#158 - L3arbi chatbot: A Technical deep dive

<p>In this eisode we discuss more of L3arbi, that was resented by the DevoxxMA team at the vent, from a technical point of view with Nouamane and Faissal.</p>
<p><br></p>
<p><strong>Guests</strong></p>
<ul>
<li><p><a href="https://twitter.com/bfaissal" target="_blank">Faissal Boutaounte</a></p>
</li>
<li><p><a href="https://www.linkedin.com/in/nouamanetazi/" target="_blank">Nouamane Tazi</a></p>
</li>
</ul>
<p><strong>Notes</strong></p>
<p><a href="https://geeksblabla.com/blablas#0">0:00:00</a> - Introduction and welcoming</p>
<p><a href="https://geeksblabla.com/blablas#81">0:01:21</a> - Who/what is l3arbi?</p>
<p><a href="https://geeksblabla.com/blablas#984">0:16:24</a> - Is there possibilties that L3arbi will learn other arabic dialects other than darija?</p>
<p><a href="https://geeksblabla.com/blablas#1595">0:26:35</a> - Challenges of audio transcription</p>
<p><a href="https://geeksblabla.com/blablas#1651">0:27:31</a> - Live demo of L3arbi</p>
<p><a href="https://geeksblabla.com/blablas#1976">0:32:56</a> - Data training and Whisper and how many hours of darija data is used ?</p>
<p><a href="https://geeksblabla.com/blablas#2070">0:34:30</a> - Format of data that is used for training, and arcitecture of web application presented in DevoxxMA</p>
<p><a href="https://geeksblabla.com/blablas#2377">0:39:37</a> - The use case of DevoxxMA</p>
<p><a href="https://geeksblabla.com/blablas#2670">0:44:30</a> - Finetuning of an LLM, models and details</p>
<p><a href="https://geeksblabla.com/blablas#3380">0:56:20</a> - Evaluation set for different dialects per regions in morocco</p>
<p><a href="https://geeksblabla.com/blablas#3811">1:03:31</a> - Did you use manual transcription for the audio sets ?</p>
<p><a href="https://geeksblabla.com/blablas#4329">1:12:09</a> - The future plans of data sources for L3arbi solution.</p>
<p><a href="https://geeksblabla.com/blablas#4512">1:15:12</a> - Plans to open-source? Are there APIs available for developers to extend its functionality?</p>
<p><a href="https://geeksblabla.com/blablas#5100">1:25:00</a> - QA &amp; Giveaway</p>
<p><a href="https://geeksblabla.com/blablas#7180">1:59:40</a> - Conclusion and goodbye.</p>
<p><br></p>
<p><strong>Links</strong></p>
<ul>
<li><a href="https://huggingface.co/spaces/coqui/xtts" target="_blank">Huggingface</a></li>
<li><a href="https://huggingface.co/spaces/Geonmo/nllb-translation-demo" target="_blank">Translation demo for/from any language</a></li>
<li><a href="https://commonvoice.mozilla.org/" target="_blank">Common Voice</a></li>
<li><a href="https://whisperapi.com/" target="_blank">Whisper API</a></li>
</ul>
<p><br></p>
<p><strong>Prepared and Presented by</strong></p>
<ul>
<li><a href="https://twitter.com/_iMeriem" target="_blank">Meriem Zaid</a></li>
</ul>
<p><br></p>