Chapter 9, Empowering AI Models: Fine-Tuning RAG Data and Human Feedback
- Do all organizations need to manage large volumes of RAG data?
No, many corporations only need small data volumes.
- Is the GPT-4-o-mini model described as insufficient for fine-tuning tasks?
No, GPT-4o-mini is described as cost-effective for fine-tuning tasks.
- Can pretrained models update their knowledge base after the cutoff date without retrieval systems?
No, models are static and rely on retrieval for new information.
- Is it the case that static data never changes and thus never requires updates?
No, Only that it remains stable for a long time, not forever.
- Is downloading data from Hugging Face the only source for preparing datasets?
Yes, Hugging Face is specifically mentioned as the data source.
- Are all RAG data eventually embedded into the trained model’s parameters?
No, non-parametric...
