Unsloth AI

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Unsloth AI is an Open Source & Models tool that enables local training and running of AI models. It offers a no-code web UI for optimizing model performance and exporting to various formats.

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At a glance

Pricing

Freemium · Open Source · Enterprise

Free tier

Yes

API

Yes

Skill level

Technical

About

What is Unsloth AI?

Unsloth AI provides an open-source, no-code web UI for training, running, and exporting open models locally on Mac and Windows devices. It supports GGUF and Safetensors models with features like tool-calling, web search, and OpenAI compatible API. Users can compare models side-by-side and upload various file types for analysis. The platform offers no-code training with auto-creation of datasets from PDF, CSV, and JSON documents, along with real-time observability. Unsloth's custom kernels optimize training for LoRA, FP8, FFT, PT, and over 500 models, including text, vision, audio, and embeddings. Models can be exported to safetensors or GGUF for use with llama.cpp, vLLM, and Ollama.

Best used for

Ideal for developers and data scientists who need to train and run AI models locally, fine-tune LLMs for specific applications, and create custom datasets from various document types. Especially valuable for optimizing model performance and deploying models in diverse environments.

Common actions

train AI models

run AI models locally

fine-tune LLMs

export AI models

create datasets

Capabilities

Key features

Local model training/running
No-code web UI
Optimized custom kernels
GGUF/Safetensors support
Model comparison arena
Data recipe transformation
Model export options

Target Audience

developerdata scientiststartup founder

Integrations

Not yet documented

Pricing & Plans

Freemium · Open Source · Enterprise

Free freeware version available. Unsloth Pro pricing not publicly disclosed. Check unsloth.ai for current pricing.

FAQs

What types of models can Unsloth AI train and run?

Unsloth AI supports training and running over 500 models, including text, vision, audio, and embeddings. It is compatible with popular models like Mistral, Gemma, and Llama, and can handle GGUF and Safetensors formats for local execution.

Does Unsloth AI offer a free version for training models?

Yes, Unsloth AI provides a free, open-source version that allows users to finetune models up to 2X faster on a single NVIDIA GPU. This free version is available on platforms like Google Colab or Kaggle Notebooks.

How does Unsloth AI optimize model training and memory usage?

Unsloth AI utilizes custom kernels to optimize training, achieving up to 30x faster speeds than FA2 and reducing memory usage by up to 90%. This efficiency is maintained across various training methods like LoRA, FP8, and FFT.

Can I export models trained with Unsloth AI to other platforms?

Yes, Unsloth AI allows you to export any model, including your fine-tuned models, to safetensors or GGUF formats. This enables compatibility and deployment with other popular tools such as llama.cpp, vLLM, and Ollama.

What is Unsloth Studio and how does it enhance local AI development?

Unsloth Studio is a new web UI that runs 100% offline on Mac and Windows devices. It simplifies running and training models locally, offering features like tool-calling, web search, OpenAI compatible API, and side-by-side model comparison.

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