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🌌 QAI Command Center

Quantum-AI Hybrid Training & Deployment Hub

Dashboard Server
Training Pipeline
API Endpoints
Quantum MCP
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Training Jobs
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Datasets
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Trained Models
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GPU Usage

⚡ Quick Actions

🚀
Start Training
📊
View Datasets
🤖
Browse Models
📈
Monitor GPU
⚛️
Quantum Jobs
💬
Chat Interface
📈
Analytics
📋
Job Queue
👤
Aria Character
🎯

Training Dashboard

Comprehensive LoRA fine-tuning interface with real-time monitoring, advanced configuration, and automated job management.

  • 20+ training parameters
  • Real-time GPU monitoring
  • 4 preset configurations
  • Config save/load (JSON)
  • Live job tracking
Open Dashboard
⚛️

Quantum ML Pipeline

Hybrid quantum-classical machine learning with PennyLane, Azure Quantum integration, and circuit optimization.

  • Quantum circuit training
  • Azure Quantum jobs
  • 8 MCP server tools
  • Local & cloud simulators
  • Cost estimation
💬

Multi-Provider Chat

Unified chat CLI supporting Azure OpenAI, OpenAI, LoRA adapters, and local echo with automatic provider detection.

  • 4 provider backends
  • Auto-detection & fallback
  • Streaming responses
  • Memory persistence (SQL/Cosmos)
  • CLI & API interfaces
📊

Evaluation Suite

Automated model evaluation with perplexity metrics, loss tracking, and comparison tools for iterative improvement.

  • Perplexity calculation
  • Loss comparison
  • Batch evaluation
  • Model ranking
  • Export reports (MD/JSON)
🗃️

Dataset Manager

Browse, validate, and manage training datasets with automatic sample counting and format validation.

  • Auto-discovery
  • Sample counting
  • Format validation
  • Train/test splits
  • Dataset generation
🔌

API Gateway

Azure Functions unified API with /chat, /quantum, and /ai/status endpoints. Dynamic imports from all three projects.

  • Multi-project integration
  • SQL/Cosmos persistence
  • Telemetry (App Insights)
  • Rate limiting
  • CORS enabled
📈

Resource Monitor

Real-time GPU, CPU, memory, and disk monitoring with historical tracking and alert thresholds.

  • GPU utilization & VRAM
  • CPU & RAM usage
  • Process tracking
  • Historical graphs
  • Alert system
🔄

CI/CD Pipeline

Automated testing, validation, and deployment orchestration with master scheduler and job coordination.

  • 40 unit tests
  • 30 integration tests
  • Orchestrator validation
  • Artifact packaging
  • Deployment automation
👤

Aria Character

Interactive AI character with natural language commands, 3D CSS animations, and LLM-powered auto-execution.

  • Natural language commands
  • 8 core action types
  • Object interaction & physics
  • World generation via LLM
  • Dark mode support
Open Aria Auto-Execute