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  <center>
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  <div style="text-align: center;">
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  <img
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- src="https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/7_6D7rWrLxp2hb6OHSV1p.png"
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  alt="Liquid AI"
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  />
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  </div>
 
 
 
 
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  </center>
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- # LFM2‑VL
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  LFM2‑VL is [Liquid AI](https://www.liquid.ai/)'s first series of multimodal models, designed to process text and images with variable resolutions.
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  Built on the [LFM2](https://huggingface.co/collections/LiquidAI/lfm2-686d721927015b2ad73eaa38) backbone, it is optimized for low-latency and edge AI applications.
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  ## 📬 Contact
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- If you are interested in custom solutions with edge deployment, please contact [our sales team](https://www.liquid.ai/contact).
 
 
 
 
 
 
 
 
 
 
 
 
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  <center>
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  <div style="text-align: center;">
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  <img
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+ src="https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/2b08LKpev0DNEk6DlnWkY.png"
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  alt="Liquid AI"
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+ style="width: 100%; max-width: 100%; height: auto; display: inline-block; margin-bottom: 0.5em; margin-top: 0.5em;"
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  />
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  </div>
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+ <div style="display: flex; justify-content: center; gap: 0.5em;">
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+ <a href="https://playground.liquid.ai/chat">
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+ <a href="https://playground.liquid.ai/"><strong>Try LFM</strong></a> • <a href="https://docs.liquid.ai/lfm"><strong>Documentation</strong></a> • <a href="https://leap.liquid.ai/"><strong>LEAP</strong></a></a>
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+ </div>
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  </center>
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+ # LFM2‑VL-1.6B
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  LFM2‑VL is [Liquid AI](https://www.liquid.ai/)'s first series of multimodal models, designed to process text and images with variable resolutions.
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  Built on the [LFM2](https://huggingface.co/collections/LiquidAI/lfm2-686d721927015b2ad73eaa38) backbone, it is optimized for low-latency and edge AI applications.
 
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  ## 📬 Contact
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+ If you are interested in custom solutions with edge deployment, please contact [our sales team](https://www.liquid.ai/contact).
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+
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+ ## Citation
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+
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+ ```
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+ @article{liquidai2025lfm2,
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+ title={LFM2 Technical Report},
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+ author={Liquid AI},
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+ journal={arXiv preprint arXiv:2511.23404},
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+ year={2025}
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+ }
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+ ```