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| title: Tianmu Lab |
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| <div style="font-family: sans-serif; line-height: 1.6;"> |
| <img src="https://huggingface.co/spaces/TianmuLab/README/resolve/main/tianmu-banner.png" alt="Tianmu Lab — One world. Many modalities." style="display:block; width:100%; height:auto; aspect-ratio:4.8 / 1; object-fit:cover; margin:0;"> |
| <div style="padding:20px 0 16px;"> |
| <strong style="font-size:18px;">连接文本、图像、视频与音频，探索电商与通用多模态智能。</strong><br> |
| <span style="color:#6b7280;">Multimodal research at Kuaishou.</span> |
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| <div style="display:flex; align-items:center; gap:20px; padding:18px 0; border-top:1px solid #e5e7eb;"> |
| <img src="https://huggingface.co/spaces/TianmuLab/README/resolve/main/emb-icon.png" alt="" width="72" style="width:72px; height:72px; margin:0; flex-shrink:0;"> |
| <div><a href="https://huggingface.co/TianmuLab/Tianmu-Emb-Uni" style="font-size:20px; font-weight:700; text-decoration:none;">Tianmu-Emb-Uni</a><br> |
| <span style="color:#6b7280;">Unified multimodal representation</span><br> |
| <span style="font-size:14px;">面向文本、图像、视频、音频与视觉文档的统一表征，支持跨模态检索与语义匹配。</span></div> |
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| <div style="display:flex; align-items:center; gap:20px; padding:18px 0; border-top:1px solid #e5e7eb;"> |
| <img src="https://huggingface.co/spaces/TianmuLab/README/resolve/main/mere-icon.png" alt="" width="72" style="width:72px; height:72px; margin:0; flex-shrink:0;"> |
| <div><a href="https://huggingface.co/TianmuLab/Tianmu-MERE" style="font-size:20px; font-weight:700; text-decoration:none;">Tianmu-MERE</a><br> |
| <span style="color:#6b7280;">Product understanding & retrieval</span><br> |
| <span style="font-size:14px;">面向商品图、直播帧与文本的细粒度商品检索与跨模态匹配。</span></div> |
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| <div style="display:flex; flex-wrap:wrap; justify-content:space-between; gap:16px; padding:20px 0 4px; border-top:1px solid #e5e7eb; font-size:14px;"> |
| <span style="color:#635bce;">Understanding · Embeddings · Retrieval</span> |
| <span><a href="https://tianmulab.github.io/">Website</a> · <a href="https://huggingface.co/TianmuLab/models">Models</a> · <a href="https://huggingface.co/spaces/TianmuLab/README/discussions">Community</a></span> |
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