Tag: 数据工程 (2 articles)

IBM's Granite 4.1 series demonstrates that a meticulously engineered data pipeline and multi-stage training can enable an 8B dense model to match or exceed the performance of a previous 32B MoE model, highlighting a paradigm shift where data quality trumps parameter count.

The article highlights that the core challenge of production-grade OCR automation is handling diverse, messy real-world documents, and presents the evolution from rule-based, ML-based, to agentic approaches and a framework for choosing between them.