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DOXA!
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content/en/blog/doxa-parsing.md

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---
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title: "Improve Harmony's PDF parsing on DOXA AI"
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categories:
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- "ai-in-research"
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image: "/images/parsing-banner.png"
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date: 2024-12-20
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url: "/doxa-parsing/"
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---
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## Train your own Large Language Model to parse PDFs and win up to £1000 in vouchers!
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*Join a competition to train a Large Language Model to improve Harmony's PDF parsing. You don't need to have trained a Large Language Model before.*
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{{< grid columns="2" >}}
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{{< card heading="Register on DOXA AI" copy="Enter the competition on DOXA AI by fine tuning your own large language model and improve Harmony!" url="https://doxaai.com/competition/harmony-parsing" >}}
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{{< card heading="Join our Discord" copy="Join the Harmony Discord server. Check out the 🏅「matching-challenge」 channel!" url="https://discord.com/invite/harmonydata" >}}
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{{< /grid >}}
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We would like to improve Harmony's PDF parsing algorithm.
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We would like to improve Harmony with a *fine tuned* large 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](https://doxaai.com/competition/harmony-parsing).
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{{< grid columns="2" >}}
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{{< card heading="Register on DOXA AI" copy="Enter the competition on DOXA AI by fine tuning your own large language model and improve Harmony!" url="https://doxaai.com/competition/harmony-parsing" >}}
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{{< card heading="Join our Discord" copy="Join the Harmony Discord server. Check out the 🏅「matching-challenge」 channel!" url="https://discord.com/invite/harmonydata" >}}
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{{< /grid >}}
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## What about data?
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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.
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[More information is available on the DOXA AI page](https://doxaai.com/competition/harmony-parsing).
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## How can I get started?
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First, [create an account on DOXA AI and enroll in the competition](https://doxaai.com/competition/harmony-parsing) and download the code examples and training data.
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## Prizes
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The prize for the winner of the competition is £1000 in vouchers and the runner up will get £500 in vouchers.
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## See also
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[Matching competition](/doxa/)
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## See other events
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* 22 November 2024: [Harmony at Women In Data™️ London Chapter](/open-source-for-social-science/women-in-data/)
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* 8 October 2024: [Harmony: a free online tool using LLMs for research in psychology and social sciences](/psychology-ai-tool/aidl-meetup/) at AI|DL London
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* 11 and 12 September 2024: [Harmony at MethodsCon Futures](/ai-in-mental-health/harmony-at-methodscon-futures/
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) in Manchester
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* 2 July 2024: [Harmony: NLP and generative models for psychology research](/open-source-for-social-science/pydata-meetup/) at Pydata London
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* 3 June 2024: [Harmony Hackathon](/open-source-for-social-science/hackathon/) at UCL
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* 5 May 2024: [Harmony: A global platform for harmonisation, translation and cooperation in mental health](/ai-in-mental-health/harmony-at-lifecourse-seminar/) at Melbourne Children’s LifeCourse Initiative seminar series.
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* 27 March 2024: [Harmony at AI Camp](/psychology-ai-tool/aicamp-meetup/)
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* 17 August 2023: [Harmony and TIDAL workshop](/ai-in-mental-health/harmony-and-tidal-workshop)
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{{< htmlcode >}}
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<button onclick="window.open('https://doxaai.com/competition/harmony-matching');" style="border-width:1px;background-color:rgb(15, 24, 84);color:white;padding:10px;margin:2px;border-radius:4px;">Enter the competition on DOXA</button>
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{{< /htmlcode >}}
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{{< card heading="Register on DOXA AI" copy="Enter the competition on DOXA AI by fine tuning your own large language model and improve Harmony!" url="https://doxaai.com/competition/harmony-parsing" >}}

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