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The feed_forward_vqgan_clip model is a text-to-image model that combines the VQGAN and CLIP models in a feed-forward manner. VQGAN-CLIP is a generative model that can generate images based on textual prompts, while CLIP is a pre-trained model that can understand the meaning of images and text. By combining these two models, the feed_forward_vqgan_clip model can generate images directly from text prompts in a single forward pass, making it more efficient and suitable for real-time applications.

Use cases

The feed_forward_vqgan_clip model has a wide range of potential use cases in various industries. In the field of media and entertainment, this model could be used to quickly generate visual content based on written descriptions, enabling faster and more cost-effective production of illustrations, animations, and even movies. In the fashion industry, it could be used to create virtual try-on experiences, where customers can see how clothes would look on them without physically trying them on. In the gaming industry, this model could be used to generate game assets, such as characters, environments, and objects, based on game designers' descriptions, saving time and resources in the game development process. Additionally, this model could have applications in design, advertising, and marketing, where it could aid in creating visual representations of concepts and ideas in real-time. With its ability to generate images directly from text prompts in a single forward pass, the feed_forward_vqgan_clip model opens up possibilities for new products and practical uses that can leverage the power of text-to-image generation in a more efficient and streamlined way.



Cost per run
Avg run time
Nvidia T4 GPU

Creator Models


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You can use this area to play around with demo applications that incorporate the Feed_forward_vqgan_clip model. These demos are maintained and hosted externally by third-party creators. If you see an error, message me on Twitter.

Currently, there are no demos available for this model.


Summary of this model and related resources.

Model NameFeed_forward_vqgan_clip
Feed forward VQGAN-CLIP model
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkNo paper link provided


How popular is this model, by number of runs? How popular is the creator, by the sum of all their runs?

Model Rank
Creator Rank


How much does it cost to run this model? How long, on average, does it take to complete a run?

Cost per Run$0.0011
Prediction HardwareNvidia T4 GPU
Average Completion Time2 seconds