Update best practices for num_workers #14919
Draft
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Title
Add
num_workers
CPU matching best practice to production documentationRelevant issues
N/A
Pre-Submission checklist
Please complete all items before asking a LiteLLM maintainer to review your PR
tests/litellm/
directory, Adding at least 1 test is a hard requirement - see detailsmake test-unit
Type
📖 Documentation
Changes
This PR addresses a gap in the production best practices documentation by adding crucial guidance on
num_workers
optimization.num_workers
to the CPU count for LiteLLM Proxy can significantly boost performance (up to +400 RPS). This change ensures users are aware of this optimization and how to implement it.num_workers
to match CPU count for optimal performance" has been added todocs/my-website/docs/proxy/prod.md
. This section details the performance benefits, default behavior, and configuration options. Subsequent sections were renumbered to maintain proper order.Slack Thread