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unslothai/unsloth

Unsloth Studio provides a unified web interface for efficiently running and training open-source AI models locally across various operating systems and hardware.

Core Features

Efficient local training and inference for 500+ models with significant VRAM reduction.

Support for diverse model types including text, audio, embedding, and vision.

Advanced features like self-healing tool calling, code execution, and auto-tuned inference.

Data Recipes for automated dataset creation from various file formats (PDF, CSV, DOCX).

Optimized Reinforcement Learning (RL) with 80% less VRAM and multi-GPU support.

Quick Start

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

Detailed Introduction

Unsloth Studio is a powerful, open-source web UI designed to democratize access to advanced AI model capabilities. It enables users to seamlessly run and fine-tune a wide array of open models, including large language models, locally on Windows, Linux, and macOS. By leveraging custom kernels and optimized algorithms, Unsloth significantly reduces VRAM usage and accelerates training times, making sophisticated AI development more accessible on consumer-grade hardware. It offers a comprehensive suite of features for both inference and training, from model management and data preparation to advanced RL techniques and real-time observability.