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Yeongpil Cho

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Open access Jul 2026

Runtime-Controlled Evaluation of Speculative Decoding Methods

Reported Speculative decoding (SD) speedups are difficult to compare because methods are commonly evaluated with different serving runtimes and configurations. We present SpecLLM, a pluggable evaluation framework that applies common scheduling, batching, KV-cache, CUDA Graph, and execution-backend policies across metho...

Sungkyun Kim, Jaemin Kim, Yeongpil Cho et al. · 0 citations

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