Live data from Hacker News

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

huggingface.co

1–4 of 4 posts

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

#2
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.

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

#3
post #2

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.

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.