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### What this PR does / why we need it? Update doc Signed-off-by: hfadzxy <starmoon_zhang@163.com>
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LLaMA-Factory
Introduction
LLaMA-Factory is an easy-to-use and efficient platform for training and fine-tuning large language models. With LLaMA-Factory, you can fine-tune hundreds of pre-trained models locally without writing any code.
LLaMA-Facotory users need to evaluate and inference the model after fine-tuning.
Business challenge
LLaMA-Factory uses Transformers to perform inference on Ascend NPUs, but the speed is slow.
Benefits with vLLM Ascend
With the joint efforts of LLaMA-Factory and vLLM Ascend (LLaMA-Factory#7739), LLaMA-Factory has achieved significant performance gains during model inference. Benchmark results show that its inference speed is now up to 2× faster compared to the Transformers implementation.
Learn more
See more details about LLaMA-Factory and how it uses vLLM Ascend for inference on Ascend NPUs in LLaMA-Factory Ascend NPU Inference.