5 LLM Pretraining Methods
Abstract
Generative artificial intelligence (AI), an AI technique produces original text, sounds, 3D models, animation, and images. It is powered by large-scale machine learning (ML) models that leverage pretrained deep neural networks on massive datasets. Pretraining mostly aims to guess the next word in a sentence or fill in masked words inside the sequence. Through this unsupervised learning exercise, the model learns to comprehend the linguistic structures and statistical trends. Through pretraining, large language model (LLM) acquires a general understanding of syntax, grammar, and semantics. It helps in establishing a strong basis for language comprehension ...
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