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[Refactor] Model Checklist Document - #2043

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ariG23498 merged 5 commits into
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Nov 14, 2025
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[Refactor] Model Checklist Document#2043
ariG23498 merged 5 commits into
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release-models

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@ariG23498

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To note: I have added an assets folder, which will be deleted later, once I have a green signal on the assets. I will add the assets to the hub, and link the URL.

The PR is made to refactor the current model checklist, with an idea of being more concise and actionable insights. I felt the doc also did not have example images, so have added them.

I am open to feedback as this has not been reviewed by and HF team member in the past, so I am open to closing it as well if there is no need of this at the current moment. 🤗

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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

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### Uploading Weights
- **Use separate repositories for different model weights**:
Create individual repositories for each variant of the same architecture. This lets you group them into a [collection](https://huggingface.co/docs/hub/en/collections), which users prefer when browsing many options. It also improves visibility because each model has its own URL (`hf.co/org/model-name`) and is easier to search.

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Suggested change
Create individual repositories for each variant of the same architecture. This lets you group them into a [collection](https://huggingface.co/docs/hub/en/collections), which users prefer when browsing many options. It also improves visibility because each model has its own URL (`hf.co/org/model-name`) and is easier to search.
Create individual repositories for each variant of the same architecture. This lets you group them into a [collection](https://huggingface.co/docs/hub/en/collections), which are easier to navigate than directory listings. It also improves visibility because each model has its own URL (`hf.co/org/model-name`), makes search easier, and provides download counts for each one of your models.

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not sure if needed but we could also mention that it makes it easier to integrate with downstream libraries too.

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@Vaibhavs10 how do you mean? I thought downstream libraries only benefit from transformers integration. If you could guide me into understanding this point better I will add it here.

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very cool! thanks for the update, agree with most of the comments Pedro made and left a few suggestions.

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### Uploading Weights
- **Use separate repositories for different model weights**:
Create individual repositories for each variant of the same architecture. This lets you group them into a [collection](https://huggingface.co/docs/hub/en/collections), which users prefer when browsing many options. It also improves visibility because each model has its own URL (`hf.co/org/model-name`) and is easier to search.

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not sure if needed but we could also mention that it makes it easier to integrate with downstream libraries too.

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Bonus: a recognised library also allows you to track downloads of your model over time.
> [!NOTE]
> A recognised library also allows you to track downloads of your model over time.

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maybe we could link this in the registered library bit: https://huggingface.co/docs/hub/en/models-adding-libraries

Comment thread docs/hub/model-release-checklist.md
@ariG23498
ariG23498 marked this pull request as ready for review November 13, 2025 06:16
Comment thread docs/hub/model-release-checklist.md Outdated
To make the process more seamless, click **Import model card template** to pre-fill the `README.md`s with placeholders.

1. **Library Integration**: If possible, add support for one of the many [libraries integrated with the Hugging Face Hub](https://huggingface.co/docs/hub/models-libraries) (such as Transformers or Diffusers). This integration significantly increases your model's accessibility and provides users with code snippets for working with your model.
| ![model card template button on the hub ui](https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/release-checklist/model-card-template-button.png) | ![model card template on the hub](https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/release-checklist/model-card-template.png) |

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Not sure how this will render in a table, given that the left button is very wide. I tried to check here, but images are not shown for some reason:

Screenshot 2025-11-13 at 11 22 57

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very nice!

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@ariG23498
ariG23498 merged commit f6aa18a into main Nov 14, 2025
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@ariG23498
ariG23498 deleted the release-models branch November 14, 2025 08:35
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5 participants