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Xiaohongshu Open-Sources a 280B Multimodal Model

Xiaohongshu Open-Sources a 280B Multimodal Model
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🐼Read original on Pandaily
#mixture-of-experts#multimodal#long-context#apache-20dots3-note-previewxiaohongshudots3-notehuawei ascendhugging face

💡A 280B open-weight MoE with 512K context could reshape multimodal content AI development.

⚡ 30-Second TL;DR

What Changed

dots3-note preview uses a Mixture-of-Experts architecture with 280B total and 16B activated parameters.

Why It Matters

The release shows a major content platform treating foundation models as core infrastructure rather than a standalone feature. Its permissive license, long context, and multimodal capabilities could make it relevant for developers building content, recommendation, and agent workflows.

What To Do Next

Clone the dots3-note preview repositories and run a small multimodal evaluation against your current model on long-context content tasks.

Who should care:Developers & AI Engineers

Key Points

  • dots3-note preview uses a Mixture-of-Experts architecture with 280B total and 16B activated parameters.
  • It supports a 512K context window and multimodal understanding across text, vision, and voice.
  • The model is released under Apache 2.0 on Hugging Face and GitHub.
  • Huawei Ascend support was adapted on day zero, broadening potential deployment options.
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