Model Name: Llama 3.2 11B Vision Instruct Turbo
Developer/Creator: Meta
Release Date: September 25, 2024
Version: 3.2
Model Type: Multimodal (Text + Image)
Llama 3.2 11B Vision Instruct Turbo is a powerful multimodal AI model designed for image and text processing tasks. It offers exceptional speed and accuracy, making it ideal for applications such as image captioning, visual question answering, and image-text retrieval.
This model is intended for high-demand production applications requiring scalable, enterprise-ready performance in multimodal AI tasks.
For text-only tasks, the model officially supports English, German, French, Italian, Portuguese, Hindi, Spanish, and Thai. However, for image+text applications, only English is supported.
Llama 3.2 Vision is built on top of the Llama 3.1 text-only model, utilizing an optimized transformer architecture. It incorporates a separately trained vision adapter that integrates with the pre-trained Llama 3.1 language model through a series of cross-attention layers.Training Data:
The model outperforms many available open-source and closed multimodal models on common industry benchmarks.
Llama 3.2 11B Vision Instruct Turbo offers high accuracy for multimodal tasks, striking a balance between performance and cost. However, for even higher accuracy, the 90B parameter version is available.
The model is optimized for fast inference, making it suitable for real-time applications.
With its large parameter count and diverse training data, the model demonstrates strong generalization capabilities across various topics and languages.
Code Samples:
Users are prohibited from using the model for malicious purposes, circumventing usage restrictions, or engaging in illegal activities. The model should not be used for applications in military, warfare, nuclear industries, or espionage.
The Llama 3.2 models, including all associated multimodal capabilities, are governed by a specific licensing agreement that restricts commercial use within Europe. According to the Llama 3.2 Acceptable Use Policy, individuals or organizations based in the European Union are not granted rights to utilize these models for commercial purposes. This restriction is crucial for developers and organizations considering the deployment of Llama 3.2 models in their applications within the EU.
For more detailed information on the acceptable use and licensing terms, please refer to the Llama 3.2 Use Policy.
OpenAI-compatible — swap the base URL and it works with your existing SDK.
| Type | Price |
|---|---|
| Input | |
| Output | |
| Model | Input | Output | Context | Best for |
|---|---|---|---|---|
Llama 3.2 11B Vision Instruct Turbo This page | ||||
| Reasoning + agents | ||||
| Balanced coding + agents | ||||
| Long-context, multimodal & agentic workflows | ||||
| Reasoning + agents |
Yes, Llama 3.2 11B Vision Instruct Turbo can stream responses as they are generated.
Yes, Llama 3.2 11B Vision Instruct Turbo supports both function calling and structured outputs.
Llama 3.2 11B Vision Instruct Turbo was built by Meta.
You call this model through the v1/chat/completions endpoint.
