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
Benchmarking different Large Language Models on practical software development challenges
Docs for Typical: the AI-native language authored entirely by ephemeral agents (SEA). Fully statically analyzable, TypeScript-familiar, Rust-backed, and engineered as a civilization-scale substrate. The design effort is being massively front-loaded. This repo is the official artifact store.
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.
Useful classes and methods for researching code-generation by LLMs.
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