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NVIDIA
NVIDIA
NeMo Unsloth Training
Container
NVIDIA
NVIDIA
NeMo Unsloth Training

Unsloth-based model training runtime for NeMo Platform

LayerLabelCreated
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4USER
1000:1000
06/26/2026 7:08 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4CMD
["-m" "nmp.unsloth.tasks.training" "--help"]
06/26/2026 7:08 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENTRYPOINT
/opt/venv/bin/python
06/26/2026 7:08 PM UTC
sha256:57c80be7e07504120de213b46eb02443be24082ba99547d0fff43b4d0ba3833cRUN
USERNAME=ubuntu USER_UID=1000 USER_GID=1000 UNSLOTH_VERSION=2026.6.1 TRANSFORMERS_VERSION=4.57.6 HF_HUB_VERSION=0.36.2 BITSANDBYTES_VERSION=0.49.2 BNB_MAX_JOBS=10 rm -rf /usr/local/lib/python3.12/dist-packages/aiohttp /usr/local/lib/python3.12/dist-packages/aiohttp-*.dist-info /usr/local/lib/python3.12/dist-packages/black /usr/local/lib/python3.12/dist-packages/_black* /usr/local/lib/python3.12/dist-packages/black-*.dist-info /usr/local/lib/python3.12/dist-packages/blackd /usr/local/lib/python3.12/dist-packages/tornado /usr/local/lib/python3.12/dist-packages/tornado-*.dist-info /usr/local/lib/python3.12/dist-packages/onnx /usr/local/lib/python3.12/dist-packages/onnx-*.dist-info /usr/local/lib/python3.12/dist-packages/urllib3 /usr/local/lib/python3.12/dist-packages/urllib3-*.dist-info /usr/local/lib/python3.12/dist-packages/grpc /usr/local/lib/python3.12/dist-packages/grpcio /usr/local/lib/python3.12/dist-packages/grpcio-*.dist-info /usr/local/lib/python3.12/dist-packages/wandb /usr/local/lib/python3.12/dist-packages/wandb-*.dist-info /usr/local/lib/python3.12/dist-packages/mlflow /usr/local/lib/python3.12/dist-packages/mlflow-*.dist-info /usr/local/lib/python3.12/dist-packages/mlflow_skinny-*.dist-info /usr/local/lib/python3.12/dist-packages/jupyter_server /usr/local/lib/python3.12/dist-packages/jupyter_server-*.dist-info /usr/local/cuda/NsightSystems-cli-* /usr/local/bin/nsys /usr/local/cuda/bin/nsys
06/26/2026 7:08 PM UTC
sha256:e2bf8539d5c98c698602d040293b846e527b0401dbc73498eb3ab32b50d45b9bRUN
USERNAME=ubuntu USER_UID=1000 USER_GID=1000 UNSLOTH_VERSION=2026.6.1 TRANSFORMERS_VERSION=4.57.6 HF_HUB_VERSION=0.36.2 BITSANDBYTES_VERSION=0.49.2 BNB_MAX_JOBS=10 apt-get update &&
  DEBIAN_FRONTEND=noninteractive apt-get install -y --only-upgrade openssl libssl3t64 &&
  rm -rf /var/lib/apt/lists/*
06/26/2026 7:08 PM UTC
sha256:2c1ce468d9f3d941396801f6e3afc8921466650dd05430fe644cd3537713d27fRUN
USERNAME=ubuntu USER_UID=1000 USER_GID=1000 UNSLOTH_VERSION=2026.6.1 TRANSFORMERS_VERSION=4.57.6 HF_HUB_VERSION=0.36.2 BITSANDBYTES_VERSION=0.49.2 BNB_MAX_JOBS=10 uv pip install --python ${VIRTUAL_ENV}/bin/python --no-cache --overrides /opt/docker/preserve_base_torch.txt "aiohttp>=3.13.4,<4" "urllib3>=2.7.0,<3" "grpcio>=1.81.1,<2" "mlflow-skinny>=3.11.1,<3.12.0"
06/26/2026 7:08 PM UTC
sha256:7bfbee7f5173bc1d23939fbad2eb5334a4c06647bef5d49380b8c72cc10ba8f0RUN
USERNAME=ubuntu USER_UID=1000 USER_GID=1000 UNSLOTH_VERSION=2026.6.1 TRANSFORMERS_VERSION=4.57.6 HF_HUB_VERSION=0.36.2 BITSANDBYTES_VERSION=0.49.2 BNB_MAX_JOBS=10 uv pip install --python ${VIRTUAL_ENV}/bin/python --no-cache --overrides /opt/docker/preserve_base_torch.txt --reinstall-package huggingface-hub --reinstall-package transformers huggingface-hub==${HF_HUB_VERSION} transformers==${TRANSFORMERS_VERSION}
06/26/2026 7:08 PM UTC
sha256:2c1ce468d9f3d941396801f6e3afc8921466650dd05430fe644cd3537713d27fRUN
USERNAME=ubuntu USER_UID=1000 USER_GID=1000 UNSLOTH_VERSION=2026.6.1 TRANSFORMERS_VERSION=4.57.6 HF_HUB_VERSION=0.36.2 BITSANDBYTES_VERSION=0.49.2 BNB_MAX_JOBS=10 uv pip install --python ${VIRTUAL_ENV}/bin/python --no-cache --overrides /opt/docker/preserve_base_torch.txt "hf-transfer>=0.1.8,<0.2"
06/26/2026 7:08 PM UTC
sha256:e9159fe2343175b8ff95a97ffcef01396ff33be956b8a5b3adcd4fc4f758db18RUN
USERNAME=ubuntu USER_UID=1000 USER_GID=1000 UNSLOTH_VERSION=2026.6.1 TRANSFORMERS_VERSION=4.57.6 HF_HUB_VERSION=0.36.2 BITSANDBYTES_VERSION=0.49.2 BNB_MAX_JOBS=10 uv pip install --python ${VIRTUAL_ENV}/bin/python --no-cache --overrides /opt/docker/no_override_requirements.txt -e /app/sdk/python/nemo-platform -e /app/packages/nemo_platform_plugin -e /app/packages/nmp_common -e /app/packages/nmp_customization_common -e "/app/services/unsloth"
06/26/2026 7:08 PM UTC
sha256:4c4b29d43f251583484aca7ab048e4701ac76728a2d08b97c8aecc01fd0135ecRUN
USERNAME=ubuntu USER_UID=1000 USER_GID=1000 UNSLOTH_VERSION=2026.6.1 TRANSFORMERS_VERSION=4.57.6 HF_HUB_VERSION=0.36.2 BITSANDBYTES_VERSION=0.49.2 BNB_MAX_JOBS=10 chown -R ${USER_UID}:${USER_GID} /app
06/26/2026 7:08 PM UTC
...

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