Hugging Face Buckets also recently added support for mounting Buckets as a filesystem: https://huggingface.co/changelog/hf-mount

The most interesting thing is that charges can be potentially much less if you have duplicated data in your bucket

Use Hugging Face inference providers for this: https://huggingface.co/docs/inference-providers/en/index

Test it with a web UI: https://huggingface.co/spaces/abidlabs/openai-gpt-oss-120b-t...

You could use Hugging Face's Inference API (which supports all of these API providers) directly making it easier to switch between them, e.g. look at the panel on the right on: https://huggingface.co/openai/whisper-large-v3

Love the recipes and docs here, kudos on the launch!

Official Gradio demo is here: https://huggingface.co/spaces/stabilityai/stable-fast-3d

(b) growth is still the right metric imo. for example, lots of open-source libraries (which by definition are available to use for free) measure and optimize for growth

We have ~220 total team members across all roles