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Training & fine-tuning

Lightning-Hydra-Template

A ready-made project layout for starting deep-learning experiments with less setup work.

New this week

What it does

This is a starter template for deep-learning projects. It combines PyTorch Lightning, which organizes model-training code, with Hydra, which manages settings through configuration files.

It sets up folders, settings, experiment tracking, logging, testing and searching for the best training settings, so researchers can focus on their models. It is heavily commented and can double as a learning resource.

The README is honest about limits: things can break as the underlying tools change, and it is built for simple training setups. It is an unofficial community project.

Who it's for

Machine-learning researchers and students starting new model-training projects.

Can I use it without coding?

Developers only. It is a code template for Python programmers. New to this? Start here.

Can I run it?

Cost
FreeNothing to pay or sign up for.
Privacy
Runs on your own device: your data stays with you
API key
Not needed

Try it

Using Claude Code, Cursor or another AI coding assistant? Paste the prompt and it will walk you through the setup.New to this?

Before you install

  • Only download from the official GitHub page. Copies with similar names exist for many popular projects.
  • No standard license listed. Check the GitHub page before using it for business.
  • More on staying safe