4 ms·

DPO fine-tuned Mistral 7B beats Llama 70B on MT Bench

• brucethemoose2 3y ago
  > <|system|>, <|user|> and <|model|>. Oh hey, thats almost Metharme's format. It must originate from an older model, as most new models dont use that syntax.
• amilios 3y ago
  Can anyone corroborate this anecdotally? I.e. has anyone actually looked at the output of the two models side-by-side for common tasks? There's lots of talks these days about academic benchmarks being pretty "broken" for modern LMs, and not really properly showcasing the differences between models. I wonder if that's the case here or if the model is genuinely better.
  • brucethemoose2 3y ago
    I dunno. I totally missed this and will check it out. - Huggingface is less likely to "cheat" by training on tests than other orgs, I think. - Some finetunes are really good at a particular test (like XWin). This isnt necessarily a bad thing, if they are good at a specific niche.