# Math & Code Enhancement

Llama-3.1-Nemotron-Nano-4B-v1.1 is a large language model derived from Llama 3.1 8B through compression, optimized for inference efficiency and task execution, suitable for local deployment on a single RTX GPU.

Qwen3 is the latest 8B parameter version of the Tongyi Qianwen series large language model, supporting thinking mode switching, multilingual processing, and tool invocation, with powerful reasoning and dialogue capabilities.

Qwen3 is the latest generation of large language models in the Tongyi Qianwen series, offering both dense models and mixture-of-experts (MoE) models. Through large-scale training, Qwen3 achieves breakthrough progress in reasoning capabilities, instruction following, agent functionalities, and multilingual support.

GLM-4-Z1-9B-0414 is the latest open-source model in the GLM family, featuring excellent mathematical reasoning and general capabilities, suitable for lightweight deployment in resource-constrained scenarios.