KForge uses LLMs to generate cross-platform kernels for AI accelerators

Arxiv CS.LG (machine learning)

KForge is an LLM-driven system for generating optimized kernels across diverse AI accelerators targeting production inference. It leverages agentic pipelines to tailor compute and memory profiles for each stage, addressing heterogeneous hardware.

kforgellm

Arxiv CS.LG (machine learning)·Taras SeredaBurak BartanAnkita NayakTom St. JohnNatalie SerrinoZain Asgar

8 days ago