations_0 = const()[name = tensor<string, []>("conv_0_dilations_0"), val = tensor<int32, [1]>([1])];
|
| 21 |
+
tensor<int32, []> conv_0_groups_0 = const()[name = tensor<string, []>("conv_0_groups_0"), val = tensor<int32, []>(1)];
|
| 22 |
+
tensor<fp16, [201, 1, 400]> expand_dims_1_to_fp16 = const()[name = tensor<string, []>("expand_dims_1_to_fp16"), val = tensor<fp16, [201, 1, 400]>(BLOBFILE(path = tensor<string, []>("@model_path/weights/weight.bin"), offset = tensor<uint64, []>(64)))];
|
| 23 |
+
tensor<fp16, [1, 201, 3001]> conv_0_cast_fp16 = conv(dilations = conv_0_dilations_0, groups = conv_0_groups_0, pad = conv_0_pad_0, pad_type = conv_0_pad_type_0, strides = expand_dims_3, weight = expand_dims_1_to_fp16, x = expand_dims_4_cast_fp16)[name = tensor<string, []>("conv_0_cast_fp16")];
|
| 24 |
+
tensor<string, []> conv_1_pad_type_0 = const()[name = tensor<string, []>("conv_1_pad_type_0"), val = tensor<string, []>("valid")];
|
| 25 |
+
tensor<int32, [2]> conv_1_pad_0 = const()[name = tensor<string, []>("conv_1_pad_0"), val = tensor<int32, [2]>([0, 0])];
|
| 26 |
+
tensor<int32, [1]> conv_1_dilations_0 = const()[name = tensor<string, []>("conv_1_dilations_0"), val = tensor<int32, [1]>([1])];
|
| 27 |
+
tensor<int32, []> conv_1_groups_0 = const()[name = tensor<string, []>("conv_1_groups_0"), val = tensor<int32, []>(1)];
|
| 28 |
+
tensor<fp16, [201, 1, 400]> expand_dims_2_to_fp16 = const()[name = tensor<string, []>("expand_dims_2_to_fp16"), val = tensor<fp16, [201, 1, 400]>(BLOBFILE(path = tensor<string, []>("@model_path/weights/weight.bin"), offset = tensor<uint64, []>(160960)))];
|
| 29 |
+
tensor<fp16, [1, 201, 3001]> conv_1_cast_fp16 = conv(dilations = conv_1_dilations_0, groups = conv_1_groups_0, pad = conv_1_pad_0, pad_type = conv_1_pad_type_0, strides = expand_dims_3, weight = expand_dims_2_to_fp16, x = expand_dims_4_cast_fp16)[name = tensor<string, []>("conv_1_cast_fp16")];
|
| 30 |
+
tensor<int32, [1]> squeeze_0_axes_0 = const()[name = tensor<string, []>("squeeze_0_axes_0"), val = tensor<int32, [1]>([0])];
|
| 31 |
+
tensor<fp16, [201, 3001]> squeeze_0_cast_fp16 = squeeze(axes = squeeze_0_axes_0, x = conv_0_cast_fp16)[name = tensor<string, []>("squeeze_0_cast_fp16")];
|
| 32 |
+
tensor<int32, [1]> squeeze_1_axes_0 = const()[name = tensor<string, []>("squeeze_1_axes_0"), val = tensor<int32, [1]>([0])];
|
| 33 |
+
tensor<fp16, [201, 3001]> squeeze_1_cast_fp16 = squeeze(axes = squeeze_1_axes_0, x = conv_1_cast_fp16)[name = tensor<string, []>("squeeze_1_cast_fp16")];
|
| 34 |
+
tensor<fp16, [201, 3001]> square_0_cast_fp16 = square(x = squeeze_0_cast_fp16)[name = tensor<string, []>("square_0_cast_fp16")];
|
| 35 |
+
tensor<fp16, [201, 3001]> square_1_cast_fp16 = square(x = squeeze_1_cast_fp16)[name = tensor<string, []>("square_1_cast_fp16")];
|
| 36 |
+
tensor<fp16, [201, 3001]> add_1_cast_fp16 = add(x = square_0_cast_fp16, y = square_1_cast_fp16)[name = tensor<string, []>("add_1_cast_fp16")];
|
| 37 |
+
tensor<fp16, [201, 3001]> magnitudes_1_cast_fp16 = identity(x = add_1_cast_fp16)[name = tensor<string, []>("magnitudes_1_cast_fp16")];
|
| 38 |
+
tensor<int32, [2]> magnitudes_begin_0 = const()[name = tensor<string, []>("magnitudes_begin_0"), val = tensor<int32, [2]>([0, 0])];
|
| 39 |
+
tensor<int32, [2]> magnitudes_end_0 = const()[name = tensor<string, []>("magnitudes_end_0"), val = tensor<int32, [2]>([201, 3000])];
|
| 40 |
+
tensor<bool, [2]> magnitudes_end_mask_0 = const()[name = tensor<string, []>("magnitudes_end_mask_0"), val = tensor<bool, [2]>([true, false])];
|
| 41 |
+
tensor<fp16, [201, 3000]> magnitudes_cast_fp16 = slice_by_index(begin = magnitudes_begin_0, end = magnitudes_end_0, end_mask = magnitudes_end_mask_0, x = magnitudes_1_cast_fp16)[name = tensor<string, []>("magnitudes_cast_fp16")];
|
| 42 |
+
