Minigpt 4


AI model preview image
Minigpt-4 is a model that generates text in response to an input image and prompt. It is based on the GPT (Generative Pre-trained Transformer) model architecture and has been adapted for image-to-text tasks. It takes an image and a prompt as input and generates a coherent and relevant text response. This model is designed to assist in tasks that require generating descriptive or explanatory text based on visual inputs.

Use cases

Minigpt-4 has several potential use cases for startups. One obvious application is in generating captions or descriptions for images, which can be beneficial in content creation, marketing, or any situation where textual representations of visual content are required. Another intriguing use case is in virtual assistants or chatbot systems that can respond to user queries with detailed explanations based on images. Additionally, this model could be integrated into image recognition systems, adding a textual dimension to their outputs and enhancing their interpretability. For example, it could be employed in healthcare settings to provide textual analysis and insights based on medical images. In the field of e-commerce, minigpt-4 could be used to automatically generate product descriptions or reviews based on product images, effectively reducing the burden of manual content creation. Moreover, this model could potentially be applied in the education sector to help students understand complex visual concepts by generating explanatory text. Overall, minigpt-4 holds the potential to revolutionize how we interact with visual data and create value by seamlessly bridging the gap between images and text in various domains.



Cost per run
Avg run time
Nvidia A100 (40GB) GPU

Creator Models

Stable Diffusion Speed Lab$0.00693,121
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Some Upscalers$0.007712,739
Speedy Stable Diffusion Inpainting$0.2668309

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Summary of this model and related resources.

Model NameMinigpt 4
A model which generates text in response to an input image and prompt.
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkView on Arxiv


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$0.0161
Prediction HardwareNvidia A100 (40GB) GPU
Average Completion Time7 seconds