✨SWE-fficiency: Can Language Models Optimize Real-World Repositories on Real Workloads?
📝 Summary:
SWE-fficiency is a new benchmark evaluating how language models optimize real-world software repositories for performance on actual workloads. Agents must identify bottlenecks and generate correct code patches matching expert speedup. Current agents significantly underperform, struggling with loc...
🔹 Publication Date: Published on Nov 8
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.06090
• PDF: https://arxiv.org/pdf/2511.06090
• Project Page: https://swefficiency.com/
==================================
For more data science resources:
✓ https://t.me/DataScienceT
#LLM #SoftwareOptimization #PerformanceTuning #AIagents #Benchmarking
📝 Summary:
SWE-fficiency is a new benchmark evaluating how language models optimize real-world software repositories for performance on actual workloads. Agents must identify bottlenecks and generate correct code patches matching expert speedup. Current agents significantly underperform, struggling with loc...
🔹 Publication Date: Published on Nov 8
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.06090
• PDF: https://arxiv.org/pdf/2511.06090
• Project Page: https://swefficiency.com/
==================================
For more data science resources:
✓ https://t.me/DataScienceT
#LLM #SoftwareOptimization #PerformanceTuning #AIagents #Benchmarking