InternLM-XComposer Overview
InternLM-XComposer is an open source graphic multimodal large model project developed by the InternLM team , hosted on GitHub. it is based on the InternLM language model , able to handle text , images , video and other multimodal data , widely used in graphic creation , image understanding and video analysis and other fields .
core functionality
- Extremely long context output: Supports processing of up to 96K of mixed graphic content
- High-resolution image understanding: Supports image analysis from 336 pixels to 4K
- Fine-grained video understanding: Breaks down video into multi-frame images for dynamic detail capture
- graphic creation: Generate graphic content based on instructions
- many rounds of multi-image dialog (MIM): Support for continuous dialog analysis of multiple images
- Open Source Support: Provide multiple model weights and fine-tuning codes
- multimodal streaming media interaction: OmniLive version supports long duration video/audio processing
The model rivals the GPT-4V performance with only 7B parameters for efficiency and versatility.
This answer comes from the articleInternLM-XComposer: a multimodal macromodel for outputting very long text and image-video comprehensionThe
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