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NVIDIA
Kumo Relational Foundation Model (NIM)
Container
NVIDIA
Kumo Relational Foundation Model (NIM)

Structured data relational foundation model

LayerLabelCreated
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4CMD
["/bin/bash" "-c" "$SERVER_START_SCRIPT_PATH"]
08/31/2026 7:23 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENTRYPOINT
/opt/nvidia/nvidia_entrypoint.sh
08/31/2026 7:23 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4USER
nvs:1000
08/31/2026 7:23 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
com.nvidia.nim.version=1.0.0 com.nvidia.nim.build.variant=nim-builder org.opencontainers.image.revision=34cd160efd8e8cb77b7f1ae9e64259e5cb4c3d0f com.nvidia.nim.build.nimtools.version=1.11.1a1 com.nvidia.nim.build.nimtools.revision=32a9ba8dc7eb2566e6b62e93b7d6e7b97ddf9001 com.nvidia.nim.build.nimlib.version=0.18.0 com.nvidia.nim.build.nim-runtime.revision=da1fe5f09f12d8a2cccb4a7e0f76a2a23300b382 com.nvidia.nim.build.nim-sdk.version=0.12.5 com.nvidia.nim.build.tfm-serving.version=0.2.3 com.nvidia.nim.build.model-artifacts.revision=e89cfda4b0129d7feeb14280ffa2e41c9526ea4d
08/31/2026 7:23 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
OPENSSL_FORCE_FIPS_MODE=0 NVIDIA_PRODUCT_NAME=NVIDIA Inference Microservice TFM NIM
08/31/2026 7:23 PM UTC
sha256:38805fca949919d203554af5f1adb2aca4bb209717815c851d3d480746f8ba3dRUN
NIM_VERSION=1.0.0 NIM_VARIANT=nim-builder SOURCE_REVISION=34cd160efd8e8cb77b7f1ae9e64259e5cb4c3d0f NIMTOOLS_VERSION=1.11.1a1 NIMTOOLS_REVISION=32a9ba8dc7eb2566e6b62e93b7d6e7b97ddf9001 NIMLIB_VERSION=0.18.0 NIM_RUNTIME_REVISION=da1fe5f09f12d8a2cccb4a7e0f76a2a23300b382 NIM_SDK_VERSION=0.12.5 TFM_SERVING_VERSION=0.2.3 WEIGHTS_REVISION=e89cfda4b0129d7feeb14280ffa2e41c9526ea4d PIP_ROOT_USER_ACTION=ignore python3 -m pip uninstall -y wandb flash-attn jupyter jupyterlab jupyterlab-server jupyter-lsp kumo-api kumoml-rfm smart-open tabulate io_utils kumo datasets mlxtend nvidia-dali-cuda130 relbench jupyter-server notebook notebook-shim nbclassic voila torchtitan jupyterlab-code-formatter jupyterlab-tensorboard-pro &&
  PIP_ROOT_USER_ACTION=ignore python3 -m pip install --no-cache-dir --no-deps --upgrade --requirement /tmp/osrb-runtime-requirements.txt &&
  /bin/sh /tmp/install_osrb_assets.sh "${NIM_VERSION}" /tmp/kumo-relational-oss-source-1.0.0.tar.gz /opt/nim &&
  install -m 0444 /tmp/verify_osrb_assets.py /opt/nim/src/verify_osrb_assets.py &&
  python3 /opt/nim/src/verify_osrb_assets.py &&
  find /usr/local -type f -path "*/NsightSystems-cli-*/target-linux-x64/plugins/efa_metrics/nic_sampler" -delete &&
  install -m 0444 /tmp/BUILD_PROVENANCE.json /opt/nim/BUILD_PROVENANCE.json &&
  install -m 0444 /tmp/LICENSE /opt/nim/LICENSE &&
  install -m 0444 /tmp/MODEL_LICENSE.txt /opt/nim/MODEL_LICENSE.txt &&
  install -d -o nvs -g 1000 -m 0755 /opt/nim/.cache/kumo/glove &&
  chown nvs:1000 /opt/nim/.cache/kumo /opt/nim/.cache/kumo/glove &&
  chmod 0755 /opt/nim/.cache/kumo /opt/nim/.cache/kumo/glove &&
  chmod 0444 /opt/nim/.cache/kumo/glove/glove_combined_index.parquet /opt/nim/.cache/kumo/glove/glove_6B_index_mapping.npy /opt/nim/.cache/kumo/glove/glove_6B_50d_emb.npy &&
  /bin/sh /tmp/install_startup_banner.sh "NVIDIA Inference Microservice TFM NIM" "${NIM_VERSION}-${NIM_VARIANT}" "kumo-relational" &&
  PYTHONPATH=/opt/nim python3 /tmp/verify_release_packages.py &&
  find / -name '.git*' -prune -exec rm -rf -- '{}' +
08/31/2026 7:23 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
WEIGHTS_REVISION=e89cfda4b0129d7feeb14280ffa2e41c9526ea4d
08/31/2026 7:23 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
NIMLIB_VERSION=0.18.0 NIM_RUNTIME_REVISION=da1fe5f09f12d8a2cccb4a7e0f76a2a23300b382 NIM_SDK_VERSION=0.12.5 TFM_SERVING_VERSION=0.2.3
08/31/2026 7:23 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
NIM_VERSION=1.0.0 NIM_VARIANT=nim-builder SOURCE_REVISION=34cd160efd8e8cb77b7f1ae9e64259e5cb4c3d0f NIMTOOLS_VERSION=1.11.1a1 NIMTOOLS_REVISION=32a9ba8dc7eb2566e6b62e93b7d6e7b97ddf9001
08/31/2026 7:23 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4USER
0:0
08/31/2026 7:23 PM UTC
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