Omkar2118/datasets huggingface dataset:
opencl-llmperf

A collection of datasets and benchmarks for large-scale Performance Modeling with LLMs.

This collection includes these dataset:
1. **github-200K**: a first version dataset that contains ~1300 kernel's execution time with input size - global size correlation and imbalanced data.
2. **github-350k**: a second version dataset continued from the first that fix the imbalanced data problem.
3. **github-400k**: a third version dataset continued from the second that relax the input - global size correlation.
4. **github-600K**: a fourth version dataset that contains ~6000 kernel's execution time with input size - global size correlation and have balanced data.
5. **benchmark-[]**: benchmarks for LLMs performance on Perfomance Modeling task.

Introducing paper: LLMPerf: GPU Performance Modeling meets Large Language Models