GROQ — A Quickest and Cheapest LLM Inference

Author(s): M. Haseeb Hassan

Originally published on Towards AI.

A Game Changer in AI Processing — Speed, Efficiency, and Beyond
GROQ — A quickest and cheapest LLM Inference Platform

Groq recently received much attention as one of the quickest LLM Inference methods available. LLM practitioners are always keen to reduce the latency of the responses and it’s been a serious obstacle in the optimization of AI systems. Groq has claimed 25x speed than GPT4 and 10x speed than Gemini1.5 (operating at ~50 tokens every second).

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Groq is a startup developing high-performance processors for AI and ML workloads. The company’s flagship is LPU (Language Processing unit) designed to accelerate the LLMs. The key benefit of the Groq chip is “Groqpy” which enables developers to program the chip using Python without having any extensive knowledge about the hardware design.

With the LLMs conquering all the fields — speed has become a serious hurdle in the optimization of real-time applications. The LLM practitioners always complain and work on the latency of LLM response…. Read the full blog for free on Medium.

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Published via Towards AI