tensor<bool, []> mel_spec_1_transpose_x_0 = const()[name = tensor<string, []>("mel_spec_1_transpose_x_0"), val = tensor<bool, []>(false)];
|
| 43 |
+
tensor<bool, []> mel_spec_1_transpose_y_0 = const()[name = tensor<string, []>("mel_spec_1_transpose_y_0"), val = tensor<bool, []>(false)];
|
| 44 |
+
tensor<fp16, [80, 201]> mel_filters_to_fp16 = const()[name = tensor<string, []>("mel_filters_to_fp16"), val = tensor<fp16, [80, 201]>(BLOBFILE(path = tensor<string, []>("@model_path/weights/weight.bin"), offset = tensor<uint64, []>(321856)))];
|
| 45 |
+
tensor<fp16, [80, 3000]> mel_spec_1_cast_fp16 = matmul(transpose_x = mel_spec_1_transpose_x_0, transpose_y = mel_spec_1_transpose_y_0, x = mel_filters_to_fp16, y = magnitudes_cast_fp16)[name = tensor<string, []>("mel_spec_1_cast_fp16")];
|
| 46 |
+
tensor<fp16, []> var_41_to_fp16 = const()[name = tensor<string, []>("op_41_to_fp16"), val = tensor<fp16, []>(0x1p-24)];
|
| 47 |
+
tensor<fp16, [80, 3000]> mel_spec_cast_fp16 = add(x = mel_spec_1_cast_fp16, y = var_41_to_fp16)[name = tensor<string, []>("mel_spec_cast_fp16")];
|
| 48 |
+
tensor<fp16, []> log_0_epsilon_0_to_fp16 = const()[name = tensor<string, []>("log_0_epsilon_0_to_fp16"), val = tensor<fp16, []>(0x0p+0)];
|
| 49 |
+
tensor<fp16, [80, 3000]> log_0_cast_fp16 = log(epsilon = log_0_epsilon_0_to_fp16, x = mel_spec_cast_fp16)[name = tensor<string, []>("log_0_cast_fp16")];
|
| 50 |
+
tensor<fp16, []> mul_0_y_0_to_fp16 = const()[name = tensor<string, []>("mul_0_y_0_to_fp16"), val = tensor<fp16, []>(0x1.bccp-2)];
|
| 51 |
+
tensor<fp16, [80, 3000]> mul_0_cast_fp16 = mul(x = log_0_cast_fp16, y = mul_0_y_0_to_fp16)[name = tensor<string, []>("mul_0_cast_fp16")];
|
| 52 |
+
tensor<bool, []> var_44_keep_dims_0 = const()[name = tensor<string, []>("op_44_keep_dims_0"), val = tensor<bool, []>(false)];
|
| 53 |
+
tensor<fp16, []> var_44_cast_fp16 = reduce_max(keep_dims = var_44_keep_dims_0, x = mul_0_cast_fp16)[name = tensor<string, []>("op_44_cast_fp16")];
|
| 54 |
+
tensor<fp16, []> var_46_to_fp16 = const()[name = tensor<string, []>("op_46_to_fp16"), val = tensor<fp16, []>(0x1p+3)];
|
| 55 |
+
tensor<fp16, []> var_47_cast_fp16 = sub(x = var_44_cast_fp16, y = var_46_to_fp16)[name = tensor<string, []>("op_47_cast_fp16")];
|
| 56 |
+
tensor<fp16, [80, 3000]> log_spec_3_cast_fp16 = maximum(x = mul_0_cast_fp16, y = var_47_cast_fp16)[name = tensor<string, []>("log_spec_3_cast_fp16")];
|
| 57 |
+
tensor<fp16, []> var_50_to_fp16 = const()[name = tensor<string, []>("op_50_to_fp16"), val = tensor<fp16, []>(0x1p+2)];
|
| 58 |
+
tensor<fp16, [80, 3000]> var_51_cast_fp16 = add(x = log_spec_3_cast_fp16, y = var_50_to_fp16)[name = tensor<string, []>("op_51_cast_fp16")];
|
| 59 |
+
tensor<fp16, []> _inversed_log_spec_y_0_to_fp16 = const()[name = tensor<string, []>("_inversed_log_spec_y_0_to_fp16"), val = tensor<fp16, []>(0x1p-2)];
|
| 60 |
+
tensor<fp16, [80, 3000]> _inversed_log_spec_cast_fp16 = mul(x = var_51_cast_fp16, y = _inversed_log_spec_y_0_to_fp16)[name = tensor<string, []>("_inversed_log_spec_cast_fp16")];
|
| 61 |
+
tensor<int32, [1]> var_55_axes_0 = const()[name = tensor<string, []>("op_55_axes_0"), val = tensor<int32, [1]>([0])];
|
| 62 |
+
tensor<fp16, [1, 80, 3000]> var_55_cast_fp16 = expand_dims(axes = var_55_axes_0, x = _inversed_log_spec_cast_fp16)[name = tensor<string, []>("op_55_cast_fp16")];
|
| 63 |
+
tensor<int32, [1]> var_62_axes_0 = const()[name = tensor<string, []>("op_62_axes_0"), val = tensor<int32, [1]>([2])];
|
| 64 |
+
tensor<fp16, [1, 80, 1, 3000]> melspectrogram_features = expand_dims(axes = var_62_axes_0, x = var_55_cast_fp16)[name = tensor<string, []>("op_62_cast_fp16")];
|
| 65 |
+
} -> (melspectrogram_features);
|
| 66 |
+
}
|
openai_whisper-medium.en/MelSpectrogram.mlmodelc/weights/weight.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
|
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|
