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unslothai/unsloth

Unsloth Studio is a web UI that enables efficient local training and inference of open-source large language models and other AI models with significant VRAM and speed optimizations.

Core Features

Search, download, run, and export various AI models (GGUF, LoRA, safetensors).

Advanced inference capabilities including tool calling, code execution, and auto-tuned parameters.

Train 500+ models up to 2x faster with 70% less VRAM, supporting diverse methods like RL and FP8.

Auto-create datasets from PDFs, CSVs, DOCX, and other file types with visual data recipes.

Live monitoring of training progress, loss, and GPU usage with customizable graphs.

Quick Start

curl -fsSL https://unsloth.ai/install.sh | sh

Detailed Introduction

Unsloth Studio provides a powerful, user-friendly web interface for individuals and teams to manage the lifecycle of open-source AI models directly on their local machines. It addresses the challenges of high VRAM consumption and slow training times by offering highly optimized custom kernels, enabling faster fine-tuning and reinforcement learning. With support for a wide range of model types (text, audio, embedding, vision) and advanced features like data recipe creation and observability, Unsloth democratizes access to cutting-edge AI development, making it more efficient and accessible without relying on cloud infrastructure.