Llama-3.2-11B-Vision

A multimodal large language model that supports image and text processing.

CommonProductProductivityMultimodalImage Processing

Llama-3.2-11B-Vision is a multimodal large language model (LLM) released by Meta, combining capabilities in image and text processing to improve performance in visual recognition, image reasoning, image description, and general inquiries related to images. The model surpasses many open-source and proprietary multimodal models in common industry benchmarks.

Visual recognition: Optimize the model for identifying objects and scenes within images.
Image reasoning: Enable the model to understand image content and perform logical reasoning.
Image description: Generate text that describes the content of images.
Answering image-related questions: Understand images and respond to user queries based on the images.
Multilingual support: While image+text applications are limited to English
the model supports text tasks in English
German
French
Italian
Portuguese

The target audience includes researchers
developers
and enterprise users who need to leverage the combination of images and text to enhance the performance of AI systems across various applications.

Visual Question Answering (VQA): Users can upload images and ask questions about the content
with the model providing answers.
Document Visual Question Answering (DocVQA): The model can understand the text and layout of documents
allowing it to answer questions related to the images.
Image Description: Automatically generate descriptive text for images on social media.

1. Install the transformers library: Ensure that the transformers library is installed and updated to the latest version.
2. Load the model: Use the MllamaForConditionalGeneration and AutoProcessor classes from the transformers library to load the model and processor.
3. Prepare input: Combine images and text prompts into a format acceptable by the model.
4. Generate text: Call the model's generate method to produce text based on the input images and prompts.
5. Output processing: Decode the generated text and present it to the user.

Visit

Llama-3.2-11B-Vision Visit Over Time

Monthly Visits

17788201

Bounce Rate

44.87%

Page per Visit

5.4

Visit Duration

00:05:32

Llama-3.2-11B-Vision Visit Trend

Llama-3.2-11B-Vision Visit Geography

Llama-3.2-11B-Vision Traffic Sources

Llama-3.2-11B-Vision Alternatives

Pixtral 12B — The first multimodal Mistral model, supporting hybrid task processing for images and text.

Productivity•Multimodal•AI Model

OneLLM — A framework to unify all language modalities

Image•Multimodal•Image Processing

606

NVLM 1.0 — Cutting-edge multimodal large language model

Productivity•Multimodal•Large Language Model

Pixtral-12B-2409 — A multimodal model with 12 billion parameters, integrating a visual encoder for image and text processing.

Productivity•Multimodal•Image Processing

pixtral-12b-240910 — A multimodal large language model that supports understanding of both images and text.

Image•Multimodal•Image Processing

114

Show-o — A unified transformer for multimodal understanding and generation.

Image•Artificial Intelligence•Multimodal

198

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

Image•Multimodal•Image Understanding

120

MA-LMM — MA-LMM is a large-scale multimodal model for long-term video understanding.

Video•Video Understanding•Multimodal

672

mPLUG-DocOwl — A modular multimodal large language model for document understanding

Productivity•Document Understanding•Multimodal

216

MiniGemini — A multimodal large language model capable of understanding and generating images

Programming•Multimodal•Visual Language Model

2346

Cao Zhi Large Model — Focus on long-form text, multilingualism, and verticalization

ChineseSelection•Large Language Model•Text Processing

768

MouSi — Multimodal Visual Language Model

Productivity•Multimodal•Visual Language Model

228

1min.AI — A multi-functional AI application that increases your efficiency in one minute.

Productivity•Artificial Intelligence•Image Processing

1542

M2UGen — Multimodal Music Understanding and Generation System

Music•Music Generation•Music Understanding

5874

DenserBot — Transform data into knowledge

chatting•Chatbot•Large Language Model

150

Argil — No-Code AI Automation Tool

Productivity•No-Code•AI Automation

162

FacePoke — AI Revolutionizes Your Facial Expressions

Image•Facial Editing•Image Processing

162

MM1.5 — Optimization and analysis of multimodal large language models

Productivity•Multimodal•Large Language Models

Aria — Multimodal Native Mixture of Experts Model

Programming•Multimodal•Mixture of Experts Model

Marqo — An AI platform for training and deploying embedded models.

Business•Embedded Models•Semantic Search

Cooraft — Transform selfies into artistic studio videos and images, cartoon animations, and artistic renderings with just one click.

Image•Image Processing•Art Creation

120

2233.ai — Instantly accessible AI conversational service.

Productivity•Artificial Intelligence•Conversational Service

ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer — A versatile creator and editor that follows instructions via diffusion transformers

Image•Visual Generation•Diffusion Model

UniMuMo — Unified model for text, music, and motion generation.

Music•Artificial Intelligence•Machine Learning

102

PuLID-Flux ComfyUI Implementation — PuLID-Flux implementation for ComfyUI

Image•Image Processing•Deep Learning

Open-O1 — An open-source large language model matching proprietary capabilities.

Programming•Open Source•Large Language Model

Best AI Websites & Tools