<p>GPUs accelerate model training by providing memory bandwidth needed for large datasets and freeing up CPU resources for other tasks.</p>
<p>Teams self-hosting LLMs should understand that choosing an appropriate GPU is one of the most consequential decisions, as it has a direct bearing on performance, latency and cost. Factors to be taken into account include CUDA cores, Tensor cores, VRAM memory size and price.</p>

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