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Documentcogito

Developed by Daemontatox
A fine-tuned multimodal model based on unsloth/Llama-3.2-11B-Vision-Instruct, optimized for vision-language tasks and enhanced instruction-following capabilities, achieving 2x training acceleration through the Unsloth framework
Downloads 73
Release Time : 1/16/2025

Model Overview

This model combines the Unsloth framework with Hugging Face's TRL library to achieve efficient training while maintaining high performance, suitable for tasks such as visual text generation and multimodal instruction following

Model Features

Efficient Training
Achieves 2x training speed improvement using the Unsloth framework
Multimodal Capabilities
Enhanced visual and language interaction processing capabilities
Instruction Optimization
Specifically optimized for instruction understanding and execution

Model Capabilities

Visual Text Generation
Multimodal Reasoning
Instruction Following
Image Caption Generation

Use Cases

Visual Content Analysis
Image Caption Generation
Generate detailed textual descriptions based on input images
Achieved 50.64% instruction-following accuracy on the Open Large Model Leaderboard
Educational Assistance
Multimodal Learning
Combine visual and textual information for teaching assistance
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