Features
PAC-1 program synthesis engine
Natural language scripting for program induction
Conditionals & looping (if...else, loops, recursion)
Branching and web navigation
Custom functions and repeating workflows
Dashboards & UI generation
Platform bots and data pipelines
Native memory for persistent context
Interpretable software generation
g-index benchmark for generalization ability
Flatland environment for program synthesis research
Custom CUDA kernels for LoRA, FP8, full fine-tuning
Up to 2x faster training vs Flash Attention 2
Up to 90% less memory usage vs Flash Attention 2
Unsloth Studio no-code visual interface (offline on Mac/Windows)
Data Recipes auto-create datasets from PDF, CSV, JSON
Model Arena side-by-side model comparison
Export to GGUF and safetensors
OpenAI-compatible API endpoint
Tool-calling and web search capability
Run 100% offline on Mac and Windows
Supports 500+ models (text, vision, audio, embeddings)
Reinforcement learning (GRPO) with 80% less VRAM
Multi-GPU support (Pro, coming to Free)
Multi-node support (Enterprise only)
Quantization-Aware Training (QAT)
