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28 TPS on Qwen2.5-7B across two separate cloud regions over public WAN using speculative decoding + CUDA Graphs [P]

Via r/MachineLearning
Sunday, Aug 23, 2026 · 12:30PM
Summary

been building ShardFlow for the past few months, a distributed LLM inference framework that splits any HuggingFace transformer across N GPU machines and uses neural speculative decoding to deal with WAN latency. the setup for the benchmark: two T4 nodes in separate GCP regions (Iowa + Oregon) talkin

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