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  # LaVIT: Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization
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- This is the latest version (LaVITv2) for the multi-modal large language model: **LaVIT**.
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  In this version, We further improve LaVIT's image generation capability. In the updated version, the **aesthetic** and **prompt-alignment** of generated images has been improved. The **probability of watermark** is also greatly reduced. The improvements are summarized as follows:
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  * Using LaVIT to generate better synthetic captions for the noisy Laion-Aesthetic (Like DALL-E 3).
 
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  # LaVIT: Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization
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+ This is the latest version (LaVITv2) for the multi-modal large language model: **LaVIT**. The inference code of LaVIT can be found in [here](https://github.com/jy0205/LaVIT).
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  In this version, We further improve LaVIT's image generation capability. In the updated version, the **aesthetic** and **prompt-alignment** of generated images has been improved. The **probability of watermark** is also greatly reduced. The improvements are summarized as follows:
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  * Using LaVIT to generate better synthetic captions for the noisy Laion-Aesthetic (Like DALL-E 3).