diff --git a/docker/Dockerfile.nightly_torch b/docker/Dockerfile.nightly_torch
index 6989106c42965..53b8ccd804924 100644
--- a/docker/Dockerfile.nightly_torch
+++ b/docker/Dockerfile.nightly_torch
@@ -309,5 +309,7 @@ ENV HF_HUB_ENABLE_HF_TRANSFER 1
 RUN --mount=type=cache,target=/root/.cache/uv \
     uv pip install --system -r requirements/nightly_torch_test.txt
 
-#################### UNITTEST IMAGE #############################
+# Logging to confirm the torch versions
+RUN pip freeze | grep -E 'torch|xformers|vllm|flashinfer'
 
+#################### UNITTEST IMAGE #############################
diff --git a/requirements/nightly_torch_test.txt b/requirements/nightly_torch_test.txt
index e2711354ac10e..3aebcaa623c03 100644
--- a/requirements/nightly_torch_test.txt
+++ b/requirements/nightly_torch_test.txt
@@ -8,7 +8,6 @@ pytest-rerunfailures
 pytest-shard
 pytest-timeout
 
-
 librosa # required by audio tests in entrypoints/openai
 sentence-transformers
 numba == 0.61.2; python_version > '3.9'
@@ -31,3 +30,12 @@ bitsandbytes>=0.45.3
 # required for minicpmo_26 test
 vector_quantize_pytorch
 vocos
+
+# required for Basic Models Test
+blobfile # required for kimi-vl test
+matplotlib # required for qwen-vl test
+
+# required for  Multi-Modal Models Test (Standard)
+num2words # required for smolvlm test
+pqdm
+timm # required for internvl test