UnifyAir 5G - Open Sourcing 5G Intelligence
About Us
UnifyAir 5G is a collaborative initiative dedicated to bringing artificial intelligence and machine learning to 5G infrastructure through open source models and tools. We believe in democratizing access to cutting-edge 5G technologies to foster innovation, research, and development across academia, industry, and individual practitioners.
Our Mission
We aim to create, curate, and share state-of-the-art AI models specifically designed for 5G network optimization, security, and application development. By making these resources freely available, we hope to accelerate the adoption and advancement of intelligent 5G systems worldwide.
Key Focus Areas
- Network Optimization Models: AI models for dynamic spectrum allocation, load balancing, and energy efficiency in 5G networks
- Anomaly Detection: Models for identifying security threats, performance bottlenecks, and unusual traffic patterns
- Protocol Intelligence: NLP and sequence models for parsing and analyzing 5G protocol data
- Edge Computing: Optimized models for deployment on 5G edge devices with limited computational resources
- Digital Twin Simulations: Generative models for creating realistic 5G network simulations
Our Models
Our repository includes various model architectures tailored for 5G applications:
- RAN-Handover: A transformer architecture for Radio Access Network handover optimization
- 5GBERTv1: A BERT-based model fine-tuned on 5G protocol data for network packet analysis (Under Development)
- EdgeLLM-5G: A lightweight language model optimized for 5G edge computing devices (Under Development)
- NetworkGPT-5G: A GPT-based model for natural language interaction with 5G network components (Under Development)
- Spectrum-Diffusion: A diffusion model for spectrum allocation optimization (Under Development)
Community & Collaboration
We welcome contributions from researchers, engineers, and enthusiasts interested in the intersection of AI and 5G technologies. Join our Discord community to connect with like-minded innovators and participate in our monthly model improvement challenges.
Getting Started
Check out our tutorials and documentation to start using our models for your 5G applications: