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## 5. Deploy the Application
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You can download the source-code here: [mdm_project.zip](./files/mdm_project.zip)
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### Ollama on OCI A10 — Two-GPU Installation & Configuration (Step-by-Step)
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This section explains how to install **Ollama** on an Oracle Linux VM with **two NVIDIA A10 GPUs**, run **one Ollama service per GPU** via `systemd`, pull and tune the **Qwen 2.5 7B** model, and configure your app (`config.py` and `run.sh`) to use both endpoints concurrently.
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files/mdm_project.zip
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files/mdm_project.zip
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import httpx, json, itertools, logging, time, asyncio, re
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from pathlib import Path
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from config import settings
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from files.config import settings
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from .common import safe_json_from_text
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logger = logging.getLogger("mdm.services")
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import httpx, json, itertools, logging, time, asyncio
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from pathlib import Path
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from config import settings
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from files.config import settings
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from .common import safe_json_from_text
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from services.zipcode_service import enrich_address_with_zipcode
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from files.services.zipcode_service import enrich_address_with_zipcode
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logger = logging.getLogger("mdm.services")
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_rr = itertools.count()
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