Pretraining

Pretraining is the foundation of the foundation model paradigm because the model acquires broad knowledge of language, visual structure, or multimodal patterns during this stage. Much of the adaptability needed for downstream tasks is gained here. The diversity, volume, and quality of the data directly shape the model’s later capability.