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InternVL 2

Shanghai AI LaboratoryOpen WeightsPending Human Review

InternVL 2 is Shanghai AI Laboratory’s open-weight vision-language model generation. An instruction-tuned family for image, multi-image, and video understanding, pairing InternViT encoders with language backbones through an MLP projector. It supports language responses to images and video frames, document analysis, and visual questions. This family page groups ordinary size and packaging variants. Context and licensing depend on the selected checkpoint; large models can inherit additional language-backbone license conditions. Published evaluation results use specific visual preprocessing and inference settings, so they do not guarantee application performance.

2024-07-02
1B–108B
Vision Transformer, MLP projector, and decoder language model
MIT; backbone-specific licenses apply

Specifications

Parameters
1B–108B
Architecture
Vision Transformer, MLP projector, and decoder language model
License
MIT; backbone-specific licenses apply
Context Window
8,192 tokens
Type
multimodal
Modalities
textimagevideo

Benchmark Scores

Advanced Specifications

Model Family
InternVL
API Access
Not Available
Chat Interface
Not Available
Variants
InternVL2-8B

Capabilities & Limitations

Capabilities
visual question answeringdocument understandingvideo understandingreasoning
Known Limitations
Family members have different deployment and license conditionsHigh-resolution inputs consume contextVisual answers may hallucinate details
Notable Use Cases
document assistantsvideo analysismultimodal research

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