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Internvl3 38B Instruct GGUF

Developed by unsloth
InternVL3-38B-Instruct is an advanced Multimodal Large Language Model (MLLM) that demonstrates exceptional overall performance, with strong multimodal perception and reasoning capabilities.
Downloads 1,236
Release Time : 5/19/2025

Model Overview

InternVL3-38B-Instruct is the SFT version of the InternVL3 series, trained with native multimodal pretraining and supervised fine-tuning, supporting multimodal tasks such as image-text understanding, tool usage, GUI agents, industrial image analysis, and more.

Model Features

Native Multimodal Pretraining
Integrates language and visual learning into a single pretraining phase, enhancing multimodal representation capabilities.
Variable Visual Position Encoding (V2PE)
Uses smaller, more flexible position increments to process visual tokens, improving long-context understanding.
Mixed Preference Optimization (MPO)
Aligns model response distributions through positive and negative sample supervision, enhancing reasoning performance.
Dynamic Resolution Support
Supports multiple images and video data, dynamically processing inputs of varying resolutions.

Model Capabilities

Multimodal text generation
Image understanding
Video understanding
Tool usage
GUI agents
Industrial image analysis
3D visual perception
Multilingual support

Use Cases

Multimodal Reasoning
Image Caption Generation
Generates detailed descriptions based on input images.
Produces high-quality image captions, supporting multi-turn dialogues.
Video Understanding
Analyzes video content and generates descriptions.
Supports multi-frame video analysis, generating coherent video descriptions.
Tool Usage
GUI Operations
Generates operational instructions based on GUI screenshots.
Produces accurate GUI operation steps.
Industrial Applications
Industrial Image Analysis
Analyzes image data in industrial scenarios.
Supports complex industrial image understanding tasks.
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