| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
An open-source Firebase alternative with PostgreSQL database, authentication, real-time subscriptions, and edge functions. |
| Pricing |
Pay-per-use ($$-$$$$) |
Freemium (Free-$25/month) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- PostgreSQL database
- Authentication
- Real-time
- Edge functions
- Storage
- Vector embeddings
- Auto-generated APIs
- Dashboard
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Open source
- PostgreSQL-based
- Generous free tier
- Great developer experience
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Scaling can get expensive
- Newer platform
- Some features in beta
- Self-hosting requires expertise
|
