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LlamaFactory: Open-Source Framework for Efficient Fine-Tuning of 100+ LLMs and VLMs

By

jinqueeny

8mo ago· 27 min readenCode

Summary

LlamaFactory is an open-source framework for unified efficient fine-tuning of 100+ large language models (LLMs) and vision-language models (VLMs), presented at ACL 2024. It supports zero-code CLI and Web UI interfaces, enabling users to easily fine-tune models like LLaMA, LLaVA, Mistral, Qwen3, DeepSeek, and Gemma. The tool is used by major companies including Amazon, NVIDIA, and Alibaba Cloud (Aliyun), and offers both local and cloud training capabilities.

Key quotes

· 3 pulled
Easily fine-tune 100+ large language models with zero-code CLI and Web UI
Fine-tuning a large language model can be easy as...
Used by Amazon, NVIDIA, Aliyun, etc.
Snippet from the RSS feed
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) - hiyouga/LlamaFactory

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