LlamaFactory

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Estimate whether a Hugging Face model fits and fine-tunes on your local GPU.

Unsloth is a local UI for training and running Gemma 4, Qwen3.6, DeepSeek, Kimi, GLM and other models.

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)