Features
AI-driven multi-scale physics simulation
Simultaneous nano-to-macro scale resolution
1000X faster simulation vs traditional tools
GPU-accelerated simulation pipeline
Automated complex simulation setup
Scalable to 1000X larger designs
API for workflow integration
Rapid design insights for chip design
High accuracy without sacrificing speed
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)
