diff --git a/scripts/article/run_cuda.sh b/scripts/article/run_cuda.sh
index 3ac8cb36a..3e35aee2d 100644
--- a/scripts/article/run_cuda.sh
+++ b/scripts/article/run_cuda.sh
@@ -20,7 +20,6 @@ install_prepare() {
     if [ ! -d "$MILABENCH_WORDIR/milabench" ]; then
         git clone https://github.com/mila-iqia/milabench.git -b intel
         git clone https://github.com/Delaunay/voir.git -b async_timer
-        git clone https://github.com/Delaunay/torchcompat.git
     fi
 
     . $MILABENCH_WORDIR/env/bin/activate
@@ -33,13 +32,11 @@ install_prepare() {
 
     which pip
     pip install -e $MILABENCH_WORDIR/voir
-    pip install -e $MILABENCH_WORDIR/torchcompat
 
     (
         . $BENCHMARK_VENV/bin/activate
         which pip
         pip install -e $MILABENCH_WORDIR/voir
-        pip install -e $MILABENCH_WORDIR/torchcompat
         pip install torch torchvision torchaudio
 
         # DALI stuff
diff --git a/scripts/article/run_hpu.sh b/scripts/article/run_hpu.sh
index 30a7944a3..c33528120 100644
--- a/scripts/article/run_hpu.sh
+++ b/scripts/article/run_hpu.sh
@@ -17,7 +17,6 @@ install_prepare() {
 
     git clone https://github.com/mila-iqia/milabench.git -b intel
     git clone https://github.com/Delaunay/voir.git -b async_timer
-    git clone https://github.com/Delaunay/torchcompat.git
     git clone https://github.com/huggingface/optimum-habana.git
 
     wget -nv https://vault.habana.ai/artifactory/gaudi-installer/1.15.1/habanalabs-installer.sh
@@ -34,7 +33,6 @@ install_prepare() {
 
     which pip
     pip install -e $MILABENCH_WORDIR/voir
-    pip install -e $MILABENCH_WORDIR/torchcompat
 
     # Override dependencies for HPU
     # milabench needs pyhlml
@@ -46,7 +44,6 @@ install_prepare() {
         . $BENCHMARK_VENV/bin/activate
         which pip
         pip install -e $MILABENCH_WORDIR/voir
-        pip install -e $MILABENCH_WORDIR/torchcompat
         pip install -e $MILABENCH_WORDIR/optimum-habana
 
         (
diff --git a/scripts/article/run_rocm.sh b/scripts/article/run_rocm.sh
index b123b9ccf..4df404b05 100644
--- a/scripts/article/run_rocm.sh
+++ b/scripts/article/run_rocm.sh
@@ -19,7 +19,6 @@ install_prepare() {
 
     git clone https://github.com/mila-iqia/milabench.git -b intel
     git clone https://github.com/Delaunay/voir.git -b async_timer
-    git clone https://github.com/Delaunay/torchcompat.git
 
     . $MILABENCH_WORDIR/env/bin/activate
     pip install -e $MILABENCH_WORDIR/milabench
@@ -31,13 +30,11 @@ install_prepare() {
 
     which pip
     pip install -e $MILABENCH_WORDIR/voir
-    pip install -e $MILABENCH_WORDIR/torchcompat
 
     (
         . $BENCHMARK_VENV/bin/activate
         which pip
         pip install -e $MILABENCH_WORDIR/voir
-        pip install -e $MILABENCH_WORDIR/torchcompat
         pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/rocm6.0
     )
 
diff --git a/scripts/article/run_xpu.sh b/scripts/article/run_xpu.sh
index fb6b9458b..dc709f9c6 100644
--- a/scripts/article/run_xpu.sh
+++ b/scripts/article/run_xpu.sh
@@ -19,7 +19,6 @@ install_prepare() {
 
     git clone https://github.com/mila-iqia/milabench.git -b intel
     git clone https://github.com/Delaunay/voir.git -b async_timer
-    git clone https://github.com/Delaunay/torchcompat.git
 
     # XPU manager is necessary
     wget -nv https://github.com/intel/xpumanager/releases/download/V1.2.36/xpumanager_1.2.36_20240428.081009.377f9162.u22.04_amd64.deb
@@ -35,13 +34,11 @@ install_prepare() {
 
     which pip
     pip install -e $MILABENCH_WORDIR/voir
-    pip install -e $MILABENCH_WORDIR/torchcompat
 
     (
         . $BENCHMARK_VENV/bin/activate
         which pip
         pip install -e $MILABENCH_WORDIR/voir
-        pip install -e $MILABENCH_WORDIR/torchcompat
 
         # Override dependencies for XPU
         pip install torch, torchvision torchaudio intel-extension-for-pytorch --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/us/