arxiv.org/abs/2312.05934
0:00 Comparing Fine-tuning and Retrieval Augmented Generation
0:34 Using LLMs for Specialized Domains
1:13 Fine-tuning vs In-context Learning Techniques
2:23 Causes of LLM Factual Errors and Hallucinations
3:50 Constructing the Experiment Dataset
4:45 Models Tested and Accuracy Comparison
5:51 RAG Outperforms Fine-tuning Across Models
6:20 Why RAG Performs Better Than Fine-tuning
7:01 Caveats and Open Questions
7:39 Conclusion and Wrap-up
Video explaining MMLU and other benchmarks: • LLM benchmarks
Негізгі бет Ғылым және технология Fine-tuning or RAG?
Пікірлер: 4