Code for Thought

[EN] Jean Zay Supercomputer, Large Language Models - Nathan Cassereau, Hatim Bourfoune


Listen Later

I met with Nathan Cassereau and Hatim Bourfoune from IDRIS, a national computing centre for the CNRS (the national research centre in France). Nathan and Hatim work on the Bloom project, an open source large language model, which was created using the Jean-Zay supercomputer. 
Thanks to Nathan and Hatim I had the chance to take a look at the machine after our interview. 
LLMs and AI/ML in general have created a lot of excitement. Hatim said he got into AI/ML himself, and he highlighted a Coursera course run by Andrew Ng. 

Here are a few links:

  • https://arxiv.org/abs/2211.05100 a paper on BLOOM on ArXiv
  • https://github.com/ncassereau-idris/lm-evaluation-harness Evaluation of LM 
  • https://github.com/dptrsa-300/start_with_bloom Getting started with BLOOM on GitHub
  • https://huggingface.co/bigscience/bloom Summary on BLOOM from Huggingface
  •  https://www.technologyreview.com/2022/07/12/1055817/inside-a-radical-new-project-to-democratize-ai/ a technology review on BLOOM by MIT
  • https://towardsdatascience.com/run-bloom-the-largest-open-access-ai-model-on-your-desktop-computer-f48e1e2a9a32 another BLOOM article
  • https://www.youtube.com/@CNRS-FIDLE YouTube channel by CNRS 
  • https://github.com/NVIDIA/Megatron-LM Megatron LM library used in the project
  • https://github.com/microsoft/DeepSpeed DeepSpeed library used in the project
  • https://pytorch.org PyTorch library 
  • https://www.genci.fr/en a national infrastructure to provide access to HPC (Grand Equipement National de Calcul Intensif) in France
  • https://en.wikipedia.org/wiki/Jean_Zay brief summary of Jean Zay's life
  • http://www.idris.fr/eng/jean-zay/jean-zay-presentation-e

Get in touch

Thank you for listening! Merci de votre écoute! Vielen Dank für´s Zuhören!

If you're like to support this show, you can leave a little tip at

https://en.tipeee.com/code-for-thought-podcast/

Contact Details/ Coordonnées / Kontakt:

  • Email mailto:[email protected]
  • UK RSE Slack (ukrse.slack.com): @code4thought or @piddie
  • US RSE Slack (usrse.slack.com): @Peter Schmidt
  • Mastodon: https://fosstodon.org/@code4thought or @[email protected]
  • Bluesky: https://bsky.app/profile/code4thought.bsky.social
  • LinkedIn: https://www.linkedin.com/in/pweschmidt/ (personal Profile)
    • LinkedIn: https://www.linkedin.com/company/codeforthought/ (Code for Thought Profile)

This podcast is licensed under the Creative Commons Licence: https://creativecommons.org/licenses/by-sa/4.0/

...more
View all episodesView all episodes
Download on the App Store

Code for ThoughtBy Peter Schmidt

  • 4.5
  • 4.5
  • 4.5
  • 4.5
  • 4.5

4.5

2 ratings


More shows like Code for Thought

View all
Talk Python To Me by Michael Kennedy

Talk Python To Me

590 Listeners

The Quanta Podcast by Quanta Magazine

The Quanta Podcast

499 Listeners

The Daily by The New York Times

The Daily

111,827 Listeners

Waveform: The MKBHD Podcast by Vox Media Podcast Network

Waveform: The MKBHD Podcast

5,926 Listeners

No Stupid Questions by Freakonomics Radio + Stitcher

No Stupid Questions

3,678 Listeners

Hard Fork by The New York Times

Hard Fork

5,443 Listeners

The Ezra Klein Show by New York Times Opinion

The Ezra Klein Show

15,237 Listeners

The Economics of Everyday Things by Freakonomics Network & Zachary Crockett

The Economics of Everyday Things

1,610 Listeners