nyuuzyou PRO

Multimodal reasoning is the way to go, especially with open source, congrats to the Moonshot team

Hello, Hugging Face uses git (or backwards-compatible xet) for storing files. When you upload a new version of a file to Git, it doesn't overwrite the old file. Instead, Git stores both versions, with the new version becoming the current one while the old version remains accessible in your history, which is why repositories grow over time.

@piper2024 Yes. Open the repository you want to delete files from, go to settings and under “Storage Usage” click “List LFS files”. There you can select multiple files and delete them at once

"Above the included 1TB (or 1TB per seat) of private storage in PRO and Enterprise Hub, private storage is invoiced at $25/TB/month, in 1TB increments."

https://huggingface.co/docs/hub/storage-limits

It's long been my view that LMArena isn't a fully reliable measure of real-world LLM performance. I suspect many users might click somewhat randomly, perhaps favoring answers based on superficial qualities like length, formatting, or speed, rather than deeper assessment.

Since all the Arena dialogues are publicly available on Hugging Face, a crowdsourced evaluation system utilizing that data seems like it could be quite valuable. It would also be interesting to see more development in automated evaluation systems, perhaps along the lines of "Arena-Hard-Auto" (though keeping such systems updated and robust is a challenge). However, building an effective automated evaluator would likely require training a specialized model on a large corpus, because I'm fairly certain that using a current powerful model like GPT-4-Turbo (or any other) for evaluation would introduce bias, favoring responses that align with its own style.