Features
Reinforcement fine-tuning with GRPO and DAPO algorithms
Multi-turn tool training for AI agents
Hands-on deployment support for full post-training workflow
Continuous improvement via automated retraining loops
Integration with evaluation solutions for performance monitoring
Real-time data ingestion and model updates as fast as every hour
Support for LoRA adapters in RL training
Fused logprobs for reduced memory in long-context RL
Concurrent training of thousands of LoRA adapters
Megatron-LM and SGLang integration for large model training
Full model ownership: serve with Osmosis or export to self-host
Data extraction with schema precision
Code generation fine-tuning for domain-specific languages
Testing and validation tools for training data overlap optimization
Generate Next.js boilerplate with custom content
AI content generation for sections
300+ components and usage examples
37+ landing page components
One-click deploy to Vercel or Netlify
SEO-optimized MDX blog with search, tags, pagination
Dark mode and responsive design
Icon library and chart/data viz components
Pricing, Terms, and Privacy pages
Customizable logo, theme, branding, favicon
Font customization (16 handpicked pairings)
Zip download of generated code
Automatic sitemap and RSS feed
