Teach machines to think, and show all the work

Netra Lab is an independent, non-commercial research lab. We build small models that read, hear, translate and write Khmer, and every one is free to download, test and build on.

Our goal

Build AI that works in Khmer, runs on ordinary devices, and is free for anyone to use, check and improve

Core values

Free and open

Every model, dataset and line of code is published

You don't need an account, API key or credit card to use anything we make. Code, weights and reports are released under licences that allow commercial use, changes and redistribution. We won't lock the work away later.

Every release includes

  • Code

    The full training and inference code.

    GitHub
  • Weights

    The trained models, ready to download and fine-tune.

    Hugging Face
  • Write-up

    How it was trained and tested, and where it still fails.

    Research

Honest results

Every model comes with a written report

Each report covers how the model was trained, what it was measured against and the test data we used. We publish the failures alongside the scores.

Independent

Run by one researcher, not a company

No one with a stake in the results funds the lab. Anyone can build on our work, and we want people to train better models on top of it.

Built for Khmer

Every model is designed around how Khmer is written and spoken

More than 16 million people speak Khmer, and most AI tools barely understand it. Public training data is thin and test sets barely exist.

Khmer script breaks tools made for the Latin alphabet: consonants stack, vowels attach around them, and words run together without spaces.

Runs on ordinary devices

Models are sized for an ordinary laptop or phone

We keep models small enough to run on the hardware people in Cambodia have, without a rented server.