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:801024dbc7a89c677be1f8b285de3409e35f7d1786c9c8d9d0d6842ac57a1c83
|
| 3 |
+
size 354080
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openai_whisper-medium.en/TextDecoder.mlcomputeplan.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
openai_whisper-medium.en/TextDecoder.mlmodelc/analytics/coremldata.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:53609641e0e398b4d00a870729f22c41949e393b360ccc90a5ca7a085844455e
|
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size 243
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openai_whisper-medium.en/TextDecoder.mlmodelc/coremldata.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
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|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:0a10136064539caacd37b877629ecd67bdd21ecad3f4ae6fa3d3a8ceba1ea5e2
|
| 3 |
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size 637
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openai_whisper-medium.en/TextDecoder.mlmodelc/metadata.json
ADDED
|
@@ -0,0 +1,168 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
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|
|
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|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"metadataOutputVersion" : "3.0",
|
| 4 |
+
"storagePrecision" : "Float16",
|
| 5 |
+
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|
| 6 |
+
{
|
| 7 |
+
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|
| 8 |
+
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|
| 9 |
+
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|
| 10 |
+
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|
| 11 |
+
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|
| 12 |
+
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|
| 13 |
+
"name" : "logits",
|
| 14 |
+
"type" : "MultiArray"
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"hasShapeFlexibility" : "0",
|
| 18 |
+
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|
| 19 |
+
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|
| 20 |
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|
| 21 |
+
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|
| 22 |
+
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|
| 23 |
+
"name" : "key_cache_updates",
|
| 24 |
+
"type" : "MultiArray"
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"hasShapeFlexibility" : "0",
|
| 28 |
+
"isOptional" : "0",
|
| 29 |
+
"dataType" : "Float16",
|
| 30 |
+
"formattedType" : "MultiArray (Float16 1 × 24576 × 1 × 1)",
|
| 31 |
+
"shortDescription" : "",
|
| 32 |
+
"shape" : "[1, 24576, 1, 1]",
|
| 33 |
+
"name" : "value_cache_updates",
|
| 34 |
+
"type" : "MultiArray"
|
| 35 |
+
},
|
| 36 |
+
{
|
| 37 |
+
"hasShapeFlexibility" : "0",
|
| 38 |
+
"isOptional" : "0",
|
| 39 |
+
"dataType" : "Float16",
|
| 40 |
+
"formattedType" : "MultiArray (Float16 1 × 1500)",
|
| 41 |
+
"shortDescription" : "",
|
| 42 |
+
"shape" : "[1, 1500]",
|
| 43 |
+
"name" : "alignment_heads_weights",
|
| 44 |
+
"type" : "MultiArray"
|
| 45 |
+
}
|
| 46 |
+
],
|
| 47 |
+
"modelParameters" : [
|
| 48 |
+
|
| 49 |
+
],
|
| 50 |
+
"specificationVersion" : 7,
|
| 51 |
+
"mlProgramOperationTypeHistogram" : {
|
| 52 |
+
"Ios16.linear" : 1,
|
| 53 |
+
"Concat" : 3,
|
| 54 |
+
"Ios16.reduceMean" : 1,
|
| 55 |
+
"Ios16.mul" : 144,
|
| 56 |
+
"Ios16.layerNorm" : 73,
|
| 57 |
+
"SliceByIndex" : 36,
|
| 58 |
+
"Ios16.sub" : 1,
|
| 59 |
+
"Transpose" : 1,
|
| 60 |
+
"Ios16.conv" : 240,
|
| 61 |
+
"Ios16.add" : 145,
|
| 62 |
+
"Squeeze" : 1,
|
| 63 |
+
"Ios16.matmul" : 96,
|
| 64 |
+
"Ios16.softmax" : 48,
|
| 65 |
+
"Ios16.gelu" : 24,
|
| 66 |
+
"ExpandDims" : 6,
|
| 67 |
+
"Ios16.batchNorm" : 73,
|
| 68 |
+
"Split" : 2,
|
| 69 |
+
"Ios16.gather" : 2,
|
| 70 |
+
"Ios16.reshape" : 192
|
| 71 |
+
},
|
