Groq, an AI chip firm, needs everybody to overlook about Elon Musk’s snarky chatbot with nearly the same name, Grok. Lightning-fast demos from Groq went viral this weekend, making present variations of ChatGPT, Gemini and even Grok look sluggish. Groq claims to supply “the world’s quickest giant language fashions,” and third-party assessments are saying that declare would possibly maintain up.
In a break up second, Groq produces a whole lot of phrases in a factual reply, citing sources alongside the way in which, according to a demo posted on X. In one other demo, founder and CEO Jonathon Ross let a CNN host have a real-time, verbal conversation with an AI chatbot halfway across the world on live television. Whereas ChatGPT, Gemini, and different chatbots are spectacular, Groq might make them lightning-fast. Quick sufficient to have sensible use instances in the actual world.
Groq creates AI chips referred to as Language Processing Models (LPUs), which declare to be sooner than Nvidia’s Graphics Processing Models (GPUs). Nvidia’s GPUs are usually seen because the business normal for working AI fashions, however early outcomes present that LPUs would possibly blow them out of the water.
Groq is an “inference engine,” not a chatbot like ChatGPT, Gemini, or Develop. It helps these chatbots run extremely quick however doesn’t substitute them altogether. On Groq’s web site, you can test out different chatbots and see how briskly they run utilizing Groq’s LPUs.
Groq produces 247 tokens/second in comparison with Microsoft’s 18 tokens/second, in accordance with a third-party test from Artificial Analysis printed final week. Which means ChatGPT might run greater than 13x as quick if it was working on Groq’s chips.
AI chatbots like ChatGPT, Gemini, and Grok might be considerably extra helpful in the event that they had been sooner. One present limitation is that these fashions can’t sustain with real-time human speech; some delays make conversations really feel robotic. Google recently faked its Gemini demo to make it appear like Gemini might have a real-time, multi-modal dialog, though it could actually’t. However with Grok’s elevated speeds, that video might be a actuality.
Earlier than Groq, Ross co-founded Google’s AI chip division, which produced cutting-edge chips to coach AI fashions. With LPUs, Ross says Groq bypasses two LLM bottlenecks that GPUs and CPUs get caught on: compute density and memory bandwidth.
The title Grok comes from Stranger in a Unusual Land, a 1961 science fiction ebook by Robert Heinlein. The phrase means “to know profoundly and intuitively.” That’s the rationale so many AI corporations are utilizing it to explain their AI merchandise.
Not solely is there Ross’s Groq and Elon Musk’s Grok, however there’s additionally an AI-enabled IT company named Grok. Grimes additionally has an AI-powered toy, Grok, supposedly named after the way in which she and Musk’s youngsters say “Grocket.” Nonetheless, Ross claims his Groq was first in 2016.
“Welcome to Groq’s Galaxy, Elon” mentioned a November blog post from Ross, three days after Elon Musk launched xAI’s model of Grok. “You see, I’m the founder and CEO of the corporate referred to as Groq™,” mentioned Ross, ensuring to incorporate that Groq is a trademarked title.
Whereas Groq is receiving a whole lot of buzz, it stays to be seen if its AI chips have the identical scalability as Nvidia’s GPUs or Google’s TPUs. AI chips are a significant focus for OpenAI CEO Sam Altman as of late, who’s even contemplating constructing them himself. Groq’s elevated chip speeds might jumpstart the AI world, creating new prospects for real-time communication with AI chatbots.
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