> ## Documentation Index
> Fetch the complete documentation index at: https://docs.aicord.cloud/llms.txt
> Use this file to discover all available pages before exploring further.

# Vps cpu hybrid

# <img src="https://mintcdn.com/lipedevv/MuqSig17BRwFcVpd/icons/deploy.svg?fit=max&auto=format&n=MuqSig17BRwFcVpd&q=85&s=ecf89807c3b462568fba799cce6fe846" alt="Deploy icon" width="22" data-path="icons/deploy.svg" /> Deploy VPS CPU Hybrid

Launch profile:

* 8 vCPU
* 24 GB RAM
* NVMe storage
* CPU-only local inference + remote fallback

## Architecture

1. AiCord bot calls `api.aicord.cloud`
2. `aicord/fast` routes to local CPU model
3. Heavy or overflow requests route to remote upstream

## Recommended baseline

```env theme={null}
REQUEST_TIMEOUT_MS=12000
RATE_LIMIT_PER_MINUTE=120
ALLOW_DIRECT_MODEL=false
UPSTREAM_OVERRIDE_MODEL=qwen2.5-coder:7b
```

## Deploy checklist

* [ ] Provision VPS and update packages
* [ ] Install Python 3.11+ and create virtual environment
* [ ] Configure `AICORDCLOUD/.env`
* [ ] Start gateway (`python run.py` or process manager)
* [ ] Configure reverse proxy with TLS
* [ ] Point `api.aicord.cloud` DNS to proxy