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Yi-Qi Liu

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#large language models Book Open access Sep 2026

AccESM: Packed-Total Exact Inference for CPU ESM2 Embedding

Protein language models such as ESM2 are now common tools in biology, and a common task is to compute pooled embeddings for large sequence sets. In many labs, this workload runs on shared CPU servers rather than GPUs, making CPU inference an important systems problem. Existing CPU stacks are general-purpose: they are n...

Wen-Hao Sun, Pan-Pan Cui, Yi-Qi Liu et al. · Proceedings of the Internati... · 0 citations