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UAE makes important contribution to AI computing energy | Pc Weekly Categorical Occasions

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G42 and Cerebras Programs introduced their strategic partnership in July 2023, together with a roadmap that the 2 corporations mentioned will considerably cut back the time it takes to coach synthetic intelligence (AI) fashions. Work is underway to construct Condor Galaxy, a cluster of 9 supercomputers with a deliberate capability of 36 exaFLOPs in complete.  

This, based on Andrew Feldman, CEO and co-founder of Cerebras Programs, “will add meaningfully to the worldwide stock of AI computing energy”.

Condor Galaxy is owned by G42, primarily based in Abu Dhabi. Cerebras Programs, primarily based in Sunnyvale, California, manages and operates Condor Galaxy via the Cerebras Cloud. The primary of the 9 AI supercomputers, Condor Galaxy 1 (CG-1), has already been deployed. With 54 million cores, it performs at 4 exaFLOPs, which makes it one of many largest AI supercomputers on this planet. 

Lending credence to the companions’ declare that their applied sciences will pace up coaching time, CG-1 has already been used to coach Jais, which makes use of 13 billion parameters, making it the world’s most superior giant language mannequin for the Arabic language. A lot of the work on Jais had taken place earlier than G42 and Cerebras shaped a partnership. What was lacking was time on a supercomputer to coach the mannequin – and that’s precisely the place G42 and Cerebras Programs made the distinction. 

“G42 and Cerebras had already been discussing potential collaboration since 2021,” mentioned Feldman. “Then earlier this yr, we noticed the rise of huge language fashions. Our expertise had matured, and there was curiosity within the UAE to do massive issues in AI.”

“It was the precise time and the precise folks,” he mentioned. “So, we started a giant proof of idea and issues went very well. We started flying out to go to them and acquired to know them – not simply in a enterprise context, but additionally in a private context. And their crew flew out right here and acquired to know us somewhat bit higher. By Might, we agreed to construct sufficient compute to alter the worldwide stock. Not solely did we modify the stock of computing energy, however we additionally added new giant language fashions to the combination.”

It would open the Arab-speaking world to the advantages of AI. “One apparent use case for the brand new language mannequin shall be in Arabic chatbots,” based on Andrew Jackson, CEO of Inception, a subsidiary of G42, and the entity behind the launch of Jais. “Because the mannequin learns, it may be utilized in authorities to reply an entire set of questions with out requiring you to attend for an individual to reply. It would even be used for scientific tasks and in different sectors, together with healthcare and monetary providers. And we count on a variety of different purposes – together with many who we haven’t even considered.”

Dashing up coaching via new applied sciences 

Cerebras developed two applied sciences to hurry up the data-intensive coaching course of for big AI fashions. The primary was a brand new structure, known as Wafer-Scale Cluster, that connects as much as 192 CS-2 methods and permits them to function as a single logical accelerator. Cerebras CS-2 methods, which make up the Condor Galaxy AI supercomputer, are powered by Cerebras’ Wafer-Scale Engine, a processor developed particularly to speed up deep studying.

In keeping with the corporate web site, it’s the largest and strongest AI processor on this planet. The design takes machine studying to a brand new degree by decoupling reminiscence from compute, which will increase the reminiscence obtainable to AI fashions from gigabytes (with graphics processing models) to terabytes. 

The second expertise was weight streaming, which exploits the compute and reminiscence options of the {hardware} to distribute work by streaming a mannequin one layer at a time in a purely data-parallel vogue. 

The partnership with G42 permits us to mix experience,” mentioned Feldman. “Their crew had wealthy experience in managing and deploying clouds. At Inception they’re model-builders and have world-class capabilities within the development of fashions. We carry our experience to that, after which we introduced a few of our expertise that permits us to distribute these fashions extraordinarily shortly throughout big compute clusters and use the efficiency of those machines to scale back the period of time it takes to coach fashions.”

Boosting the UAE to world management in AI

The G42-Cerebras Programs partnership is a part of the UAE’s broader nationwide AI initiative, which goals not solely to extend using AI within the nation, but additionally to develop the abilities and expertise to spice up the nation to a place of management. The UAE has already invested closely in AI and is the primary nation on this planet to appoint a minister for AI of their federal authorities. Furthermore, one of many nation’s universities, Mohamed bin Zayed College of Synthetic Intelligence (MBZUAI), is the primary post-graduate college on this planet targeted fully on AI. 

The companions plan to deploy the following two supercomputers, CG-2 and CG-3, within the US by early 2024. Then, G42 and Cerebras intend to carry on-line the opposite six Condor Galaxy supercomputers later in 2024, with the ambition to learn not solely clients within the Center East, but additionally wherever else on this planet.

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