implementation detail · filed under evaluation
Verified CUDA kernels
CUDA kernels verified as artifacts in a synthetic-data generation process involving teacher-model distillation.
Also called Verified CUDA kernels for synthetic data.
- source
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- model
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- lab adopt it
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How sources treat it
One count per evidence span, weakest treatment to strongest.
used 1
Documented in
Evidence
1 span quoted from the sources, strongest treatment first.
candidate solutions, best-of-n selection traces, and verified CUDA kernels
useddata curationin Nemotron 3.5 LightningNVIDIA
Filed alongside
Other methods under evaluation :: benchmark.
High-confidence ProgramBench subsetArtificial Analysis Intelligence IndexBrowseComp with SearchCAD visual reproductionCapture-the-Flag (CTF) evaluationComputer use closed-loop evaluationDisabling tool searchDomain whitelistExecution-grounded evaluationF2P/P2F acceptance criterionFail-to-pass and pass-to-pass evaluation pointsGPU kernel optimization task suiteKernelBenchLiving in-house benchmark suiteLongBench v2Multiple-rollout evaluationPaperBenchPinchBenchProfBench with SearchScaleAI Multi Challenge Multi Turn Instruction FollowingSQuADSWE-bench VerifiedThree-configuration cyber range testingVals.ai