| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
Umami is a simple and fast open-source website analytics alternative focused on privacy. It is self-hosted and provides essential web metrics without collecting any personal data. |
| Pricing |
Pay-per-use ($$-$$$$) |
Free ($0) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- Open-source
- self-hosted
- privacy-focused
- real-time data
- custom events
- multi-site support
- API access
- lightweight
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Completely free
- Privacy-focused
- Self-hosted control
- Very lightweight
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Requires self-hosting
- Limited features
- No official support
- Basic reporting
|
