LoRA adapters that let one open-weight model serve every LLM call of an end-to-end OpenFOAM agent: planning the case, writing the configuration files, diagnosing solver errors, and repairing the case. They accompany the paper FoamGPT: Fine-Tuning Large Language Models for Agentic Automation of CFD Simulations with OpenFOAM (anonymous submission). Code, data, and evaluation scripts are in the companion code repository. The shared adapters are the systems reported as FoamGPT. Records are teacher completions from variants 1-7 of the FoamBench Basic families; records longer than 16,384 tokens after chat templating are dropped (147 erroranalysis records with the Nemotron tokenizer, 148 with the…
Independent publisher
Jiaying(Michael) Wang
ghzlmc
Models in Library1
Datasets in Library0
Models on Hugging Face4
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