Tag: GPU memory optimization

Multi-GPU Inference Strategies for Large Language Models: Tensor Parallelism 101

by Phillip Ramos

Tensor parallelism lets you run massive LLMs across multiple GPUs by splitting model layers. Learn how it works, why NVLink matters, which frameworks support it, and how to avoid common pitfalls in deployment.

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