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The Full Story of Large Language Models and RLHF

AssemblyAI

In the past months, an exquisitely human-centric approach called Reinforcement Learning from Human Feedback (RLHF) has rapidly emerged as a tour de force in the realm of AI alignment. What is the learning process of a language model? What is RLHF and how to make language models more aligned with human values?

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Best prompting practices for using the Llama 2 Chat LLM through Amazon SageMaker JumpStart

AWS Machine Learning Blog

This conversational model allows for building customized chatbots and assistants. In this post, we explore best practices for prompting the Llama 2 Chat LLM. We highlight key prompt design approaches and methodologies by providing practical examples. The examples are always shown in two code blocks.

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Choosing the Right Prompt for Language Models: A Key to Task-Specific Performance

Heartbeat

This level of interaction is made possible through prompt engineering, a fundamental aspect of fine-tuning language models. By carefully choosing prompts, we can shape their behavior and enhance their performance in specific tasks.