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These days, I'd say the easiest and most effective approach is to put the whole book in the context of one of the longer context models.
by thomashop 2y ago
These days, I'd say the easiest and most effective approach is to put the whole book in the context of one of the longer context models.
- felix089 2y agoAgreed, for this use case probably the easiest way to go.
- KaoruAoiShiho 2y agoNot really, for something like gemini the accuracy and performance is very poor.
- farouqaldori 2y agoThe magic behind NotebookLM can't be replicated only with fine-tuning. It's all about the workflow, from the chunking strategy, to retrieval etc. For a defined specific use-case it's certainly possible to beat their performance, but things get harder when you try to create a general solution. To answer your question, the format of the data depends entirely on the use-case and how many examples you have. The more examples you have, the more flexible you can be.