#158 - L3arbi chatbot: A Technical deep dive

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. Guests Faissal Boutaounte Nouamane Tazi Notes 0:00:00 - Introduction and welcoming 0:01:21 - Who/what is l3arbi? 0:16:24 - Is there possibilties that L3arbi will learn other arabic dialects other than darija? 0:26:35 - Challenges of audio transcription 0:27:31 - Live demo of L3arbi 0:32:56 - Data training and Whisper and how many hours of darija data is used ? 0:34:30 - Format of data that is used for training, and arcitecture of web application presented in DevoxxMA 0:39:37 - The use case of DevoxxMA 0:44:30 - Finetuning of an LLM, models and details 0:56:20 - Evaluation set for different dialects per regions in morocco 1:03:31 - Did you use manual transcription for the audio sets ? 1:12:09 - The future plans of data sources for L3arbi solution. 1:15:12 - Plans to open-source? Are there APIs available for developers to extend its functionality? 1:25:00 - QA & Giveaway 1:59:40 - Conclusion and goodbye. Links Huggingface Translation demo for/from any language Common Voice Whisper API Prepared and Presented by Meriem Zaid