Groq Revs Up AI: Custom Hardware Blazes Past Traditional Speeds for Language Models
Groq is a company that has developed custom hardware specifically designed for running large language models (LLMs) at significantly faster speeds than traditional methods. This opens up new possibilities for real-time AI applications that require fast response times.
Summary
- Groq is a company that specializes in developing high-performance processors and software solutions for AI, machine learning, and high-performance computing applications.
- They use custom-designed hardware called Language Processing Units (LPUs) instead of traditional Graphics Processing Units (GPUs) to run LLMs.
- Groq's LPU-based system is claimed to be up to 10 times faster than GPU-based alternatives.
- The company currently offers their engine and API to run pre-trained LLMs like Llama 2 and Mistral.
- Groq is planning to develop their own custom LLMs in the future, but for now, they are focused on expanding their open-source model offerings.