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R9V software update boosts local LLM inference speed and stability

By PulseAugur Editorial · [1 sources] ·

The R9V software has received an update, improving performance and stability for local large language model inference. The update enhances speed, achieving approximately 100 tokens per second with the Qwen3.8 Flash Next IQ4_XS model on specific hardware configurations. It also addresses stability issues related to SSD streaming and introduces support for the Q4_K_XL quantization, albeit at a lower speed. AI

IMPACT Improves performance and stability for users running local LLMs on consumer hardware.

RANK_REASON Software update for a specific local LLM inference tool.

Read on r/LocalLLaMA →

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

R9V software update boosts local LLM inference speed and stability

How we ranked this

Signal score
6 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
Software update for a specific local LLM inference tool.
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
product, infra
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
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

Full methodology in our editorial standards.

COVERAGE [1]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/Public_Umpire_1099 ·

    R9V Update: now ~100 tok/s in TG on Qwen3.8 Flash Next IQ4_XS on x2 R9700 + 128GB RAM. Fixed crashes with n-gram SSD streaming, improved diagnostics, plus pinned images. Q4_K_XL now supported, 50 tok/s TG.

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1wfroih/r9v_update_now_100_toks_in_tg_on_qwen38_flash/"> <img alt="R9V Update: now ~100 tok/s in TG on Qwen3.8 Flash Next IQ4_XS on x2 R9700 + 128GB RAM. Fixed crashes with n-gram SSD streaming, improved diagn…

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