I built an engine that runs Qwen-Flash-Next at nearly 400t/s on cheap(ish) hardware. 3x V100 32GB in an old R740. Originally forked from strata but the engine guts all built for the old Volta generation.
2.40T2 sourcer/LocalLLaMA
r/LocalLLaMAoriginal source ↗
Source record
Published by r/LocalLLaMA (T2 source). The original is at https://www.reddit.com/r/LocalLLaMA/comments/1xg9cr1/i_built_an_engine_that_runs_qwenflashnext_at/.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryA developer reports that a custom inference engine, forked from Strata and optimized for Volta, runs Qwen-Flash-Next at nearly 400 tokens per second on three used V100 32GB GPUs in an R740 server.
Why it mattersProvides a concrete reference for high-throughput local inference; benchmark methodology, engine code, and reproducibility details remain unspecified.
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