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Clip Guided Diffusion

afiaka87

AI model preview image
The clip-guided-diffusion model is a text-to-image generation model that uses a denoising diffusion model. It can generate images based on input text by utilizing the CLIP pre-trained model. However, the inference process for this model is slower compared to other methods.

Use cases

The clip-guided-diffusion model has several potential use cases for a technical audience. One use case could be in the field of creative content generation, where designers or artists could use this model to quickly generate visual representations based on textual descriptions. It could also be used in the development of virtual or augmented reality applications, where the model could generate realistic visualizations based on user input. Additionally, this model could be useful in the field of computer vision research, as it provides a way to generate training data for image recognition and classification algorithms. In terms of practical applications, products leveraging this model could include tools for generating artwork or graphics based on user descriptions, or even a creative writing assistant that generates images to accompany written content. Furthermore, this model could be integrated into chatbot platforms, allowing users to provide text prompts and receive relevant images as responses.

Pricing

Cost per run
$-
USD
Avg run time
-
Seconds
Hardware
Nvidia T4 GPU
Prediction

Creator Models

ModelCostRuns
Ldm Autoedit$?1,455
Mannequin Gan 3 Electric Boogaloo 2$?850
Glid 3 Xl$0.0117,931
Tortoise Tts$?149,073
Retrieval Augmented Diffusion$0.055238,353

Similar Models

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Try it!

You can use this area to play around with demo applications that incorporate the Clip Guided Diffusion 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.

Overview

Summary of this model and related resources.

PropertyValue
Creatorafiaka87
Model NameClip Guided Diffusion
Description

Generate image from text by guiding a denoising diffusion model. Inference ...

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Tags
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkView on Arxiv

Popularity

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

PropertyValue
Runs42,395
Model Rank
Creator Rank

Cost

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

PropertyValue
Cost per Run$-
Prediction HardwareNvidia T4 GPU
Average Completion Time-