{ "fp16": {}, "q8": { "per_model_config": { "decoder_with_past_model": { "op_types": [ "Add", "Concat", "Div", "Erf", "Gather", "MatMul", "Mul", "Pow", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Sub", "Transpose", "Unsqueeze" ], "weight_type": "QInt8" }, "encoder_model": { "op_types": [ "Add", "Conv", "Div", "Erf", "MatMul", "Mul", "Pow", "ReduceMean", "Reshape", "Softmax", "Sqrt", "Sub", "Transpose" ], "weight_type": "QUInt8" }, "decoder_model_merged": { "op_types": [ "Add", "Concat", "Constant", "ConstantOfShape", "Div", "Equal", "Erf", "Expand", "Gather", "If", "Less", "MatMul", "Mul", "Pow", "Range", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Squeeze", "Sub", "Transpose", "Unsqueeze", "Where" ], "weight_type": "QInt8" }, "decoder_model": { "op_types": [ "Add", "Concat", "ConstantOfShape", "Div", "Equal", "Erf", "Expand", "Gather", "Less", "MatMul", "Mul", "Pow", "Range", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Squeeze", "Sub", "Transpose", "Unsqueeze", "Where" ], "weight_type": "QInt8" } }, "per_channel": false, "reduce_range": false }, "int8": { "per_model_config": { "decoder_with_past_model": { "op_types": [ "Add", "Concat", "Div", "Erf", "Gather", "MatMul", "Mul", "Pow", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Sub", "Transpose", "Unsqueeze" ], "weight_type": "QInt8" }, "encoder_model": { "op_types": [ "Add", "Conv", "Div", "Erf", "MatMul", "Mul", "Pow", "ReduceMean", "Reshape", "Softmax", "Sqrt", "Sub", "Transpose" ], "weight_type": "QInt8" }, "decoder_model_merged": { "op_types": [ "Add", "Concat", "Constant", "ConstantOfShape", "Div", "Equal", "Erf", "Expand", "Gather", "If", "Less", "MatMul", "Mul", "Pow", "Range", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Squeeze", "Sub", "Transpose", "Unsqueeze", "Where" ], "weight_type": "QInt8" }, "decoder_model": { "op_types": [ "Add", "Concat", "ConstantOfShape", "Div", "Equal", "Erf", "Expand", "Gather", "Less", "MatMul", "Mul", "Pow", "Range", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Squeeze", "Sub", "Transpose", "Unsqueeze", "Where" ], "weight_type": "QInt8" } }, "per_channel": false, "reduce_range": false }, "uint8": { "per_model_config": { "decoder_with_past_model": { "op_types": [ "Add", "Concat", "Div", "Erf", "Gather", "MatMul", "Mul", "Pow", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Sub", "Transpose", "Unsqueeze" ], "weight_type": "QUInt8" }, "encoder_model": { "op_types": [ "Add", "Conv", "Div", "Erf", "MatMul", "Mul", "Pow", "ReduceMean", "Reshape", "Softmax", "Sqrt", "Sub", "Transpose" ], "weight_type": "QUInt8" }, "decoder_model_merged": { "op_types": [ "Add", "Concat", "Constant", "ConstantOfShape", "Div", "Equal", "Erf", "Expand", "Gather", "If", "Less", "MatMul", "Mul", "Pow", "Range", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Squeeze", "Sub", "Transpose", "Unsqueeze", "Where" ], "weight_type": "QUInt8" }, "decoder_model": { "op_types": [ "Add", "Concat", "ConstantOfShape", "Div", "Equal", "Erf", "Expand", "Gather", "Less", "MatMul", "Mul", "Pow", "Range", "ReduceMean", "Reshape", "Shape", "Slice", "Softmax", "Sqrt", "Squeeze", "Sub", "Transpose", "Unsqueeze", "Where" ], "weight_type": "QUInt8" } }, "per_channel": false, "reduce_range": false }, "q4": { "block_size": 32, "is_symmetric": true, "accuracy_level": null }, "bnb4": { "block_size": 64, "quant_type": 1 } }