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#158 - L3arbi chatbot: A Technical deep dive

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Manage episode 381287041 series 3118163
内容由Geeksblabla提供。所有播客内容(包括剧集、图形和播客描述)均由 Geeksblabla 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

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

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

Prepared and Presented by

  continue reading

179集单集

Artwork
icon分享
 
Manage episode 381287041 series 3118163
内容由Geeksblabla提供。所有播客内容(包括剧集、图形和播客描述)均由 Geeksblabla 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

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

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

Prepared and Presented by

  continue reading

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