### Book nlp ### Pocket Reference Title RLHF ### Proposed Content Pocket Ref for human alignment with RLHF ### Rationale One of the most popular alignment methods for LLMs ### Content Types - [x] Theoretical foundations - [x] Mathematical formulations - [x] Code examples - [x] Diagrams/visualizations - [x] Practical applications - [x] Common pitfalls/challenges ### Additional Resources - https://magazine.sebastianraschka.com/p/llm-training-rlhf-and-its-alternatives - https://magazine.sebastianraschka.com/p/tips-for-llm-pretraining-and-evaluating-rms?open=false#%C2%A7rlhf-vs-direct-preference-optimization-dpo - InstructLLM (https://arxiv.org/pdf/2203.02155)
Book
nlp
Pocket Reference Title
RLHF
Proposed Content
Pocket Ref for human alignment with RLHF
Rationale
One of the most popular alignment methods for LLMs
Content Types
Additional Resources