I will deploy open llms on your GPU server with vllm, docker and ollama

Run open LLMs on YOUR infrastructure no per-token API bills, full data privacy.

I deploy production-grade LLM serving on your GPU VPS or on-prem server:

• One-command deployment with Ollama, or high-throughput serving with vLLM
• Dockerized, reproducible setups with restart policies
• Quantized models (AWQ/GPTQ) tuned to your VRAM budget
• OpenAI-compatible API endpoint with access control
• Optional RAG wiring so the model answers from your documents

I am a PhD AI engineer who has fine-tuned and deployed open-weight LLMs in production.

Basic: single open LLM deployed via Ollama on your server.

Standard: vLLM + Docker + secured API endpoint, load-tested.

Premium: multi-model setup, quantization tuning, monitoring dashboard and complete docs.

You provide the server (any GPU VPS works); I handle the rest.