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Technology
Announcement

RL environments get a home on Hugging Face Hub

The announcement says framework-specific loaders have made environments published for one RL framework unusable in others.

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3 Sources, 1h ago, first seen 1h ago

TLDR

A post announces that RL environments are coming to Hugging Face Hub. It argues that separate hubs, registries and GitHub lists make environments difficult to use across frameworks. The author says environments should be treated like datasets because they consist of tasks, tests, containers and reward functions, and the Hub already stores, versions, gates and previews data.

Combined views

16.4K

3 Sources, first seen 1h ago

72 likes6 comments58 saves10 reposts

Combined views

16.4K

3 Sources, first seen 1h ago

72 likes6 comments58 saves10 reposts

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3 Sources

@ben_burtenshawRL environments now have a home on the @huggingface Hub. Every RL framework has its own way to find environments. Custom hubs, runtime registries, GitHub lists with a custom loader. If you publish for one framework, users of the others can’t load it. We think that is wrong. Environments should be just like datasets because it’s made from tasks, tests, containers and reward functions. The Hub already stores, versions, gates and previews data for millions of people so it doesn’t need a second system. Here’s how we’re shipping environments on the hub: http://huggingface.co/blog/rl-environments1h
@adithya_s_kThis is hugeeee for open-source RL environments. You can now discover environments across OpenEnv, Verifiers, Harbor, NeMo Gym, and more, all on the @huggingface Hub. A common home for RL environments is long overdue. Excited for what’s coming next !1h
@huggingfaceRT @adithya_s_k: This is hugeeee for open-source RL environments. You can now discover environments across OpenEnv, Verifiers, Harbor, NeM…59m
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    3 Sources

    @ben_burtenshawRL environments now have a home on the @huggingface Hub. Every RL framework has its own way to find environments. Custom hubs, runtime registries, GitHub lists with a custom loader. If you publish for one framework, users of the others can’t load it. We think that is wrong. Environments should be just like datasets because it’s made from tasks, tests, containers and reward functions. The Hub already stores, versions, gates and previews data for millions of people so it doesn’t need a second system. Here’s how we’re shipping environments on the hub: http://huggingface.co/blog/rl-environments1h
    @adithya_s_kThis is hugeeee for open-source RL environments. You can now discover environments across OpenEnv, Verifiers, Harbor, NeMo Gym, and more, all on the @huggingface Hub. A common home for RL environments is long overdue. Excited for what’s coming next !1h
    @huggingfaceRT @adithya_s_k: This is hugeeee for open-source RL environments. You can now discover environments across OpenEnv, Verifiers, Harbor, NeM…59m
    Today's Rank

    #11

    Today's Rank

    #11