LLamaTuner
LLamaTuner is a sophisticated toolkit providing efficient and flexible solutions for fine-tuning large language models such as Llama3, Phi3, and Mistral on different GPU setups. It supports both single and multi-node configurations by using features like FlashAttention and Triton kernels to enhance training throughput. The toolkit's compatibility with DeepSpeed enables the use of ZeRO optimization techniques for efficient training. LLamaTuner also offers broad support for various models, datasets, and training methods, making it versatile for open-source and customized data formats. It is well-suited for continuous pre-training, instruction fine-tuning, and chat interactions.
