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  <a href="https://github.com/ai-forever/vibe"> Github </a> |
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  </p>
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- **VIBE** is a powerful open-source framework for text-guided image editing. It leverages the efficiency of the [Sana1.5-1.6B](github.com/NVlabs/Sana) diffusion model and the visual understanding capabilities of [Qwen3-VL-2B-Instruct](github.com/QwenLM/Qwen3-VL) to provide **exceptionally fast** and high-quality, instruction-based image manipulation.
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  ## Model Details
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  If you use this model in your research or applications, please acknowledge the original projects:
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- - [Sana: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer](github.com/NVlabs/Sana)
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- - [Qwen3-VL](github.com/QwenLM/Qwen3-VL)
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  ```bibtex
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  @misc{vibe2025,
 
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  <a href="https://github.com/ai-forever/vibe"> Github </a> |
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  </p>
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+ **VIBE** is a powerful open-source framework for text-guided image editing. It leverages the efficiency of the [Sana1.5-1.6B](https://github.com/NVlabs/Sana) diffusion model and the visual understanding capabilities of [Qwen3-VL-2B-Instruct](https://github.com/QwenLM/Qwen3-VL) to provide **exceptionally fast** and high-quality, instruction-based image manipulation.
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  ## Model Details
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  If you use this model in your research or applications, please acknowledge the original projects:
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+ - [SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer](https://github.com/NVlabs/Sana)
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+ - [Qwen3-VL](https://github.com/QwenLM/Qwen3-VL)
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  ```bibtex
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  @misc{vibe2025,