---
title: "#nvidia-mps articles | Hashnode"
description: "Explore 1 articles tagged #nvidia-mps on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/nvidia-mps"
---

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# #nvidia-mps

1 posts · 0 followers

[Akshay Suryawanshi](https://hashnode.com/@akshaysuryawanshi) · [Oct 16](https://hashnode.com/posts/from-replicas-to-fp8-my-first-vllm-performance-investigation/6ad2ae0da305ffe6691825e0)

### [From Replicas to FP8: My First vLLM Performance Investigation](https://akshaysuryawanshi.hashnode.dev/from-replicas-to-fp8-my-first-vllm-performance-investigation?utm_source=hashnode&utm_medium=feed)

Testing vLLM replicas, NVIDIA MPS, and FP8 KV cache and attention on one laptop GPU, measuring throughput, latency, goodput, and answer quality.

10 min read · [akshaysuryawanshi.hashnode.dev](https://akshaysuryawanshi.hashnode.dev/from-replicas-to-fp8-my-first-vllm-performance-investigation?utm_source=hashnode&utm_medium=feed)