Mastering LLM Techniques: Text Data Processing – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-07-03T22:20:47Z http://www.open-lab.net/blog/feed/ Amit Bleiweiss <![CDATA[Mastering LLM Techniques: Text Data Processing]]> http://www.open-lab.net/blog/?p=91738 2025-04-01T19:02:02Z 2024-11-13T18:05:06Z Training and customizing LLMs for high accuracy is fraught with challenges, primarily due to their dependency on high-quality data. Poor data quality and...]]> Training and customizing LLMs for high accuracy is fraught with challenges, primarily due to their dependency on high-quality data. Poor data quality and...

Training and customizing LLMs for high accuracy is fraught with challenges, primarily due to their dependency on high-quality data. Poor data quality and inadequate volume can significantly reduce model accuracy, making dataset preparation a critical task for AI developers. Datasets frequently contain duplicate documents, personally identifiable information (PII), and formatting issues.

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