My first quantization uses the quantization method provided by vllm:

https://docs.vllm.ai/en/latest/quantization/int8.html

NUM_CALIBRATION_SAMPLES = 2048

MAX_SEQUENCE_LENGTH = 8192

smoothing_strength=0.8

I will verify the validity of the model and update the readme as soon as possible.