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- Freeway Animation HunYuan Demo Ver Release - Open-source dual-element base model for Chinese and English based on HunYuan
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  For detailed report, please visit: https://nx9nemngdhk.feishu.cn/docx/XNMDdCOkvoWlvVxVqfVceLXEnoh
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- I. Overview
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  Pleased to introduce Freeway Animation HunYuan Demo Ver on the new generation DiT architecture, a domestic dual-element model with superior performance and greater potential compared to previous SDXL models.Keywords: Improved human body expression, flexible Chinese and English keyword input methods, vivid composition, diverse styles, and lower training costs.Main motivations: More flexible keyword input and stable body structure for vivid compositions to facilitate novice user usage: providing multiple keyword input rules to output usable images based on user habits; more stable limb performance for better stability in large actions and multi-person interactive scenes. Maintaining high aesthetic standards for various anime art styles while keeping output appealing to general users. Contains extensive knowledge, eliminating the need for using characters/styles/artists' lore, facilitating better utilization of static models with acceleration techniques (such as TensorRT).The official version will include 6000+ characters, 1000+ styles, 2000+ action concepts, and the data is currently undergoing intensive cleaning ミ(・・)ミ
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- II. Chinese Concept Understanding
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  Freeway Animation HunYuan demonstrates excellent ability in understanding Chinese keyword prompts, supporting various formats including natural language long sentences, short sentences, and even phrases. Be sure to explore various approaches.
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- III. Style Word Selection
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  Freeway Animation HunYuan uses a mixed style word design similar to Novel AI, allowing you to choose style activations with good orthogonality commonly used in many scenes. Artist styles also possess orthogonal styles, activated using the by xxx tag.
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- IV. Multi-person/Object Interaction Scenes
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  Here are a few samples of multi-character scenarios:
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- V. Expressions, Poses, and Composition Angles
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  Compared to SDXL models, the HunYuan model excels in maintaining human body rationality in complex compositions, with a significant improvement in its ability to understand and respond to prompts. It performs well even in challenging poses or camera angles (which may degrade other models), demonstrating impressive results in extreme compositions like dynamic views and upside down scenarios.
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  One noteworthy point is that the HunYuan model has development potential in multi-person interactions not inferior to Novel AI v3, with much lower development complexity than SDXL, which is why many enthusiasts choose the HunYuan model in the first place (laughs).
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- VI. Outlook and Acknowledgments
 
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  Future work:
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  license: other
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+ **Freeway Animation HunYuan Demo Ver Release - Open-source dual-element base model for Chinese and English based on HunYuan**
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  For detailed report, please visit: https://nx9nemngdhk.feishu.cn/docx/XNMDdCOkvoWlvVxVqfVceLXEnoh
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+ **I. Overview**
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  Pleased to introduce Freeway Animation HunYuan Demo Ver on the new generation DiT architecture, a domestic dual-element model with superior performance and greater potential compared to previous SDXL models.Keywords: Improved human body expression, flexible Chinese and English keyword input methods, vivid composition, diverse styles, and lower training costs.Main motivations: More flexible keyword input and stable body structure for vivid compositions to facilitate novice user usage: providing multiple keyword input rules to output usable images based on user habits; more stable limb performance for better stability in large actions and multi-person interactive scenes. Maintaining high aesthetic standards for various anime art styles while keeping output appealing to general users. Contains extensive knowledge, eliminating the need for using characters/styles/artists' lore, facilitating better utilization of static models with acceleration techniques (such as TensorRT).The official version will include 6000+ characters, 1000+ styles, 2000+ action concepts, and the data is currently undergoing intensive cleaning ミ(・・)ミ
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+ **II. Chinese Concept Understanding**
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  Freeway Animation HunYuan demonstrates excellent ability in understanding Chinese keyword prompts, supporting various formats including natural language long sentences, short sentences, and even phrases. Be sure to explore various approaches.
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+ **III. Style Word Selection**
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  Freeway Animation HunYuan uses a mixed style word design similar to Novel AI, allowing you to choose style activations with good orthogonality commonly used in many scenes. Artist styles also possess orthogonal styles, activated using the by xxx tag.
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+ **IV. Multi-person/Object Interaction Scenes**
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  Here are a few samples of multi-character scenarios:
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+ **V. Expressions, Poses, and Composition Angles**
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  Compared to SDXL models, the HunYuan model excels in maintaining human body rationality in complex compositions, with a significant improvement in its ability to understand and respond to prompts. It performs well even in challenging poses or camera angles (which may degrade other models), demonstrating impressive results in extreme compositions like dynamic views and upside down scenarios.
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  One noteworthy point is that the HunYuan model has development potential in multi-person interactions not inferior to Novel AI v3, with much lower development complexity than SDXL, which is why many enthusiasts choose the HunYuan model in the first place (laughs).
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+
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+ **VI. Outlook and Acknowledgments**
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  Future work:
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