| 72 |
+
"computePrecision" : "Mixed (Float16, Int32)",
|
| 73 |
+
"isUpdatable" : "0",
|
| 74 |
+
"stateSchema" : [
|
| 75 |
+
|
| 76 |
+
],
|
| 77 |
+
"availability" : {
|
| 78 |
+
"macOS" : "13.0",
|
| 79 |
+
"tvOS" : "16.0",
|
| 80 |
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"visionOS" : "1.0",
|
| 81 |
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"watchOS" : "9.0",
|
| 82 |
+
"iOS" : "16.0",
|
| 83 |
+
"macCatalyst" : "16.0"
|
| 84 |
+
},
|
| 85 |
+
"modelType" : {
|
| 86 |
+
"name" : "MLModelType_mlProgram"
|
| 87 |
+
},
|
| 88 |
+
"userDefinedMetadata" : {
|
| 89 |
+
"com.github.apple.coremltools.version" : "8.2",
|
| 90 |
+
"com.github.apple.coremltools.source" : "torch==2.5.0",
|
| 91 |
+
"com.github.apple.coremltools.source_dialect" : "TorchScript"
|
| 92 |
+
},
|
| 93 |
+
"inputSchema" : [
|
| 94 |
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{
|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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|
| 99 |
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"shortDescription" : "",
|
| 100 |
+
"shape" : "[1]",
|
| 101 |
+
"name" : "input_ids",
|
| 102 |
+
"type" : "MultiArray"
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
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|
| 106 |
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|
| 107 |
+
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|
| 108 |
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|
| 109 |
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|
| 110 |
+
"shape" : "[1]",
|
| 111 |
+
"name" : "cache_length",
|
| 112 |
+
"type" : "MultiArray"
|
| 113 |
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},
|
| 114 |
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{
|
| 115 |
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|
| 116 |
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|
| 117 |
+
"dataType" : "Float16",
|
| 118 |
+
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|
| 119 |
+
"shortDescription" : "",
|
| 120 |
+
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|
| 121 |
+
"name" : "key_cache",
|
| 122 |
+
"type" : "MultiArray"
|
| 123 |
+
},
|
| 124 |
+
{
|
| 125 |
+
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|
| 126 |
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|
| 127 |
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|
| 128 |
+
"formattedType" : "MultiArray (Float16 1 × 24576 × 1 × 448)",
|
| 129 |
+
"shortDescription" : "",
|
| 130 |
+
"shape" : "[1, 24576, 1, 448]",
|
| 131 |
+
"name" : "value_cache",
|
| 132 |
+
"type" : "MultiArray"
|
| 133 |
+
},
|
| 134 |
+
{
|
| 135 |
+
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|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
+
"shortDescription" : "",
|
| 140 |
+
"shape" : "[1, 448]",
|
| 141 |
+
"name" : "kv_cache_update_mask",
|
| 142 |
+
"type" : "MultiArray"
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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|
| 150 |
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"shape" : "[1, 1024, 1, 1500]",
|
| 151 |
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"name" : "encoder_output_embeds",
|
| 152 |
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|
| 153 |
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|
| 154 |
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|
| 155 |
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| 156 |
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|
| 157 |
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|
| 158 |
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|
| 159 |
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|
| 160 |
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"shape" : "[1, 448]",
|
| 161 |
