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license: openrail++ |
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tags: |
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- text-to-image |
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- stable-diffusion |
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# Model Description |
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- **Developed by**: Natural Synthetics Inc. |
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- **Model type**: Diffusion-based text-to-image generative model |
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- **License**: CreativeML Open RAIL++-M License |
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- **Model Description**: This is a model that can be used to generate and modify images based on text prompts. It is a Latent Diffusion Model that uses two fixed, pretrained text encoders (OpenCLIP-ViT/G and CLIP-ViT/L). |
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- **Resources for more information**: Check out our [GitHub Repository](https://github.com/hotshotco/hotshot-xl). |
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# Limitations and Bias |
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## Limitations |
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- The model does not achieve perfect photorealism |
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- The model cannot render legible text |
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- The model struggles with more difficult tasks which involve compositionality, such as rendering an image corresponding to “A red cube on top of a blue sphere” |
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- Faces and people in general may not be generated properly. |
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## Bias |
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While the capabilities of video generation models are impressive, they can also reinforce or exacerbate social biases. |
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