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Instructblip Flan T5 Xl 8bit Nf4

Developed by Mediocreatmybest
InstructBLIP is a vision instruction tuning model based on BLIP-2, using Flan-T5-xl as the language model, capable of generating descriptions based on images and text instructions.
Downloads 22
Release Time : 8/21/2023

Model Overview

InstructBLIP is a vision-language model that enhances the capabilities of BLIP-2 through instruction tuning, enabling it to generate accurate descriptions or answer related questions based on images and text prompts.

Model Features

Visual Instruction Tuning
Enhances the model's understanding and response capabilities for visual tasks through instruction tuning.
8-bit Quantization Support
Supports 8-bit and nf4 quantization using bitsandbytes, reducing resource requirements.
Safetensors Format
Model weights are provided in the safer Safetensors format.

Model Capabilities

Image Caption Generation
Visual Question Answering
Multimodal Understanding
Instruction Following

Use Cases

Image Understanding
Image Content Description
Generate detailed descriptions of image content.
Can accurately identify objects, scenes, and relationships in images.
Visual Question Answering
Answer specific questions about image content.
Can understand questions and provide accurate answers based on image content.
Assistive Technology
Visual Assistance
Describe image content for visually impaired individuals.
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