#vllm — Public Fediverse posts

New tutorial: deploy Google’s Gemma 3 on your own dedicated GPU server.

Using vLLM + Docker on Ubuntu, you get a private OpenAI-compatible endpoint that handles text and images. The guide covers:

picking a model size for your GPU
NVIDIA driver and Container Toolkit setup
securing your Hugging Face token
running it under systemd
multi-GPU scaling and troubleshooting

Read more: https://www.fitservers.com/tutorials/howto/deploy-gemma-3-gpu-server/

#Gemma3 #vLLM #Docker #SelfHosting #GPUServer #LLM #OpenSource #DevOps

Install and serve vLLM with vllm serve or Docker: OpenAI-compatible API, key flags, OOM troubleshooting. Compare vLLM vs Ollama vs Docker Model Runner.

#LLM #AI #Python #Docker #DevOps #SelfHosting #vllm #K8S

https://www.glukhov.org/llm-hosting/vllm/vllm-quickstart/

RT @vllm_project: TRANSLASATION: vLLM unterstützt nun NVIDIA Vera Rubin. Die ersten Ergebnisse zeigen mehr als die 7,8-fache Durchsatzleistung von GB200 bei MiniMax M3 auf AgentX.

mehr auf Arint.info

#AI #DeepLearning #GPU #MachineLearning #NVIDIA #vLLM #arint_info

https://x.com/vllm_project/status/2108736734309896625