LLM2LLM: Synthetic Data for Fine-Tuning (UC Berkeley)

LLM2LLM: Can LLM teach other LLMs new knowledge? How is it done? What is the performance of those AI systems? Can LLMs generate high quality datasets for the fine-tuning of other (smaller) LLMs? For edge devices?
All questions answered in the latest video on synthetic data generation and synthetic data augmentation.
#ai #airesearch #newtechnology

[@user-bd8jb7ln5g]

One glaring omission form this list is a check of data's veracity. Or did I miss that?
An easy way to do it would be to feed the answers from the originating LLM back to itself and have them evaluated for accuracy, truthfulness.

[@Karl-Asger]

Very excited that I see a video from you on this topic 🎉

[@user-bd8jb7ln5g]

Is anybody using LLMs to process original source data, preparing/optimizing it for input?

[@scitechtalktv9742]

Very interesting!
I wonder: if I would like a LLM that is specialized in for example Physics knowledge, how could I use this method to generate such a specialized LLM?

[@sadaisystems]

Thanks for the video! What software do you use to create this beautiful presentations?

[@kevon217]

little grasshopper* LLM