LiteLLM / LiteLLM

litellm.Timeout: OllamaConnectionTimedOut — Connection Timed Out After 600 Seconds

Fix LiteLLM hanging 600 seconds on Ollama connection timeout instead of raising proper error quickly; understand why stream_timeout and regular timeout settings don't work for watsonx/Ollama backends Includes evidence for LiteLLM troubleshooting demand.

Category
LiteLLM
Error signature
ERROR :root: LiteLLM call failed: litellm.APIConnectionError: OllamaException - litellm.Timeout: Connection timed out after 600.0 seconds.
Quick fix
Compare the failing environment with a known working setup, then change one configuration value at a time.
Updated

What this error means

ERROR :root: LiteLLM call failed: litellm.APIConnectionError: OllamaException - litellm.Timeout: Connection timed out after 600.0 seconds. is a LiteLLM failure pattern reported for developers trying to fix litellm hanging 600 seconds on ollama connection timeout instead of raising proper error quickly; understand why stream_timeout and regular timeout settings don’t work for watsonx/ollama backends. Based on the imported evidence, treat this as a tool-specific troubleshooting page rather than a generic API error.

Why this happens

Sources: https://github.com/BerriAI/litellm/issues/7996 (Jan 2025), https://github.com/BerriAI/litellm/issues/7870 (stream_timeout not working for watsonx). Users running LiteLLM proxy routing to Ollama/watsonx get stuck waiting 600s. High commercial value for teams using LiteLLM as paid proxy. Category: LiteLLM per mapping rules.

Common causes

Quick fixes

  1. Confirm the exact error signature matches ERROR :root: LiteLLM call failed: litellm.APIConnectionError: OllamaException - litellm.Timeout: Connection timed out after 600.0 seconds..
  2. Check the LiteLLM account, local tool state, and provider configuration involved in the failing workflow.
  3. Compare the failing environment with a known working setup, then change one configuration value at a time.

Platform/tool-specific checks

Step-by-step troubleshooting

  1. Capture the exact error message and the command, editor action, or request that triggered it.
  2. Check whether the failure is account/auth, quota/rate, model/provider, local runtime, or deployment configuration.
  3. Review the source evidence below and compare it with your environment.
  4. Apply one change at a time and rerun the smallest failing action.
  5. Keep the working fix documented for the team or deployment environment.

How to prevent it

Sources checked

Evidence note: Sources: https://github.com/BerriAI/litellm/issues/7996 (Jan 2025), https://github.com/BerriAI/litellm/issues/7870 (stream_timeout not working for watsonx). Users running LiteLLM proxy routing to Ollama/watsonx get stuck waiting 600s. High commercial value for teams using LiteLLM as paid proxy. Category: LiteLLM per mapping rules.

FAQ

What should I check first?

Start with the exact ERROR :root: LiteLLM call failed: litellm.APIConnectionError: OllamaException - litellm.Timeout: Connection timed out after 600.0 seconds. text and the smallest action that reproduces it.

Can I ignore this error?

No. Treat it as a failed LiteLLM workflow until the root cause is understood.

Is this guaranteed to have one fix?

No. The imported evidence supports the troubleshooting path above, but tool behavior can vary by account, plan, version, provider, and local configuration.

How do I know the fix worked?

Rerun the same command, editor action, or request. The fix is working when that action completes without ERROR :root: LiteLLM call failed: litellm.APIConnectionError: OllamaException - litellm.Timeout: Connection timed out after 600.0 seconds..