Mr Lewis if this is insightful to you , it’s bloody magnificent to me
Groq is shaking up the AI world. It allows to chat with your Open-Source LLMs at 500 tokens/second. Beating ChatGPT, Claude, and Gemini.
Groq's speed comes from their custom Tensor Streaming Processor (TSP), or Linear Processor Unit (LPU). Unlike GPUs that use many cores for parallel tasks, LPUs streamline AI computations, offering predictable performance.
This design maximizes each clock cycle's efficiency, ensuring consistent throughput and low latency. LPUs also excel in energy efficiency by minimizing thread management and core underutilization.
Groq's chips can easily link together, avoiding traditional GPU cluster bottlenecks and allowing straightforward scalability.
It's a great alternative to high-demand GPUs like the A100s and H100s.
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