Move to stable binaries 2.12 (#3891)

Do not merge

Co-authored-by: sekyondaMeta <127536312+sekyondaMeta@users.noreply.github.com>

Author: svekars

.ci/docker/requirements.txt

@@ -25,7 +25,7 @@ pydantic>=2.10
 fastapi
 matplotlib
 librosa
-torch==2.11
+torch==2.12
 torchvision
 torchdata
 networkx