✨Towards Automated Kernel Generation in the Era of LLMs
📝 Summary:
This survey explores how large language models and agent systems are automating kernel generation and optimization, a critical yet non-scalable process for AI systems. It provides a structured overview of existing approaches, datasets, and benchmarks, aiming to unify this fragmented field and out...
🔹 Publication Date: Published on Jan 22
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2601.15727
• PDF: https://arxiv.org/pdf/2601.15727
• Github: https://github.com/flagos-ai/awesome-LLM-driven-kernel-generation
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For more data science resources:
✓ https://xn--r1a.website/DataScienceT
#LLMs #KernelGeneration #AI #Automation #CodeGeneration
📝 Summary:
This survey explores how large language models and agent systems are automating kernel generation and optimization, a critical yet non-scalable process for AI systems. It provides a structured overview of existing approaches, datasets, and benchmarks, aiming to unify this fragmented field and out...
🔹 Publication Date: Published on Jan 22
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2601.15727
• PDF: https://arxiv.org/pdf/2601.15727
• Github: https://github.com/flagos-ai/awesome-LLM-driven-kernel-generation
==================================
For more data science resources:
✓ https://xn--r1a.website/DataScienceT
#LLMs #KernelGeneration #AI #Automation #CodeGeneration
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