diff --git a/.github/workflows/cicd-main.yml b/.github/workflows/cicd-main.yml
index 550defff7814d..5cc990902953b 100644
--- a/.github/workflows/cicd-main.yml
+++ b/.github/workflows/cicd-main.yml
@@ -73,7 +73,7 @@ jobs:
     - name: Container setup
       run: |
         # Pull base PyTorch container
-        docker pull nvcr.io/nvidia/pytorch:24.01-py3
+        docker pull nvcr.io/nvidia/pytorch:24.02-py3
         docker run --device=/dev/nvidia0 --gpus all --shm-size=8g --env TRANSFORMERS_OFFLINE=0 --env HYDRA_FULL_ERROR=1 --volume ${{ github.workspace }}/${{ github.run_id }}:/workspace --volume /mnt/datadrive/TestData:/home/TestData nvcr.io/nvidia/pytorch:24.01-py3 /bin/bash -c '
             set -x
 
@@ -93,21 +93,19 @@ jobs:
             # NeMo Installation
             ./reinstall.sh release
 
-            # Transformer Engine 1.2.0
             # Transformer Engine installation
             git clone https://github.com/NVIDIA/TransformerEngine.git && \
                 pushd TransformerEngine && \
-                git fetch origin 9b2fed514ea419141146f843ab2c84b22b86bfd7 && \
+                git fetch origin bfe21c3d68b0a9951e5716fb520045db53419c5e && \
                 git checkout FETCH_HEAD && \
                 git submodule init && git submodule update && \
                 NVTE_FRAMEWORK=pytorch NVTE_WITH_USERBUFFERS=1 MPI_HOME=/usr/local/mpi pip install .  && \
                 popd
 
-            # Apex bugfix for PyTorch 23.11 container: https://github.com/NVIDIA/apex/pull/1760
             # Apex installation
             git clone https://github.com/NVIDIA/apex.git && \
                 pushd apex && \
-                git checkout b496d85fb88a801d8e680872a12822de310951fd && \
+                git checkout 810ffae374a2b9cb4b5c5e28eaeca7d7998fca0c && \
                 cp -R apex /usr/local/lib/python3.10/dist-packages && \
                 popd
 
@@ -116,12 +114,13 @@ jobs:
             # Megatron Core installation
             git clone https://github.com/NVIDIA/Megatron-LM.git && \
                 pushd Megatron-LM && \
-                git checkout 43792028f003ed25a3ee8c5a0d4cad82317d81b5 && \
+                git checkout 7fe863f3d94f7b64a927b04b85f5c9339d3fb784 && \
                 pip install . && \
                   pushd megatron/core/datasets && \
                   make && \
                   popd && \
                 popd
+            export PYTHONPATH="${PYTHONPATH}:/workspace/Megatron-LM"
 
             # Install only for test: L2: Segmentation Tool
             pushd tools/ctc_segmentation && \