Warm up pyannote and FunASR runtimes

2026-05-28 13:05:27 +02:00
parent 7ff93b73b3
commit c46c587e65
14 changed files with 696 additions and 20 deletions
@@ -0,0 +1,13 @@
+# Change: Warm up pyannote on startup
+
+## Why
+Local pyannote validation can spend significant time building the Docker image and downloading Hugging Face model artifacts. If that work happens on the first speaker-validation request, the request can time out before validation starts.
+
+## What Changes
+- Increase the local pyannote validation command timeout default.
+- Add a startup warm-up path that prepares enabled pyannote diarization runtimes and downloads the configured model into the persistent cache.
+- Keep startup non-blocking and keep diarization requests bounded by configured timeouts.
+
+## Impact
+- First speaker validation is less likely to fail due to one-time model setup.
+- Startup logs can surface pyannote setup failures before the first meeting needs validation.