diff --git a/backend/python/transformers/requirements-cpu.txt b/backend/python/transformers/requirements-cpu.txt
index eedb73ec588d..7209a9c23fe3 100644
--- a/backend/python/transformers/requirements-cpu.txt
+++ b/backend/python/transformers/requirements-cpu.txt
@@ -1,4 +1,4 @@
-torch==2.7.1
+torch==2.12.1+cu130
 llvmlite==0.43.0
 numba==0.60.0
 accelerate
diff --git a/backend/python/transformers/requirements-cublas12.txt b/backend/python/transformers/requirements-cublas12.txt
index 6defa620ccdf..7afeff23918b 100644
--- a/backend/python/transformers/requirements-cublas12.txt
+++ b/backend/python/transformers/requirements-cublas12.txt
@@ -1,4 +1,4 @@
-torch==2.7.1
+torch==2.12.1+cu130
 accelerate
 llvmlite==0.43.0
 numba==0.60.0
diff --git a/backend/python/transformers/requirements-cublas13.txt b/backend/python/transformers/requirements-cublas13.txt
index d5f87842d1ec..8adf437d37db 100644
--- a/backend/python/transformers/requirements-cublas13.txt
+++ b/backend/python/transformers/requirements-cublas13.txt
@@ -1,5 +1,5 @@
 --extra-index-url https://download.pytorch.org/whl/cu130
-torch==2.9.0
+torch==2.12.1+cu130
 llvmlite==0.43.0
 numba==0.60.0
 transformers>=5.15.0
diff --git a/backend/python/transformers/requirements-hipblas.txt b/backend/python/transformers/requirements-hipblas.txt
index f2cd4e075dc0..186aea335228 100644
--- a/backend/python/transformers/requirements-hipblas.txt
+++ b/backend/python/transformers/requirements-hipblas.txt
@@ -1,5 +1,5 @@
 --extra-index-url https://download.pytorch.org/whl/rocm7.0
-torch==2.10.0+rocm7.0
+torch==2.12.1+cu130
 accelerate
 transformers>=5.15.0
 llvmlite==0.43.0
diff --git a/backend/python/transformers/requirements-mps.txt b/backend/python/transformers/requirements-mps.txt
index 7851e52548a5..43959d6e09e1 100644
--- a/backend/python/transformers/requirements-mps.txt
+++ b/backend/python/transformers/requirements-mps.txt
@@ -1,4 +1,4 @@
-torch==2.7.1
+torch==2.12.1+cu130
 llvmlite==0.43.0
 numba==0.60.0
 accelerate