Best Docker Local LLM Runners for self-hosting

The 12 best Docker local llm runners you can self-host, ranked by community traction.

At a glance

AppDeploy effortDifficultyMin. RAMLicense★ Stars
Ollama≈5-minute setupEasy8,192 MBMIT183,072
vLLMUnder-an-hour setupHard16,384 MBApache-2.093,739
LiteLLMUnder-an-hour setupMedium1,024 MBMIT61,190
New APIUnder-an-hour setupMedium512 MBMIT49,901
FastChatUnder-an-hour setupHard8,192 MBApache-2.039,549
One APIUnder-an-hour setupMedium256 MBMIT37,136
OpenLLMUnder-an-hour setupMedium8,192 MBApache-2.012,558
LMDeployUnder-an-hour setupHard16,384 MBApache-2.08,104
Text Embeddings InferenceUnder-an-hour setupMedium2,048 MBApache-2.05,076
Harbor LLM ToolkitUnder-an-hour setupEasy8,192 MBApache-2.03,246

Quick picks

Every option here is open-source and self-hostable, tagged Docker within the local llm runners category. Deploy effort is graded from published container recipes, not vendor claims — see the methodology.

Keep exploring

Head-to-head: Docker local llm runners