[PR #7540] feat: preloading of machine learning models #11674

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opened 2026-02-05 14:43:54 +03:00 by OVERLORD · 0 comments
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Original Pull Request: https://github.com/immich-app/immich/pull/7540

State: closed
Merged: Yes


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Implements additional step of preloading select models at the start of the machine-learning process into memory permanently.

Models can be selected by changing the environment variable, for example:
MACHINE_LEARNING_PRELOAD="CLIP:ViT-B-32__openai,FACIAL_RECOGNITION:buffalo_s"

**Original Pull Request:** https://github.com/immich-app/immich/pull/7540 **State:** closed **Merged:** Yes --- In response to [this discussion](https://github.com/immich-app/immich/discussions/7411) Implements additional step of preloading select models at the start of the machine-learning process into memory permanently. Models can be selected by changing the environment variable, for example: MACHINE_LEARNING_PRELOAD="CLIP:ViT-B-32__openai,FACIAL_RECOGNITION:buffalo_s"
OVERLORD added the pull-request label 2026-02-05 14:43:54 +03:00
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Reference: immich-app/immich#11674