instructor-base / quant_config.json
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{
"per_channel": true,
"reduce_range": true,
"per_model_config": {
"decoder_model": {
"op_types": [
"Less",
"MatMul",
"Sqrt",
"Shape",
"Div",
"Tile",
"Identity",
"ConstantOfShape",
"Log",
"Reshape",
"Range",
"Concat",
"Pow",
"Relu",
"ReduceMean",
"LessOrEqual",
"Unsqueeze",
"Cast",
"Mul",
"Softmax",
"Expand",
"Sub",
"Min",
"Constant",
"Transpose",
"Where",
"Add",
"Neg",
"Gather"
],
"weight_type": "QInt8"
},
"encoder_model": {
"op_types": [
"Less",
"MatMul",
"Abs",
"Sqrt",
"Shape",
"Div",
"ConstantOfShape",
"Log",
"Reshape",
"Range",
"Concat",
"Pow",
"Relu",
"ReduceMean",
"Greater",
"Unsqueeze",
"Cast",
"Mul",
"Softmax",
"Sub",
"Min",
"Transpose",
"Constant",
"Where",
"Add",
"Gather"
],
"weight_type": "QInt8"
},
"decoder_with_past_model": {
"op_types": [
"Less",
"MatMul",
"Sqrt",
"Shape",
"Div",
"Tile",
"Identity",
"ConstantOfShape",
"Log",
"Reshape",
"Range",
"Concat",
"Pow",
"Relu",
"ReduceMean",
"LessOrEqual",
"Unsqueeze",
"Cast",
"Mul",
"Slice",
"Softmax",
"Expand",
"Sub",
"Min",
"Constant",
"Transpose",
"Where",
"Add",
"Neg",
"Gather"
],
"weight_type": "QInt8"
},
"decoder_model_merged": {
"op_types": [
"Less",
"MatMul",
"Sqrt",
"Shape",
"Div",
"Tile",
"Identity",
"ConstantOfShape",
"Log",
"If",
"Reshape",
"Range",
"Concat",
"Pow",
"Relu",
"ReduceMean",
"LessOrEqual",
"Unsqueeze",
"Cast",
"Mul",
"Slice",
"Softmax",
"Expand",
"Sub",
"Min",
"Constant",
"Transpose",
"Where",
"Add",
"Neg",
"Gather"
],
"weight_type": "QInt8"
}
}
}