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"name" : "decoder_key_padding_mask",
|
| 162 |
+
"type" : "MultiArray"
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| 163 |
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}
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| 164 |
+
],
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| 165 |
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"generatedClassName" : "TextDecoder",
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| 166 |
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"method" : "predict"
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| 167 |
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}
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]
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openai_whisper-medium.en/TextDecoder.mlmodelc/model.mil
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openai_whisper-medium.en/TextDecoder.mlmodelc/weights/weight.bin
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openai_whisper-medium.en/config.json
ADDED
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{"_name_or_path": "openai/whisper-medium.en", "activation_dropout": 0.0, "activation_function": "gelu", "architectures": ["WhisperForConditionalGeneration"], "attention_dropout": 0.0, "begin_suppress_tokens": [220, 50256], "bos_token_id": 50257, "d_model": 1024, "decoder_attention_heads": 16, "decoder_ffn_dim": 4096, "decoder_layerdrop": 0.0, "decoder_layers": 24, "decoder_start_token_id": 50257, "dropout": 0.0, "encoder_attention_heads": 16, "encoder_ffn_dim": 4096, "encoder_layerdrop": 0.0, "encoder_layers": 24, "eos_token_id": 50256, "forced_decoder_ids": [[1, 50362]], "init_std": 0.02, "is_encoder_decoder": true, "max_length": 448, "max_source_positions": 1500, "max_target_positions": 448, "model_type": "whisper", "num_hidden_layers": 24, "num_mel_bins": 80, "pad_token_id": 50256, "scale_embedding": false, "suppress_tokens": [1, 2, 7, 8, 9, 10, 14, 25, 26, 27, 28, 29, 31, 58, 59, 60, 61, 62, 63, 90, 91, 92, 93, 357, 366, 438, 532, 685, 705, 796, 930, 1058, 1220, 1267, 1279, 1303, 1343, 1377, 1391, 1635, 1782, 1875, 2162, 2361, 2488, 3467, 4008, 4211, 4600, 4808, 5299, 5855, 6329, 7203, 9609, 9959, 10563, 10786, 11420, 11709, 11907, 13163, 13697, 13700, 14808, 15306, 16410, 16791, 17992, 19203, 19510, 20724, 22305, 22935, 27007, 30109, 30420, 33409, 34949, 40283, 40493, 40549, 47282, 49146, 50257, 50357, 50358, 50359, 50360, 50361], "torch_dtype": "float32", "transformers_version": "4.27.0.dev0", "use_cache": true, "vocab_size": 51864}
|
openai_whisper-medium.en/generation_config.json
ADDED
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| 1 |
+
{"alignment_heads": [[11, 4], [14, 1], [14, 12], [14, 14], [15, 4], [16, 0], [16, 4], [16, 9], [17, 12], [17, 14], [18, 7], [18, 10], [18, 15], [20, 0], [20, 3], [20, 9], [20, 14], [21, 12]], "begin_suppress_tokens": [220, 50256], "bos_token_id": 50257, "decoder_start_token_id": 50257, "eos_token_id": 50256, "forced_decoder_ids": [[1, 50362]], "is_multilingual": false, "max_initial_timestamp_index": 50, "max_length": 448, "no_timestamps_token_id": 50362, "pad_token_id": 50256, "prev_sot_token_id": 50360, "return_timestamps": false, "suppress_tokens": [1, 2, 7, 8, 9, 10, 14, 25, 26, 27, 28, 29, 31, 58, 59, 60, 61, 62, 63, 90, 91, 92, 93, 357, 366, 438, 532, 685, 705, 796, 930, 1058, 1220, 1267, 1279, 1303, 1343, 1377, 1391, 1635, 1782, 1875, 2162, 2361, 2488, 3467, 4008, 4211, 4600, 4808, 5299, 5855, 6329, 7203, 9609, 9959, 10563, 10786, 11420, 11709, 11907, 13163, 13697, 13700, 14808, 15306, 16410, 16791, 17992, 19203, 19510, 20724, 22305, 22935, 27007, 30109, 30420, 33409, 34949, 40283, 40493, 40549, 47282, 49146, 50257, 50357, 50358, 50359, 50360, 50361], "transformers_version": "4.31.0.dev0"}
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