# Low Storage High Performance

An optimized quantized model where output and embedding tensors use f16 format, while other tensors use q5_k or q6_k format, resulting in a smaller size with performance comparable to pure f16.

A text generation model employing mixed quantization techniques, with output and embedding tensors in f16 format and other tensors quantized using q5_k or q6_k. It has a smaller size than the standard q8_0 quantization format while maintaining performance comparable to the pure f16 version.