fix(profiles): add missing family dependency closures

python/tensorrt_model_connect/families/canary/MODEL.toml

@@ -3,6 +3,12 @@
 
 id = "canary"
 plugin = "canary"
+python_profile_specs = [
+  "canary_reference|families/canary/python_profile_requirements/canary_reference.lock.txt|families/canary/python_profile_verify.py|true|true",
+]
+default_execution_profiles = [
+  "reference|canary_reference",
+]
 module = "plugin"
 model_dir_adapter = "nemo_archive.py|resolve_model_dir"
 nemo_archive_adapter = "nemo_archive.py|resolve_nemo_archive"

python/tensorrt_model_connect/families/canary/python_profile_requirements/canary_reference.lock.txt

@@ -0,0 +1,109 @@
+absl-py==2.5.0
+annotated-types==0.7.0
+antlr4-python3-runtime==4.9.3
+asttokens==3.0.2
+audioread==3.1.0
+braceexpand==0.1.7
+cffi==2.1.1
+cloudpickle==3.1.2
+contourpy==1.3.3
+cycler==0.12.1
+cytoolz==1.1.0
+datasets==3.6.0
+decorator==5.3.1
+dill==0.3.8
+docopt==0.6.2
+editdistance==0.8.1
+einops==0.8.2
+executing==2.2.1
+fiddle==0.3.0
+fonttools==4.63.0
+fsspec==2024.12.0
+graphviz==0.21
+grpcio==1.76.0
+huggingface-hub==0.36.2
+hydra-core==1.3.2
+intervaltree==3.2.1
+ipython-pygments-lexers==1.1.1
+ipython==9.16.1
+jedi==0.20.0
+jiwer==3.1.0
+joblib==1.5.3
+kaldi-python-io==1.2.2
+kaldialign==0.9.1
+kiwisolver==1.5.0
+lazy-loader==0.5
+lhotse==1.33.0
+libcst==1.9.0
+librosa==0.11.0
+lightning-utilities==0.15.3
+lightning==2.4.0
+llvmlite==0.43.0
+markdown==3.10.3
+marshmallow==4.3.1
+matplotlib-inline==0.2.2
+matplotlib==3.11.1
+msgpack==1.2.1
+multiprocess==0.70.16
+nemo_toolkit[asr]==2.7.3
+numba==0.60.0
+numexpr==2.10.0
+numpy==1.26.4
+nv-one-logger-core==2.3.1
+nv-one-logger-pytorch-lightning-integration==2.3.1
+nv-one-logger-training-telemetry==2.3.1
+omegaconf==2.3.0
+overrides==7.7.0
+pandas==2.2.3
+parso==0.8.7
+platformdirs==4.11.2
+pooch==1.9.0
+prompt-toolkit==3.0.53
+protobuf==5.29.5
+pure-eval==0.2.3
+pyannote.core==5.0.0
+pyannote.database==5.1.3
+pyannote.metrics==3.2.1
+pyarrow==20.0.0
+pycparser==3.0
+pydantic-core==2.27.2
+pydantic==2.10.6
+pydub==0.25.1
+pyloudnorm==0.2.0
+pyparsing==3.3.2
+python-dateutil==2.9.0.post0
+pytorch-lightning==2.4.0
+pytz==2026.3.post1
+rapidfuzz==3.14.5
+resampy==0.4.3
+ruamel.yaml.clib==0.2.12
+ruamel.yaml==0.18.10
+scikit-learn==1.4.2
+scipy==1.15.3
+sentencepiece==0.2.2
+silero-vad==6.2.1
+six==1.17.0
+sortedcontainers==2.4.0
+soundfile==0.14.0
+sox==1.5.0
+soxr==0.5.0.post1
+stack-data==0.6.3
+strenum==0.4.15
+tensorboard-data-server==0.7.2
+tensorboard==2.20.0
+text-unidecode==1.3
+threadpoolctl==3.6.0
+tokenizers==0.22.2
+toml==0.10.2
+toolz==1.1.0
+torchmetrics==1.9.0
+traitlets==5.16.1
+transformers==4.57.6
+typing-extensions==4.15.0
+tzdata==2026.3
+webdataset==1.0.2
+werkzeug==3.1.8
+wget==3.2
+whisper-normalizer==0.1.15
+wrapt==2.3.0
+xxhash==3.8.1

python/tensorrt_model_connect/families/canary/python_profile_verify.py

@@ -0,0 +1,43 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+
+from importlib.metadata import version
+
+import absl
+import cffi
+import datasets
+import librosa
+import nemo.collections.asr as nemo_asr
+import numpy
+import pandas
+import pycparser
+import pydantic
+import sentencepiece
+import soundfile
+import transformers
+from nemo.collections.asr.models import ASRModel
+
+assert version("absl-py") == "2.5.0"
+assert version("cffi") == "2.1.1"
+assert version("datasets") == "3.6.0"
+assert version("librosa") == "0.11.0"
+assert version("nemo_toolkit") == "2.7.3"
+assert version("numpy") == "1.26.4"
+assert version("pandas") == "2.2.3"
+assert version("soundfile") == "0.14.0"
+assert version("pycparser") == "3.0"
+assert version("pydantic") == "2.10.6"
+assert version("sentencepiece") == "0.2.2"
+assert transformers.__version__ == "4.57.6"
+assert nemo_asr is not None
+assert ASRModel is not None
+assert numpy.__version__ == "1.26.4"
+assert pandas.__version__ == "2.2.3"
+assert soundfile.__version__ == "0.14.0"
+assert absl is not None
+assert cffi is not None
+assert datasets is not None
+assert librosa is not None
+assert pycparser is not None
+assert pydantic is not None
+assert sentencepiece is not None

python/tensorrt_model_connect/families/deepseek_v2/MODEL.toml

@@ -4,6 +4,13 @@
 id = "deepseek_v2"
 plugin = "deepseek_v2"
 module = "plugin"
+python_profile_specs = [
+  "deepseek_v2|families/deepseek_v2/python_profile_requirements/deepseek_v2.lock.txt|families/deepseek_v2/python_profile_verify.py|true",
+]
+default_execution_profiles = [
+  "build|deepseek_v2",
+  "reference|deepseek_v2",
+]
 capabilities = ["debug_layer_outputs"]
 aliases = [
   "deepseek_v2",

python/tensorrt_model_connect/families/deepseek_v2/python_profile_requirements/deepseek_v2.lock.txt

