Pretraining vs Fine-tuning vs Instruction-tuning | LLMOps Engineer

A Complete Guide for LLMOps Engineers (2025 Edition) Modern LLM systems depend heavily on three core training stages: Pretraining Fine-tuning Instruction-tuning While these terms are often used interchangeably, they serve completely different pu...