Groq

AI & Machine Learning

Definitions

  1. A company that designs custom AI inference chips (Language Processing Units, or LPUs) optimized for running large language models at extreme speed. Groq's hardware achieves token generation speeds several times faster than GPU-based inference, making LLM responses feel nearly instantaneous. The company provides a cloud API where developers can access fast inference for open models like LLaMA and Mixtral. Groq gained viral attention when its API demonstrated hundreds of tokens per second, compared to the typical 30-80 tokens per second from GPU-based providers. The speed advantage comes from the LPU's deterministic execution model, which eliminates the memory bandwidth bottleneck that limits GPU inference. Groq represents a bet that purpose-built silicon for AI inference will outperform general-purpose GPUs.

    In plain English: A company that built special AI chips that run language models extremely fast. Their cloud API generates text so quickly that AI responses feel almost instant.

    Example: We switched our real-time coding assistant to Groq's API because the near-instant responses make it feel like local autocomplete.