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Bakllava

lucataco

👁️

The bakllava model is an image-to-text AI model based on the Mistral 7B base augmented with the LLaVA 1.5 architecture. It is tasked with describing an input image in detail. The image URL is entered into the model's input schema, together with a prompt to describe the image and a maximum sequence length. The model's output is a text-based description of the image, encompassing identifiable elements and potentially intricate details present in the image.

Use cases

BakLLaVA-1, an AI model designed for image-to-text applications, could be utilized in several areas. One prominent use could be for visually-impaired individuals, by offering detailed image descriptions and facilitating better understanding of visuals presented across various mediums. This AI model could also be of immense help in educational settings, where it could be used to automatically create descriptive text for images in textbooks, making learning more interactive. In the healthcare sector, BakLLaVA-1 could be used to describe medical images and assist in remote diagnostics by providing written accounts of visual data. Additionally, it could find usage in online content creation, describing images for articles, blogs, or social media posts. As for products, this technology could be leveraged to develop assistive devices for the blind, educational tools, diagnostic software for healthcare, and content management systems for digital marketers.

Image-to-Text

Pricing

Cost per run
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USD
Avg run time
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Seconds
Hardware
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Prediction

Creator Models

ModelCostRuns
Mistrallite$?619
Realvisxl2 Lora Inference$?1,987
Wizardcoder 15b V1$?459
Vicuna 13b V1.3$?3,554
Wizardcoder Python 34b V1.0$?830

Similar Models

Try it!

You can use this area to play around with demo applications that incorporate the Bakllava 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
Creatorlucataco
Model NameBakllava
Description
BakLLaVA-1 is a Mistral 7B base augmented with the LLaVA 1.5 architecture
TagsImage-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
Runs34,038
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-