SD.Next Quantization provides full cross-platform quantization to reduce memory usage and increase performance for any device Triton enables the use of optimized kernels for much better performance.
Vector Post-Training Quantization (VPTQ) is a novel Post-Training Quantization method that leverages Vector Quantization to high accuracy on LLMs at an extremely low bit-width (<2-bit). VPTQ can ...