Unsloth

Features

• Run and train text, audio, embedding, and vision models locally on Windows, Linux, and macOS
• Inference features: search/download/run models (GGUF, LoRA, safetensors), export to multiple formats, tool calling, code execution, API endpoint with auto‑parameter tuning
• Training capabilities: up to 2× faster training with ~70% less VRAM, custom kernels, data recipes for automated dataset creation, reinforcement learning support, multi‑GPU training and observability