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The instructblip model is an image-to-text model that generates captions for images. It uses vision-language models with instruction tuning to improve the accuracy and relevancy of the generated captions. This model takes both the image and a textual instruction as input, and generates a caption that describes the content of the image based on the instruction. It is specifically designed to handle diverse instructions and generate captions that are appropriate for the given instructions.

Use cases

The instructblip model has a wide range of use cases in various industries. In the e-commerce industry, this model can be used to automatically generate product descriptions based on images and instructions. It can also be employed in the field of robotics for tasks such as object recognition and captioning for vision-guided robots. In the healthcare sector, instructblip can be utilized to generate descriptive captions for medical imagery, aiding doctors in diagnosis and treatment. Furthermore, this model can be applied in the field of autonomous vehicles for image analysis and captioning in real-time. In the entertainment industry, instructblip can be used to generate captions and subtitles for movies and TV shows, improving accessibility for users with hearing impairments. Overall, instructblip opens up possibilities for creating products and applications that can automatically generate accurate and relevant captions for images based on textual instructions, enhancing efficiency and convenience in various domains.



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

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Summary of this model and related resources.

Model NameInstructblip
Image captioning via vision-language models with instruction tuning
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$0.0069
Prediction HardwareNvidia A100 (40GB) GPU
Average Completion Time3 seconds