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musicgen-small

Text-to-Audio
Transformers.js
ONNX
musicgen
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51b8e8e
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Create quantize_config.json

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  1. quantize_config.json +196 -0
quantize_config.json ADDED
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+ {
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+ "q8": {
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+ "per_model_config": {
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+ "text_encoder": {
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+ "op_types": [
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+ "Abs",
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+ "Add",
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+ "Cast",
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+ "Concat",
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+ "Constant",
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+ "ConstantOfShape",
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+ "Div",
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+ "Gather",
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+ "Greater",
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+ "Less",
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+ "Log",
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+ "MatMul",
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+ "Min",
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+ "Mul",
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+ "Pow",
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+ "Range",
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+ "ReduceMean",
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+ "Relu",
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+ "Reshape",
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+ "Shape",
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+ "Softmax",
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+ "Sqrt",
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+ "Sub",
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+ "Transpose",
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+ "Unsqueeze",
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+ "Where"
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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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+ "Add",
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+ "Cast",
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+ "Concat",
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+ "Constant",
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+ "Div",
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+ "Erf",
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+ "Gather",
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+ "MatMul",
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+ "Mul",
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+ "Pow",
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+ "Range",
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+ "ReduceMean",
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+ "Reshape",
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+ "Shape",
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+ "Softmax",
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+ "Sqrt",
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+ "Sub",
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+ "Transpose",
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+ "Unsqueeze"
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+ ],
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+ "weight_type": "QInt8"
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+ },
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+ "decoder_model": {
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+ "op_types": [
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+ "Add",
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+ "Cast",
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+ "Concat",
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+ "Constant",
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+ "ConstantOfShape",
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+ "Div",
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+ "Equal",
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+ "Erf",
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+ "Expand",
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+ "Gather",
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+ "Less",
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+ "MatMul",
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+ "Mul",
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+ "Pow",
75
+ "Range",
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+ "ReduceMean",
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+ "Reshape",
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+ "Shape",
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+ "Slice",
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+ "Softmax",
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+ "Sqrt",
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+ "Squeeze",
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+ "Sub",
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+ "Transpose",
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+ "Unsqueeze",
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+ "Where"
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+ ],
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+ "weight_type": "QInt8"
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+ },
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+ "encodec_decode": {
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+ "op_types": [
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+ "Add",
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+ "Cast",
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+ "Ceil",
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+ "Concat",
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+ "Constant",
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+ "ConstantOfShape",
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+ "Conv",
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+ "ConvTranspose",
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+ "Div",
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+ "Elu",
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+ "Gather",
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+ "LSTM",
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+ "Pad",
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+ "Reshape",
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+ "Shape",
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+ "Slice",
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+ "Split",
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+ "Squeeze",
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+ "Sub",
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+ "Transpose",
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+ "Unsqueeze"
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+ ],
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+ "weight_type": "QUInt8"
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+ },
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+ "encodec_encoder": {
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+ "op_types": [
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+ "Add",
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+ "ArgMax",
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+ "Cast",
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+ "Ceil",
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+ "Concat",
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+ "ConcatFromSequence",
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+ "Constant",
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+ "ConstantOfShape",
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+ "Conv",
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+ "Div",
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+ "Elu",
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+ "Equal",
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+ "Expand",
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+ "Gather",
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+ "Identity",
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+ "If",
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+ "LSTM",
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+ "LessOrEqual",
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+ "Loop",
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+ "MatMul",
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+ "Max",
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+ "Mul",
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+ "Neg",
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+ "Pad",
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+ "Pow",
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+ "ReduceL2",
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+ "ReduceMin",
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+ "ReduceSum",
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+ "Reshape",
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+ "ScatterND",
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+ "SequenceEmpty",
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+ "SequenceInsert",
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+ "Shape",
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+ "Slice",
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+ "Squeeze",
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+ "Sub",
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+ "Transpose",
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+ "Unsqueeze",
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+ "Where"
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+ ],
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+ "weight_type": "QUInt8"
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+ },
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+ "decoder_model_merged": {
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+ "op_types": [
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+ "Add",
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+ "Cast",
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+ "Concat",
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+ "Constant",
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+ "ConstantOfShape",
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+ "Div",
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+ "Equal",
169
+ "Erf",
170
+ "Expand",
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+ "Gather",
172
+ "If",
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+ "Less",
174
+ "MatMul",
175
+ "Mul",
176
+ "Pow",
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+ "Range",
178
+ "ReduceMean",
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+ "Reshape",
180
+ "Shape",
181
+ "Slice",
182
+ "Softmax",
183
+ "Sqrt",
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+ "Squeeze",
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+ "Sub",
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+ "Transpose",
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+ "Unsqueeze",
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+ "Where"
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+ ],
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+ "weight_type": "QInt8"
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+ }
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+ },
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+ "per_channel": false,
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+ "reduce_range": false
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+ }
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+ }