LlamaFactory
Open-sourceUnified framework for efficient fine-tuning of 100+ LLMs and VLMs with no-code and CLI interfaces.
About LlamaFactory
LlamaFactory is a unified framework for efficient fine-tuning of 100+ LLMs and VLMs. It provides both a no-code web UI and CLI interface, supporting LoRA, QLoRA, and full-parameter fine-tuning techniques with 70.5k GitHub stars.
Best For
- Organizations fine-tuning LLMs for specific domains
- Researchers experimenting with model customization
Pros & Cons
Pros
- + Unified interface for fine-tuning virtually any open-source model
- + No-code web UI makes fine-tuning accessible to non-developers
- + Active community with 70.5k GitHub stars
Cons
- - Requires significant GPU resources for full fine-tuning
- - Steep learning curve for advanced customization options
Pricing
Open source and free to use
Key Features
- Fine-tune 100+ LLMs and vision-language models
- No-code web UI and CLI interface for all skill levels
- LoRA, QLoRA, and full-parameter training support
- Integration with major model providers and training frameworks
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