Llama-3.2-90B-Vision

A multimodal large language model optimized for visual recognition and image reasoning.

PremiumNewProductProductivityMachine LearningVisual Recognition

Llama-3.2-90B-Vision is a multimodal large language model (LLM) released by Meta, focusing on visual recognition, image reasoning, image description, and answering general questions about images. The model surpasses many existing open-source and closed multimodal models in common industry benchmarks.

Visual Recognition: Optimized for identifying objects and scenes within images.
Image Reasoning: Performing logical reasoning based on image content and answering related questions.
Image Description: Generating textual descriptions of image content.
Assistant-style Chat: Engaging in conversations combining images and text to provide an assistant-like interaction.
Visual Question Answering (VQA): Understanding image content and answering related questions.
Document Visual Question Answering (DocVQA): Comprehending document layouts and text
then answering relevant questions.
Image-Text Retrieval: Matching images with descriptive text.
Visual Localization: Understanding how language refers to specific parts of an image
enabling AI models to locate objects or areas based on natural language descriptions.

The target audience includes researchers
developers
enterprise users
and individuals interested in artificial intelligence and machine learning. This model is suitable for advanced applications requiring image processing and understanding
such as automatic content generation

Using the model to generate product image descriptions for an e-commerce website.
Integrating into smart assistants to provide image-based Q&A services.
Applying in the education field to help students understand complex charts and diagrams.

1. Install the necessary libraries
such as transformers and torch.
2. Load the Llama-3.2-90B-Vision model using the Hugging Face model identifier.
3. Prepare input data
including images and text prompts.

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Llama-3.2-90B-Vision Visit Over Time

Monthly Visits

20899836

Bounce Rate

46.04%

Page per Visit

5.2

Visit Duration

00:04:57

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