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Quad R9700 AI Pro GPUs achieve 17.6k tokens/sec with vLLM-Radiance

By PulseAugur Editorial · [1 sources] ·

A user shared their experience achieving high performance with a quad setup of R9700 AI Pro GPUs using vLLM-Radiance. They reported reaching 17.6k tokens per second for prefill and a peak throughput of 106 tokens per second. This setup, running on a Gigabyte MZ32-AR0 motherboard with an EPYC 7282 CPU and the Hermes model with Qwen 3.8 27b, officially supports dual GPU configurations but the user found success with four. AI

IMPACT Demonstrates high throughput for local LLM inference, potentially improving user experience and accessibility.

RANK_REASON User-reported performance benchmark of hardware and software for local LLM deployment.

Read on r/LocalLLaMA →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Quad R9700 AI Pro GPUs achieve 17.6k tokens/sec with vLLM-Radiance

How we ranked this

Signal score
2 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
User-reported performance benchmark of hardware and software for local LLM deployment.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
infra, product
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Same-day
Cluster formed today. Ranking reflects the current source set at time of score.

Full methodology in our editorial standards.

COVERAGE [1]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/im_EDEN ·

    Quad R9700 AI Pro with vLLM-Radiance easily reaching 17,6k PP

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1w5i3di/quad_r9700_ai_pro_with_vllmradiance_easily/"> <img alt="Quad R9700 AI Pro with vLLM-Radiance easily reaching 17,6k PP" src="https://preview.redd.it/74bmvel9b5nh1.png?width=140&amp;height=52&amp;auto=we…

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