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UNA: Uniform Neural Alignment. Haven't u noticed yet? Each model that I uniform, behaves like a pre-trained.. and you likely can fine-tune it again without dama
by fblgit 3y ago
UNA: Uniform Neural Alignment.
Haven't u noticed yet? Each model that I uniform, behaves like a pre-trained.. and you likely can fine-tune it again without damaging it.
If you chatted with them, you know .. that strange sensation, you know what is it.. Intelligence.
Xaberius-34B is the highest performer of the board, and is NOT contaminated.
- valine 3y agoHow much data do you need for UNA? Is a typical fine tuning dataset needed or can you get away with less than that?
- fblgit 3y agodoesn't require much data, in a 7B can take a couple hours ~
- valine 3y agoThat’s cool. A couple hours on a single GPU or like 8x a100s?
- brucethemoose2 3y agoIn addition to what was said, if its anything like DPO you don't need a lot of data, just a good set. For instance, DPO requires "good" and "bad" responses for each given prompt.