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Tune Lab

Tune Lab is a FastAPI + NextJS application that is purpose built for torchtune.

Important

Tune Lab is in active development and is not yet ready for use

Important

Tune Lab will be built alongside Copilot and Copilot Workspace, and is closed for contributions

Note

Tune Lab is a portfolio project of jxtngx

Intended Use

Tune Lab is intended to be cloned and used locally, on a private cloud, or a managed cloud service.

Important

Access to NVIDIA GPUs is required regardless of deployment method

Features

  • a RESTful API for managing and tuning models with torchtune
  • a NextJS web interface for managing and tuning models

Basic Roadmap

  • gated access to the API and web interface with Supabase
  • examples for different compute provider backends

Structure

Note

tunelab/ is a monorepo created from the shadcn/ui template and uses turborepo as the build system

Downstream Usage

Llama models tuned with Tune Lab are intended to be used with Llama Stack applications in Llama Lab.