diff --git a/requirements.txt b/requirements.txt
index d09f950..42018bf 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,7 +4,7 @@ pandas==3.0.3  # temporary pin: 3.0.4 breaks the action — see pandas-dev/panda
 numpy>=2.1
 prophet>=1.3
 scikit-learn>=1.8
-torch>=2.10,<2.11  # upper cap: torch 2.11 + pandas 3 segfault in XGBoost training — see issue #29
+torch>=2.12.1+cpu,<2.13  # upper cap: torch 2.11 + pandas 3 segfault in XGBoost training — see issue #29
 # tensorflow>=2.15.0
 lightgbm>=4.6
 xgboost>=3.2