diff --git a/docker/Dockerfile.nightly_torch b/docker/Dockerfile.nightly_torch
index 53b8ccd804924..8d43de77aad59 100644
--- a/docker/Dockerfile.nightly_torch
+++ b/docker/Dockerfile.nightly_torch
@@ -312,4 +312,7 @@ RUN --mount=type=cache,target=/root/.cache/uv \
 # Logging to confirm the torch versions
 RUN pip freeze | grep -E 'torch|xformers|vllm|flashinfer'
 
+# Logging to confirm all the packages are installed
+RUN pip freeze
+
 #################### UNITTEST IMAGE #############################
diff --git a/requirements/nightly_torch_test.txt b/requirements/nightly_torch_test.txt
index e9b466d3a82d6..3475ada9f4c96 100644
--- a/requirements/nightly_torch_test.txt
+++ b/requirements/nightly_torch_test.txt
@@ -9,7 +9,9 @@ pytest-shard
 pytest-timeout
 
 librosa # required by audio tests in entrypoints/openai
-sentence-transformers
+sentence-transformers # required for embedding tests
+transformers==4.51.3
+transformers_stream_generator # required for qwen-vl test
 numba == 0.61.2; python_version > '3.9'
 # testing utils
 boto3
@@ -38,4 +40,7 @@ matplotlib # required for qwen-vl test
 # required for  Multi-Modal Models Test (Standard)
 num2words # required for smolvlm test
 pqdm
-timm # required for internvl test
\ No newline at end of file
+timm # required for internvl test
+
+schemathesis>=3.39.15  # Required for openai schema test.
+mteb>=1.38.11, <2 # required for mteb test