README.md

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title: README
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<a href="https://www.catie.fr/" title="CATIE website (French version)">
  <img src="https://www.catie.fr/wp-content/uploads/2022/03/Logo_CATIE_CMNJ-1.png" alt="CATIE Logo" width="200" height="100">
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    <p style="text-align: center;">🇫🇷</p>
    <p style="text-align: justify;">
    Le CATIE est une association à but non lucratif dont l'objectif est d'accompagner les PME et ETI dans leur transformation numérique.<br><br>
    Depuis janvier 2023, notre équipe Data Science développe des jeux de données et des modèles en français.<br>
    Il ne s'agit pas de notre activité principale donc nous pouvons y consacrer que des moyens limités (~1,5 ETP/an ; nous n'avons pas d'équipe de R&D dédiée ; maintenance et résolution d'<i>issues</i> soumises à notre bande passante, etc.).<br>
    Ci-dessous l'historique des mises en ligne des travaux que nous avons été autorisé à mettre en open source (vous pouvez cliquer sur chaque élément !)
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    <p style="text-align: center;">🇬🇧</p>
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      CATIE is a non-profit association dedicated to supporting and assisting SMEs and ETIs in their digital transformation.<br><br>
      Since January 2023, our Data Science team has been developing datasets and models in French.<br>
      This is not our core activity, so we can only devote limited resources to it (~1.5 FTE/year; we don't have a R&D team dedicated; maintenance and resolution of issues subject to our bandwidth, etc.).<br>
      Below is a timeline of the releases of the work we've been authorized to open source (you can click on each item!).
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            <div class="month-marker">
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                    <div class="event">❓<a href="https://huggingface.co/collections/CATIE-AQ/catie-french-qa-pack-650821750f44c341cdb8ec91" target="_blank">French QA pack (models, dataset, Space, blog post)</a></div>
                    <div class="event">📝<a href="https://huggingface.co/collections/CATIE-AQ/catie-french-prompts-datasets-6508208ad55dd4e15cd67f8b" target="_blank">DFP<br>(Dataset of French Prompts)</a></div>
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                <div class="month-dot"></div>
                <div class="month-label">Sep 2023</div>
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                    <div class="event">🔍<a href="https://huggingface.co/collections/CATIE-AQ/catie-french-ner-pack-658aefafe3f7a2dcf0e4dbb4" target="_blank">French NER pack (models, datasets, Space, blog post)</a></div>
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                <div class="month-label">Jan 2024</div>
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                    <div class="event">⚡<a href="https://github.com/catie-aq/flashT5" target="_blank">FAT5 model v0<br>(Flash Attention T5)</a></div>
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                <div class="month-label">Feb 2024</div>
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                    <div class="event">❓<a href="https://huggingface.co/collections/CATIE-AQ/catie-french-qa-pack-650821750f44c341cdb8ec91" target="_blank">QAmemBERT v2</a></div>
                    <div class="event">🔍<a href="https://huggingface.co/collections/CATIE-AQ/catie-french-ner-pack-658aefafe3f7a2dcf0e4dbb4" target="_blank">NERmemBERT v2</a></div>
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                <div class="month-dot"></div>
                <div class="month-label">Nov 2024</div>
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                    <div class="event">⚡<a href="https://huggingface.co/collections/CATIE-AQ/catie-french-fat5-ul2-677697a35feea336389d6403" target="_blank">FAT5 (official release)<br>(code, weight, tech. report)</a></div>
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                <div class="month-label">Jan 2025</div>
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                    <div class="event">⚖️<a href="https://huggingface.co/spaces/CATIE-AQ/Guide_Evaluation_LLM" target="_blank">French translation of the The LLM Evaluation guidebook by Clémentine Fourrier</a></div>
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                <div class="month-dot"></div>
                <div class="month-label">Mar 2025</div>
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