Vary

Visual Vocabulary Expansion for Large-Scale Visual Language Models

CommonProductImageVisual Language ModelImage Understanding

Vary is an official code implementation for large-scale visual language models. It enhances model performance by expanding the visual vocabulary. The model boasts strong image understanding and language generation capabilities, applicable across multiple domains.

Expand Visual Vocabulary
Improve Model Performance
Image Understanding and Language Generation Capabilities

Vary is suitable for research and development in image understanding
visual language models
and other related fields.

Visit

Vary Visit Over Time

Monthly Visits

494758773

Bounce Rate

37.69%

Page per Visit

5.7

Visit Duration

00:06:29

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Vary

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Qwen2-VL-2B — A state-of-the-art visual language model that supports multimodal understanding and text generation.

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DeepSeek-VL2-Tiny — Advanced Large-scale Mixture of Experts Visual Language Model

POINTS-Yi-1.5-9B-Chat — Latest advancements in visual language models, integrating new technologies from WeChat AI.

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Qwen2-VL-7B — Qwen2-VL-7B is the latest visual language model that supports multimodal understanding and text generation.

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SmolVLM — An efficient open-source visual language model

OneDiffusion — A versatile large-scale diffusion model that supports bidirectional image synthesis and understanding.

LLaVA-o1 — A visual language model capable of step-by-step reasoning.

Pixtral-Large-Instruct-2411 — A 124B-parameter multimodal large language model.

Pixtral Large — State-of-the-art multimodal AI model for image and text understanding.

Aquila-VL-2B-llava-qwen — A visual-language model that intelligently processes both image and text information.

VisRAG — A retrieval-augmented generation model based on visual language modeling.

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Qwen2-VL — A next-generation visual language model that offers a clearer view of the world.

mPLUG-Owl3 — A multimodal large language model that understands long image sequences.

Phi-3.5-vision — An advanced multimodal model that supports image and text understanding.

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VILA — A multi-image visual language model with training, inference, and evaluation solutions, deployable from cloud to edge devices (such as Jetson Orin and laptops).

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SPRIGHT — Solution to improve spatial consistency in text-to-image models

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