# Low-precision Efficient Inference

A 6-bit quantized version converted from the Meta Llama 4 model, supporting multilingual instruction interaction

The Llama 4 series is a multimodal AI model developed by Meta, supporting text and image interactions, utilizing a Mixture of Experts (MoE) architecture, and delivering industry-leading performance in text and image comprehension.

moondream2 is a compact vision-language model specifically designed for efficient operation on edge devices, offering convenient deployment through the llamafile format.

A 7-billion-parameter large language model developed by Alibaba Cloud, based on the Transformer architecture, supporting both Chinese and English languages as well as code processing, with multi-turn dialogue capabilities.