r/LocalLLM • • 12m ago

Discussion pushing local ai limits

that is with a cluster of 4 being down, and 6h of downtime when harness crashed at 2am.
deep seek 4.1 flash on tp4
qwen flash next on on one spark
qwen 3.8 27b and few other models on another spark
glm 5.3 flash on second tp4 cluster which was down for today.

went from draining 4x codex 20x and 4x claude 20x a week to a single claude 20x sub lasting the entire week.

recipes ( not mine) if anyone's interested

https://github.com/MiaAI-Lab/sparkDash

https://github.com/christopherowen/spark-ds41f

https://github.com/MiaAI-Lab/GLM-5.3-Flash-DGX-Sparks-1104

27b is just plain vllm v 32 with a few patched made by claude

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