Large Language Models

Back: Natural Language Processing

Massive neural language models trained on internet-scale text data that exhibit emergent capabilities like reasoning, code generation, and instruction following. The most transformative development in modern AI.

Concepts

• Foundation Models
• Prompt Engineering
• In-Context Learning
• Retrieval-Augmented Generation
• Fine-Tuning LLMs
• RLHF and Alignment
• Agent Frameworks
• LLM Evaluation
• Inference Optimization

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nlp llm foundation-models