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Shashwat Pandey

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#large language models Open access Sep 2026

HELM: Compiler-Guided Heterogeneous Execution for Large Language Models on Memory-Constrained Systems (Artifact)

Artifact for the CASES/ESWEEK paper 'HELM: Compiler-Guided Heterogeneous Execution for Large Language Models on Memory-Constrained Systems'. Contains the HELM compiler and runtime (roofline-based CPU-GPU partition search, static per-device FX graphs, AVX2+F16C GEMV kernel, paged KV cache with streaming attention), benc...

Atharva Khedkar, Shashwat Pandey, Aviral Shrivastava · 0 citations

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