Join a competition to train a machine learning model to improve Harmony’s PDF parsing. You don’t need to have trained a machine learning model before.
We would like to improve Harmony’s PDF parsing algorithm.
We would like to improve Harmony with a fine tuned language model. We have teamed up with DOXA AI and made an online competition where you can improve on the off-the-shelf LLMs which we are currently using. You can win up to £1000 in vouchers! Click here to join the Harmony matching competition on DOXA AI.
We will be running a webinar to introduce the challenge, where you can ask questions:
We have gathered training data for you to use to fine tune your model, and there is unseen validation data which we will use to score the model.
More information is available on the DOXA AI page.
First, create an account on DOXA AI and enroll in the competition and download the code examples and training data.
The prize for the winner of the competition is £1000 in vouchers and the runner up will get £500 in vouchers.
[Beta mode: we are currently testing this extension] We have developed a browser extension for Harmony called “Send to Harmony” which lets you send selected text to Harmony with a right-click. For PDFs, use the popup to paste your selected text. Send to Harmony enables users to send selected text to the Harmony Data Harmonization (https://harmonydata.ac.uk/) platform for analysis. This plugin provides a right-click or context menu item which allows users to easily bring text from into their harmonisations, making it easier to compare and analyze different measurement scales across research studies.
We have a number of exciting updates to Harmony including: some improvements to the R library which have been asked for by researchers around the world who have been using Harmony on studies in lots of different topics as well as making our own fine tuned large language model available in the web UI, which is José’s winning model from the DOXA challenge which ended on 10 January 2025. Harmony has its own Large Language Model!
