加载中
正在获取最新内容,请稍候...
正在获取最新内容,请稍候...
LLaMA-Factory offers unified and efficient fine-tuning methods for over 100 Large Language Models (LLMs) and Vision-Language Models (VLMs). Simplify adaptation and customization of diverse models with cutting-edge techniques.
LLaMA-Factory is an open-source project providing a unified and efficient framework for fine-tuning a diverse collection of Large Language Models (LLMs) and Vision-Language Models (VLMs), presented at ACL 2024.
Fine-tuning Large Language Models (LLMs) and Vision-Language Models (VLMs) is often resource-intensive, complex, and requires specialized techniques for different model architectures. LLaMA-Factory simplifies this by offering unified, efficient methods across a vast array of models.
Supports a wide range of fine-tuning techniques including LoRA, QLoRA, LlamaBoard, and more, optimized for memory and speed.
Provides pre-implemented support for efficient fine-tuning of over 100 popular LLMs and VLMs out-of-the-box.
Includes scripts and tools for easy data preparation, model training, and evaluation.
LLaMA-Factory's flexible framework enables efficient fine-tuning for numerous applications:
Adapt a general-purpose LLM to perform exceptionally well on a specific domain's text data (e.g., legal, medical, financial) with minimal computational cost.
Create domain-specific expert models quickly and cost-effectively, improving relevance and accuracy for targeted applications.
Fine-tune a VLM on a custom dataset of images and paired text to improve its performance on a niche visual question answering or image captioning task.
Build specialized multimodal AI agents for specific visual-language understanding or generation requirements.
You might be interested in these projects
SmartTube is an advanced YouTube player specifically designed for Android set-top boxes and TVs, offering enhanced features not available in the standard app.
This repo contains driver samples prepared for use with Microsoft Visual Studio and the Windows Driver Kit (WDK). It contains both Universal Windows Driver and desktop-only driver samples.
microG GmsCore is a free software re-implementation of Google's proprietary Android user space apps and libraries. It provides a compatibility layer for apps that require Google Play Services, focusing on privacy and efficiency.