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Minigpt 4_vicuna 7b

nelsonjchen

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Minigpt-4_vicuna-7b is an AI model designed for Image-to-Text tasks such as image description and captioning. By processing input in form of an image URL and a message prompt requesting the description, the model generates a detailed and comprehensive textual description of the image. The model also accepts parameters such as num_beams, temperature, and max_new_tokens to customize the output.

Use cases

The MiniGPT-4 w/ Vicuna-7B model, with its specialty in image-to-text generation, can have several practical applications and use cases. For instance, it could be used as a component in accessibility software to provide audio descriptions of images for visually impaired individuals, making digital content more accessible. In social media platforms, it can auto-generate captions for user images, thereby simplifying content creation. Moreover, in the field of digital marketing and e-commerce, this AI model could help product and content managers with automated cataloging by generating descriptions for product images. An additional usage could be in the surveillance industry where the model could summarize visually captured data into textual form for easier analysis. Educational platforms could deploy it to automatically generate descriptions of educational illustrations, diagrams, or figures. Finally, in the field of research or data organization, it could provide coherent descriptions of graphs, histograms, or other complex images in scientific articles or business reports.

Text-to-Text

Pricing

Cost per run
$-
USD
Avg run time
-
Seconds
Hardware
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Prediction

Creator Models

ModelCostRuns
Minigpt 4_​vicuna 7b$?0
Minigpt 4_​vicuna 13b$?0
Op Replay Clipper$?1,615
Minigpt 4_vicuna 13b$?51,833

Similar Models

Try it!

You can use this area to play around with demo applications that incorporate the Minigpt 4_vicuna 7b 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
Creatornelsonjchen
Model NameMinigpt 4_vicuna 7b
Description
MiniGPT-4 w/ Vicuna-7B (Image Question/Captioning Use)
TagsText-to-Text
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkNo paper link provided

Popularity

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

PropertyValue
Runs9,823
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 Hardware-
Average Completion Time-