GPU kernels
PulseAugur coverage of GPU kernels — every cluster mentioning GPU kernels across labs, papers, and developer communities, ranked by signal.
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New benchmark tests LLMs on realistic AI framework kernel generation
Researchers have introduced RealisticTritonBench, a new benchmark designed to evaluate the ability of large language models (LLMs) to generate Triton kernels for AI frameworks. This benchmark addresses limitations of pr…
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Evolution Fine-Tuning teaches LLMs to learn across tasks
Researchers have introduced Evolution Fine-Tuning (EFT), a novel training paradigm designed to teach Large Language Models (LLMs) how to evolve solutions across a variety of tasks. By converting evolutionary search traj…
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Survey details LLM-driven automation for GPU kernel generation
A new survey paper explores the use of large language models (LLMs) and agentic systems for automating the generation and optimization of GPU kernels. These kernels are crucial for the performance of AI systems, but the…