@@ -0,0 +1,6 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+
+transformers==5.2.0
+tokenizers==0.22.2
+huggingface-hub==1.22.0

python/tensorrt_model_connect/families/deepseek_v2/python_profile_verify.py

@@ -0,0 +1,30 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Verify the DeepSeek-V2 tokenizer-compatible Python environment."""
+
+from importlib.metadata import version
+
+import transformers
+from transformers import (
+    DeepseekV2Config,
+    DeepseekV2ForCausalLM,
+    DeepseekV3Config,
+    DeepseekV3ForCausalLM,
+)
+
+
+assert transformers.__version__ == "5.2.0"
+assert version("tokenizers") == "0.22.2"
+assert version("huggingface-hub") == "1.22.0"
+assert DeepseekV2Config.model_type == "deepseek_v2"
+assert DeepseekV2ForCausalLM.config_class is DeepseekV2Config
+assert DeepseekV3ForCausalLM.config_class is DeepseekV3Config
+deepseek_v3_config = DeepseekV3Config(experts_implementation="batched_mm")
+assert deepseek_v3_config._experts_implementation == "batched_mm"
+print(
+    f"transformers={transformers.__version__} "
+    f"tokenizers={version('tokenizers')} "
+    f"huggingface-hub={version('huggingface-hub')} "
+    "deepseek_v2=available experts_implementation=batched_mm"
+)

python/tensorrt_model_connect/families/minimax_h3/MODEL.toml

@@ -4,6 +4,12 @@
 id = "minimax_h3"
 plugin = "minimax_h3"
 module = "plugin"
+python_profile_specs = [
+  "minimax_h3_reference|families/minimax_h3/python_profile_requirements/minimax_h3_reference.lock.txt|families/minimax_h3/python_profile_reference_verify.py|true|true",
+]
+default_execution_profiles = [
+  "reference|minimax_h3_reference",
+]
 aliases = [
   "minimax-h3",
   "minimax_h3",

python/tensorrt_model_connect/families/minimax_h3/python_profile_reference_verify.py

@@ -0,0 +1,12 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Verify the pinned MiniMax-H3 reference execution profile."""
+
+from importlib.metadata import version
+
+from huggingface_hub import get_cached_repo_tree
+
+
+assert version("huggingface-hub") == "1.23.0"
+assert callable(get_cached_repo_tree)

python/tensorrt_model_connect/families/minimax_h3/python_profile_requirements/minimax_h3_reference.lock.txt

@@ -0,0 +1,4 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+
+huggingface-hub==1.23.0

python/tensorrt_model_connect/families/nemotron_labs_diffusion/MODEL.toml

@@ -3,6 +3,12 @@
 
 id = "nemotron_labs_diffusion"
 plugin = "nemotron_labs_diffusion"
+python_profile_specs = [
+  "nemotron_labs_diffusion_reference|families/nemotron_labs_diffusion/python_profile_requirements/reference.lock.txt|families/nemotron_labs_diffusion/python_profile_reference_verify.py|true",
+]
+default_execution_profiles = [
+  "reference|nemotron_labs_diffusion_reference",
+]
 module = "plugin"
 aliases = [
   "nemotron_labs_diffusion",

python/tensorrt_model_connect/families/nemotron_labs_diffusion/python_profile_reference_verify.py

@@ -0,0 +1,24 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+
+"""Verify the Nemotron Labs Diffusion LoRA reference profile."""
+
+from importlib.metadata import version
+
+import accelerate
+import peft
+import safetensors
+import torch
+import transformers
+
+
+assert version("accelerate") == "1.14.0"
+assert version("huggingface-hub") == "1.22.0"
+assert version("peft") == "0.20.0"
+assert version("safetensors") == "0.8.0"
+assert version("tokenizers") == "0.22.2"
+assert transformers.__version__ == "5.2.0"
+assert accelerate is not None
+assert peft is not None
+assert safetensors is not None
+assert callable(torch.cuda.is_available)

python/tensorrt_model_connect/families/nemotron_labs_diffusion/python_profile_requirements/reference.lock.txt

@@ -0,0 +1,9 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+
+accelerate==1.14.0
+huggingface-hub==1.22.0
+peft==0.20.0
+safetensors==0.8.0
+tokenizers==0.22.2
+transformers==5.2.0

python/tensorrt_model_connect/families/nemotron_speech_streaming/MODEL.toml

@@ -3,6 +3,12 @@
 
 id = "nemotron_speech_streaming"
 plugin = "nemotron_speech_streaming"
+python_profile_specs = [
+  "nemotron_speech_streaming_reference|families/nemotron_speech_streaming/python_profile_requirements/nemotron_speech_streaming_reference.lock.txt|families/nemotron_speech_streaming/python_profile_verify.py|true|true",
+]
+default_execution_profiles = [
+  "reference|nemotron_speech_streaming_reference",
+]
 module = "plugin"
 model_dir_adapter = "nemo_archive.py|resolve_model_dir"
 nemo_archive_adapter = "nemo_archive.py|resolve_nemo_archive"