Efficient AI
At Scale
Lightweight language models (1B-8B parameters) that deliver enterprise-grade performance with dramatically reduced computational requirements and enhanced privacy controls.
Model Selector
Rit-3B
3 Billion Parameters
Balanced performance and efficiency, ideal for enterprise applications requiring high accuracy with reasonable compute.
Model Lineup
Three models optimized for different deployment scenarios and performance requirements.
Rit-1B
1 Billion Parameters
Ultra-lightweight model perfect for edge devices, mobile applications, and real-time inference requirements.
Rit-3B
3 Billion Parameters
Balanced performance and efficiency, ideal for enterprise applications requiring high accuracy with reasonable compute.
Rit-8B
8 Billion Parameters
Maximum performance model for complex reasoning, research applications, and mission-critical deployments.
Detailed Comparison
| Metric | Rit-1B | Rit-3B | Rit-8B |
|---|---|---|---|
| GLUE Score | 87.3 | 91.8 | 94.7 |
| Model Size | 1.2GB | 3.1GB | 7.8GB |
| Throughput (tokens/sec) | 2,400 | 1,800 | 1,200 |
| Latency (P95) | 8ms | 22ms | 48ms |
| Memory Usage | 1.2GB | 3.1GB | 7.8GB |
| Deployment Target | Edge/Mobile | Enterprise | Research/Cloud |
Key Features
Advanced capabilities built into every model for enterprise deployment and optimal performance.
SDCA Architecture
Our patented Semantic Distance-based Compression Attention delivers up to 30x efficiency improvements.
Edge Deployment
Optimized for deployment on edge devices, mobile platforms, and resource-constrained environments.
Easy Integration
Simple APIs and SDKs for seamless integration into existing applications and workflows.
Privacy First
On-premises deployment options with enhanced privacy controls and data sovereignty.
Real-time Inference
Sub-millisecond inference times for real-time applications and interactive experiences.
Custom Fine-tuning
Domain-specific fine-tuning capabilities for specialized use cases and improved performance.
Performance Metrics
Benchmark results across standard evaluation metrics and real-world performance.
Accuracy vs Efficiency Trade-off
Deploy Efficient AI Today
Start building with our small language models and experience the perfect balance of performance, efficiency, and cost-effectiveness.