LLM-guided CUDA kernel generation framework with correctness validation and roofline analysis
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Updated
Dec 8, 2025 - Python
LLM-guided CUDA kernel generation framework with correctness validation and roofline analysis
BackBone AI is an innovative AI-driven code generation project designed to rapidly bootstrap robust and scalable backends using FastAPI and SQLAlchemy. It transforms natural language or structured schema definitions into production-ready Python code, focusing specifically on data persistence and API logic.
A browser playground to generate and run live Wokwi circuit simulations using any OpenAI-compatible LLM 🧠⚡️
Benchmarking different Large Language Models on practical software development challenges
https://arxiv.org/abs/2505.02133 Enhancing LLM Code Generation: A Framework for Systematic Evaluation of Multi-Agent Collaboration and Runtime Debugging for Improved Accuracy, Reliability, and Latency. Published in IEEE Xplore as part of the 2025 IEEE 19th International Conference on AICT.
Useful classes and methods for researching code-generation by LLMs.
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