mymusise/ChatGLM-Tuning
A cost-effective solution for finetuning ChatGLM-6B with LoRA, enabling personalized large language models.
Core Features
Detailed Introduction
ChatGLM-Tuning offers an accessible and cost-effective approach to developing personalized large language models by leveraging the powerful ChatGLM-6B base model with the efficient LoRA finetuning technique. This project provides comprehensive scripts for data preprocessing, model training, and inference, primarily utilizing the Alpaca dataset. It aims to democratize access to advanced AI capabilities, serving as a practical alternative to commercial solutions like ChatGPT for users with limited computational resources. The inclusion of pre-trained LoRA models and Colab notebooks further simplifies the experimentation and deployment process.