Llama 3.2 11B is Meta's compact multimodal model, offering vision understanding in a package small enough to run on a single consumer GPU. Despite its modest size, it delivers impressive image comprehension — understanding charts, screenshots, natural images, and handwritten text with strong accuracy.
The 11B size hits a sweet spot for teams that need multimodal capabilities without the infrastructure costs of 70B+ models. It's an excellent base for fine-tuning domain-specific visual AI applications, from medical imaging assistants to e-commerce product analysis.
Key Features
Compact multimodal model with vision capabilities
Runs on a single consumer GPU (24GB VRAM)
Image and text input with solid comprehension
Excellent base for domain-specific fine-tuning
128K token context window
Permissive license for commercial deployment
Ideal Use Cases
Edge multimodal AI on modest hardware
Fine-tuned visual AI for specific industries
Cost-effective image+text applications
On-premises multimodal assistants for regulated sectors
Technical Specifications
| Parameters | 11B |
| Modality | Text, Image → Text |
| Provider | Meta |
| Category | Text Generation |
| License | Llama (Commercial OK) |
| Context Window | 128K tokens |
| Min VRAM | ~24GB |
API Usage
1 curl -X POST https://api.vincony.com/v1/chat/completions \ 2 -H "Authorization: Bearer YOUR_API_KEY" \ 3 -H "Content-Type: application/json" \ 4 -d '{ 5 "model": "meta/llama-3.2-11b", 6 "messages": [ 7 { "role": "user", "content": "Hello, Llama 3.2 11B!" } 8 ] 9 }'
Replace YOUR_API_KEY with your Vincony API key. OpenAI-compatible endpoint — works with any OpenAI SDK.
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Frequently Asked Questions
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