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Tag: finetuning

2 posts with this tag

Building a Pipeline for Automating Case Study Classification

Building a Pipeline for Automating Case Study Classification

Can automated classification effectively distinguish real-world, production-grade LLM implementations from theoretical discussions? Follow my journey building a reliable LLMOps classification pipeline—moving from manual reviews, through prompt-engineered approaches, to fine-tuning ModernBERT. Discover practical insights, unexpected findings, and why a smaller fine-tuned model proved superior for fast, accurate, and scalable classification.

Mar 13, 20256 mins

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