PulseAugur
EN
LIVE 12:40:27

User details custom local LLM setup with 6 BC-250 boards

A user has detailed their setup for running large language models locally, utilizing six BC-250 boards. Their preferred configuration involves four boards running Qwen Next Flash IQ2_XS with a 100k context window, achieving approximately 28 tokens/sec for short generations and 24 tokens/sec at 50k context. The remaining two boards are used for running a 3.6 35b q4 model with a 100k context window at 60 tokens/sec. This entire setup is managed using llama with Vulkan and RPC over a 1Gb Ethernet connection, with a makeshift cardboard box serving as an intake fan system. AI

IMPACT Demonstrates custom hardware configurations for running LLMs locally, potentially inspiring similar setups for users with specific hardware needs.

RANK_REASON User-built hardware configuration for running LLMs.

Read on r/LocalLLaMA →

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

User details custom local LLM setup with 6 BC-250 boards

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
User-built hardware configuration for running LLMs.
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
6 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. r/LocalLLaMA TIER_1 English(EN) · /u/Ok-Breadfruit-3523 ·

    Update on the “Monstrosity”. 6 BC-250 board cluster

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1wviphh/update_on_the_monstrosity_6_bc250_board_cluster/"> <img alt="Update on the “Monstrosity”. 6 BC-250 board cluster" src="https://preview.redd.it/5kdxecn0xysh1.jpeg?width=640&amp;crop=smart&amp;auto=webp&…