Tag: LLM optimization
22Aug
Role-Based Prompting for Generative AI: How Expert Personas Improve Output
Learn how role-based prompting works to get better results from generative AI. Discover why expert personas matter, when they fail, and how to craft them effectively.
6May
Curriculum Learning in NLP: Ordering Data for Better Large Language Models
Curriculum Learning in NLP orders training data from easy to hard, boosting LLM performance by 5-15% and cutting training time by up to 35%. Explore metrics, implementation challenges, and future adaptive systems.
7Apr
Task-Specific Prompt Blueprints for Search, Summarization, and Q&A
Learn how to move from ad-hoc prompting to structured prompt blueprints for LLMs. Expert guides on search, summarization, and Q&A using CoT and JSON Schema.