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Longva 7B TPO

Developed by ruili0
LongVA-7B-TPO is a video-text model derived from LongVA-7B through temporal preference optimization, excelling in long video understanding tasks.
Downloads 225
Release Time : 1/14/2025

Model Overview

This model focuses on long video understanding tasks, enhancing performance on long video benchmarks through temporal preference optimization techniques.

Model Features

Temporal Preference Optimization
Significantly improves long video understanding capabilities through temporal preference optimization techniques
High Performance
Establishes state-of-the-art performance across multiple benchmarks, with an average 2% improvement over the base model
Multimodal Processing
Capable of processing both image and video inputs while generating corresponding text descriptions

Model Capabilities

Long video content understanding
Video content description generation
Image content description generation
Multimodal reasoning

Use Cases

Accessibility Services
Video Assistance for Visually Impaired
Provides detailed video content descriptions for visually impaired individuals
Delivers accurate video content descriptions
Video Content Analysis
Long Video Content Understanding
Analyzes temporal information and content in long videos
Accurately comprehends complex content in long videos
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