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recnext_a3.dist_300e_in1k

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Hello!

As part of the community science team, I'm opening this pull request to improve the model card for recnext_a3.

I've made the following enhancements:

• Added the paper abstract: The abstract provides a concise and direct summary of the model's contributions, making it easier for users to understand its purpose.
• Included a "Limitations" section: This critical section, present in the original GitHub repository's README, informs users about known limitations, such as throughput issues, numerical instability during mixed precision training, and compatibility concerns with iOS versions.
• Added an "Acknowledgement" section: This gives proper credit to the foundational works and codebases that RecNeXt was built upon, fostering community and transparency.
• Corrected arXiv badge text: The arXiv badge text 2406.16004 was updated to 2412.19628 to match the correct paper ID.

These additions make the model card more comprehensive and informative, enhancing the discoverability and usability of the model on the Hugging Face Hub.