Overview
Llama 3.2 11B is Meta's compact powerhouse, designed for efficient deployment on edge devices, mobile phones, and resource-constrained environments. Despite its small size, it delivers impressive performance for everyday tasks.
Parameters
11B
Context Window
128K tokens
VRAM Required
~8GB
License
Llama Community
✅Strengths
- ✓Runs on single consumer GPU or MacBook
- ✓Fast inference for real-time applications
- ✓Low memory footprint
- ✓Good for high-volume, simple tasks
- ✓Excellent for edge/mobile deployment
⚠️Weaknesses
- ✗Limited complex reasoning capability
- ✗Not multimodal (text-only)
- ✗May struggle with specialized domains
- ✗Older architecture than Llama 4
Best Use Cases
📱 Mobile Apps
On-device AI
💬 Chatbots
Customer support
📧 Email Assistants
Drafting, sorting
🔍 Search
Query understanding
📝 Summarization
Articles, documents
🌐 Translation
Basic multilingual
Benchmarks
MMLU72.5%
HumanEval70.2%
GSM8K78.4%