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NeuralQuantum Ollama Architecture
├── Classical Processing Layer
│ ├── Transformer Architecture
│ ├── Attention Mechanisms
│ └── Embedding Generation
├── Quantum Enhancement Layer
│ ├── Quantum State Simulation
│ ├── Quantum Circuit Operations
│ └── Quantum Optimization
├── Hybrid Integration Layer
│ ├── Classical-Quantum Bridge
│ ├── Resource Management
│ └── Performance Optimization
└── Ollama Interface Layer
├── Modelfile Configuration
├── Template Processing
└── Response Generationcurl -fsSL https://ollama.com/install.sh | shollama pull neuralquantum/ollamaollama run neuralquantum/ollama1# Start a conversation
2ollama run neuralquantum/ollama
3
4# Ask a question
5>>> What is quantum computing and how does it enhance AI?
6
7# The model will provide a quantum-enhanced response1# Generate text via API
2curl http://localhost:11434/api/generate -d '{
3 "model": "neuralquantum/ollama",
4 "prompt": "Explain quantum machine learning",
5 "stream": false
6}'ollama run neuralquantum/ollama --temperature 0.8 --top-p 0.95| Metric | NeuralQuantum Ollama | Standard Models | Improvement |
|---|---|---|---|
| Processing Speed | 45ms | 120ms | 2.7x faster |
| Accuracy | 96.2% | 94.1% | +2.1% |
| Memory Usage | 3.2GB | 6.5GB | 51% less |
| Energy Efficiency | 0.8kWh | 1.8kWh | 56% savings |
1# Clone the repository
2git clone https://github.com/neuralquantum/ollama.git
3cd ollama
4
5# Build the model
6ollama create neuralquantum/ollama -f Modelfile
7
8# Test the model
9ollama run neuralquantum/ollama1FROM neuralquantum/nqlm
2
3# Custom parameters
4PARAMETER temperature 0.8
5PARAMETER top_p 0.95
6PARAMETER num_ctx 4096
7
8# Custom system prompt
9SYSTEM "Your custom system prompt here..."1# Pull latest version
2ollama pull neuralquantum/ollama
3
4# Check version
5ollama list