Gradian

Gradian helps developers identify specific data points that negatively impact LLM fine-tuning performance. The tool scores every training example against capabilities lost during the LoRA fine-tuning process. Beyond influence math, Gradian executes a battery of dataset and configuration checks to catch failures that typical attribution methods might miss, ensuring higher quality datasets for model training.