---
title: "#fp8 articles | Hashnode"
description: "Explore 2 articles tagged #fp8 on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/fp8"
---

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# #fp8

2 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)

[Muhammad Tahir](https://hashnode.com/@mtahir27) · [Oct 12](https://hashnode.com/posts/model-distillation-quantization-running-8b-parameter-models-at-a-fraction-of-cloud-cost/6acc7232421a63140113fb51)

### [Model Distillation & Quantization: Running 8B Parameter Models at a Fraction of Cloud Cost](https://mtdeveloper.hashnode.dev/model-distillation-quantization-running-8b-parameter-models-at-a-fraction-of-cloud-cost?utm_source=hashnode&utm_medium=feed)

This article was originally published on Muhammad Tahir's Portfolio. Introduction & Industry Context In the production AI landscape of 2026, enterprise architectures are undergoing a decisive paradigm

13 min read · [mtdeveloper.hashnode.dev](https://mtdeveloper.hashnode.dev/model-distillation-quantization-running-8b-parameter-models-at-a-fraction-of-cloud-cost?utm_source=hashnode&utm_medium=feed)