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I'll help improve the wording while keeping changes minimal. Here's my suggestion: | ||
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# Storage Regions on the Hub | ||
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Regions let you decide where your org's models and datasets will be stored. | ||
Regions allow you to specify where your organization's models and datasets are stored. | ||
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<Tip warning={true}> | ||
This feature is part of the <a href="https://huggingface.co/enterprise" target="_blank">Enterprise Hub</a>. | ||
</Tip> | ||
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This has two main benefits: | ||
This offers two key benefits: | ||
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- Regulatory and legal compliance | ||
- Performance (improved download and upload speeds and latency) | ||
- Performance (faster download/upload speeds and lower latency) | ||
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Currently we support the following regions: | ||
Currently available regions: | ||
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- US 🇺🇸 | ||
- EU 🇪🇺 | ||
- coming soon: Asia-Pacific 🌏 | ||
- Coming soon: Asia-Pacific 🌏 | ||
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## How to set up | ||
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If your organization is subscribed to Enterprise Hub, you will be able to see the Regions settings page: | ||
Organizations subscribed to Enterprise Hub can access the Regions settings page: | ||
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![](https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/storage-regions/feature-annotated.png) | ||
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On that page you can see: | ||
This page displays: | ||
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- an audit of where your organization repos are currently located | ||
- dropdowns to select where your repos will be created | ||
- An audit of your organization's repository locations | ||
- Options to select where new repositories will be stored | ||
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## Repository Tag | ||
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Any repo (model or dataset) stored in a non-default location will display its Region directly as a tag. That way your organization's members can see at a glance where repos are located. | ||
Any repository (model or dataset) stored in a non-default location displays its Region as a tag, allowing organization members to quickly identify repository locations. | ||
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<div class="flex justify-center"> | ||
<img class="block" width="400" src="https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/storage-regions/tag-on-repo.png"/> | ||
</div> | ||
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## Regulatory and legal compliance | ||
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In regulated industries, companies may be required to store data in a specific region. | ||
Regulated industries often require data storage in specific regions. | ||
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For companies in the EU, that means you can use the Hub to build ML in a GDPR compliant way: with datasets, models and inference endpoints all stored within EU data centers. | ||
For EU companies, this means you can use the Hub for ML development in a GDPR-compliant manner, with datasets, models and inference endpoints stored in EU data centers. | ||
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## Performance | ||
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Storing your models or your datasets closer to your team and infrastructure also means significantly improved performance, for both uploads and downloads. | ||
Storing models and datasets closer to your team and infrastructure significantly improves performance for both uploads and downloads. | ||
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This makes a big difference considering model weights and dataset files are usually very large. | ||
This impact is substantial given the typically large size of model weights and dataset files. | ||
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![](https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/storage-regions/upload-speed.png) | ||
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As an example, if you are located in Europe and store your repositories in the EU region, you can expect to see ~4-5x faster upload and download speeds vs. if they were stored in the US. | ||
For example, European users storing repositories in the EU region can expect approximately 4-5x faster upload and download speeds compared to US storage. |