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add per-variant endpoint concurrency with least-loaded dispatch#895

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hallerite/per-variant-concurrency
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add per-variant endpoint concurrency with least-loaded dispatch#895
hallerite wants to merge 1 commit intomainfrom
hallerite/per-variant-concurrency

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@hallerite hallerite commented Feb 11, 2026

Description

When multiple evals target the same endpoint (e.g., 8 vLLM nodes serving the same model), each eval creates its own semaphore independently. This means there's no shared concurrency control, and blind round-robin ignores node load, which causes head-of-line blocking when one node is slower.

Type of Change

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • Documentation update
  • Test improvement

Testing

  • All existing tests pass when running uv run pytest locally.
  • New tests have been added to cover the changes

Checklist

  • My code follows the style guidelines of this project as outlined in AGENTS.md
  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas
  • I have made corresponding changes to the documentation
  • My changes generate no new warnings
  • Any dependent changes have been merged and published

Additional Notes

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