This is an HPC code instruct dataset that was used to train the HPC-Coder-v2 models. There are 122k samples generated synthetically using Gemini Pro, DBRX,Llama-3 and Mixtral.

There are four types of instruct samples in HPC-Instruct detailed below.

• Code Synthesis: The instruction tasks the LLM to generate code to solve an HPC related problem.
• Parallelization: The instruction tasks the LLM to parallelize an existing sequential code.
• Optimization: The instruction tasks the LLM to optimize an existing code.
• Translation: The instruction tasks the LLM to translate code from one execution model to another (i.e. CUDA to OpenMP).