This week, ByteDance, the dad or mum firm of TikTook, launched the Ark Large Languge Model Platform via its cloud computing service, Volcano Engine. The new platform will characteristic AI fashions from seven startup corporations and analysis establishments, together with Zhispect AI and MiniMax, and can provide providers on the market to the general public. ByteDance plans for deeper cooperation with these entities, which have already arrange exhibition cubicles at Volcano Engine occasions, and their founders or co-founders have publicly said their intent for future collaboration with the Volcano Engine.
To appeal to startups to make use of Volcano Engine for his or her fashions, ByteDance has swiftly allotted idle computing assets from its companies, similar to TikTook, and presents computation providers at costs decrease than its opponents. The President of Volcano Engine, Tan Dai, identified that almost all massive mannequin corporations in China use the Volcano Engine for coaching and it’s only logical for them to additionally use it for inference.
At the start of this yr, ByteDance fashioned no less than three groups to develop massive fashions in a bid to capitalize on the alternatives offered by the big AI fashions. The firm ordered over $1 billion value of GPUs from Nvidia and the founder, Zhang Yiming, who stepped down as CEO two years in the past, has began reviewing associated papers and sharing insights with some groups.
ByteDance’s objective is not only to develop massive fashions like OpenAI, but in addition to determine a platform leveraging its considerable GPU reserves to assist startups practice and promote massive fashions. In the phrases of Tan Dai, they plan to introduce extra massive fashions sooner or later. Besides making use of these to their companies, ByteDance may even promote them on its platform.
Tan Dai said that this determination relies on two judgments: the big mannequin market is not going to be dominated by a number of fashions, and companies will use a number of fashions to develop functions or rework their companies. He additional identified that though “super models” are efficient, they don’t seem to be cost-effective, and never all issues require “super models”. Furthermore, with various trade necessities and totally different coaching information for the fashions, there’ll exist massive fashions focusing on particular industries or various parameter sizes, which determines the fee.
The consensus within the trade is that giant fashions current alternatives for Chinese cloud computing corporations. However, their approaches differ. While Baidu and Alibaba have chosen to first develop their very own massive fashions after which provide providers, Tencent has but to launch a self-developed mannequin. Tencent‘s technique, as said by Ma Huateng, is to first set up a platform to draw massive fashions pertinent to varied industries after which provide providers.
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