The New Stack Podcast

How Training Data Differentiates Falcon, the LLM from the UAE


Listen Later

The name "Falcon" for the UAE’s large language model (LLM) symbolizes the national bird's qualities of courage and perseverance, reflecting the vision of the Technology Innovation Institute (TII) in Abu Dhabi. TII, launched in 2020, addresses AI’s rapid advancements and unintended consequences by fostering an open-source approach to enhance community understanding and control of AI. In this New Stack Makers, Dr. Hakim Hacid, Executive Director and Acting Chief Researcher, Technology Innovation Institute emphasized the importance of perseverance and innovation in overcoming challenges. Falcon gained attention for being the first truly open model with capabilities matching many closed-source models, opening new possibilities for practitioners and industry. 

Last June, Falcon introduced a 40-billion parameter model, outperforming the LLaMA-65B, with smaller models enabling local inference without the cloud. The latest 180-billion parameter model, trained on 3.5 trillion tokens, illustrates Falcon’s commitment to quality and efficiency over sheer size. Falcon’s distinctiveness lies in its data quality, utilizing over 80% RefinedWeb data, based on CommonCrawl, which ensures cleaner and deduplicated data, resulting in high-quality outcomes. This data-centric approach, combined with powerful computational resources, sets Falcon apart in the AI landscape.

 

Learn more from The New Stack about Open Source AI: 

Open Source Initiative Hits the Road to Define Open Source AI 

 Linus Torvalds on Security, AI, Open Source and Trust

Transparency and Community: An Open Source Vision for AI 

Join our community of newsletter subscribers to stay on top of the news and at the top of your game. 


Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

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

The New Stack PodcastBy The New Stack

  • 4.3
  • 4.3
  • 4.3
  • 4.3
  • 4.3

4.3

31 ratings


More shows like The New Stack Podcast

View all
Freakonomics Radio by Freakonomics Radio + Stitcher

Freakonomics Radio

32,304 Listeners

The Joe Rogan Experience by Joe Rogan

The Joe Rogan Experience

230,196 Listeners

The Tim Ferriss Show by Tim Ferriss: Bestselling Author, Human Guinea Pig

The Tim Ferriss Show

16,196 Listeners

The New Stack Analysts by The New Stack

The New Stack Analysts

9 Listeners

The New Stack @ Scale by The New Stack

The New Stack @ Scale

3 Listeners

Software Engineering Radio - the podcast for professional software developers by team@se-radio.net (SE-Radio Team)

Software Engineering Radio - the podcast for professional software developers

272 Listeners

Pivot by New York Magazine

Pivot

9,749 Listeners

The a16z Show by Andreessen Horowitz

The a16z Show

1,101 Listeners

Software Engineering Daily by Software Engineering Daily

Software Engineering Daily

623 Listeners

The Cloudcast by Massive Studios

The Cloudcast

151 Listeners

The New Stack Context by The New Stack

The New Stack Context

4 Listeners

DevOps Paradox by Darin Pope & Viktor Farcic

DevOps Paradox

25 Listeners

All-In with Chamath, Jason, Sacks & Friedberg by All-In Podcast, LLC

All-In with Chamath, Jason, Sacks & Friedberg

10,275 Listeners

Dwarkesh Podcast by Dwarkesh Patel

Dwarkesh Podcast

519 Listeners

Hard Fork by The New York Times

Hard Fork

5,536 Listeners

The Rest Is History by Goalhanger

The Rest Is History

15,904 Listeners