Overview
Self-hosting Large Language Models gives you complete control over deployment, data privacy, and customization.
Key Features
Benefits
- Complete data privacy
- Custom model fine-tuning
- No API rate limits
- Full control over infrastructure
Requirements
- High-performance hardware
- Technical expertise
- Infrastructure management
- Regular maintenance
Popular Models
| Model | Provider | Hardware Requirements | License |
|---|---|---|---|
| LLaMA 2 | Meta | High-end GPU | Custom |
| Mistral | Mistral AI | High-end GPU | Apache 2.0 |
| Falcon | TII | High-end GPU | Apache 2.0 |
Deployment Steps
- Choose appropriate hardware
- Select a model and license
- Set up infrastructure
- Download and deploy model
- Configure and optimize
- Monitor performance