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Instructblip Vicuna 7b

Developed by Salesforce
InstructBLIP is a vision instruction-tuned version based on BLIP-2, using Vicuna-7B as the language model, focusing on vision-language tasks.
Downloads 20.99k
Release Time : 5/22/2023

Model Overview

InstructBLIP is a general-purpose vision-language model that achieves multimodal understanding and generation tasks through instruction tuning.

Model Features

Visual Instruction Tuning
Enhances the model's understanding and response capabilities for visual content through instruction tuning
Multimodal Processing
Capable of processing both image and text inputs to generate relevant text outputs
Based on Vicuna-7B
Utilizes the high-performance Vicuna-7B as the language model foundation

Model Capabilities

Image caption generation
Visual question answering
Multimodal understanding
Instruction following

Use Cases

Content Understanding
Image Anomaly Detection
Identify anomalies or unusual content in images
Can accurately describe anomalous elements in images
Assistive Tools
Visual Assistance
Describe image content for visually impaired individuals
Provides detailed descriptions of image content
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