KernelBench

"Can LLMs write efficient GPU kernels?" (Mirhoseini's Scaling Intelligence lab, 1.1K★): Torch-to-CUDA transpilation tasks that became the standard benchmark for kernel-generation agents, with a Tinker RL integration. Siblings: Tokasaurus throughput-inference engine, TRACE capability-targeted agentic training (2026).