AIBullisharXiv – CS AI · 8h ago6/10
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StepPRM-RTL: Stepwise Process-Reward Guided LLM Fine-Tuning for Enhanced RTL Synthesis
Researchers introduce StepPRM-RTL, a framework that enhances LLM-based RTL code generation for hardware design by combining stepwise trajectory modeling, process-reward models, and retrieval-augmented fine-tuning. The system achieves over 10% improvement in functional correctness compared to prior methods, advancing automation in hardware design workflows.