Large Language Models

Distributed LLM Training & DDP, FSDP Patterns: Examples

Training large language models (LLMs) like GPT-4 requires the use of distributed computing patterns as there is a need to…

11 months ago

Attention Mechanism Workflow & Transformer: Examples

The attention mechanism workflow in the context of transformers in NLP, is a process that enables the model to dynamically…

12 months ago

NLP: Different Types of Language Models – Examples

Have you ever wondered how your smartphone seems to know exactly what you're going to type next? Or how virtual…

12 months ago

Large Language Models (LLMs) & Semantic Search: Examples

Have you ever marveled at how typing a few words into a search engine yields exactly the information you're looking…

12 months ago