NVIDIA
NVIDIA
nemo-rl
Container
NVIDIA
NVIDIA
nemo-rl

NVIDIA NeMo™ RL accelerates reinforcement learning post-training with high-performance GPU backends, offering scalable GRPO, DPO, SFT, and distillation for multimodal models from single-node experiments to enterprise-scale clusters.

LayerLabelCreated
sha256:2e23c0867ba6d09f3c54c49890311c75eaaddd13c067cab85b446b75eb15f85cRUN
UV_VERSION=0.9.7 PYTHON_VERSION=3.12 MAX_JOBS= NVTE_BUILD_THREADS_PER_JOB= BUILD_CUSTOM_VLLM= NEMO_RL_COMMIT=8bdfd48ed1e34d01b8e7a2b635b367c654c564fd NVIDIA_BUILD_ID=252117102 NVIDIA_BUILD_REF=3ceb6a030a3507eecae27e712742dca1dff490c7 RC_DATE=25.11-nano-v3 TARGETARCH=amd64 echo "This distribution includes open source which is archived at the following URL: https://opensource.nvidia.com/oss/teams/nvidia/nemo-rl/${RC_DATE}:linux-${TARGETARCH}/index.html" > NOTICES.txt &&
  echo "For further inquiries or assistance, contact us at oss-requests@nvidia.com" >> NOTICES.txt
01/09/2026 8:58 PM UTC
sha256:2d755c13a913c822f7332ea4f40b976b9a71a9dbdee9eda70e6023fd45835b39RUN
UV_VERSION=0.9.7 PYTHON_VERSION=3.12 MAX_JOBS= NVTE_BUILD_THREADS_PER_JOB= BUILD_CUSTOM_VLLM= NEMO_RL_COMMIT=8bdfd48ed1e34d01b8e7a2b635b367c654c564fd NVIDIA_BUILD_ID=252117102 NVIDIA_BUILD_REF=3ceb6a030a3507eecae27e712742dca1dff490c7 RC_DATE=25.11-nano-v3 TARGETARCH=amd64 python tools/generate_fingerprint.py > /opt/nemo_rl_container_fingerprint
01/09/2026 8:58 PM UTC
sha256:12d546a4ed25b546b7bb7bb26b4af07e852bd87197b5f48d5c6f3bc99f8b7d43RUN
UV_VERSION=0.9.7 PYTHON_VERSION=3.12 MAX_JOBS= NVTE_BUILD_THREADS_PER_JOB= BUILD_CUSTOM_VLLM= NEMO_RL_COMMIT=8bdfd48ed1e34d01b8e7a2b635b367c654c564fd NVIDIA_BUILD_ID=252117102 NVIDIA_BUILD_REF=3ceb6a030a3507eecae27e712742dca1dff490c7 RC_DATE=25.11-nano-v3 TARGETARCH=amd64 UV_LINK_MODE=symlink uv run nemo_rl/utils/prefetch_venvs.py
01/09/2026 8:58 PM UTC
sha256:95bd06372a512ffe2b8b01daeadbffd878b7c23127afb25477804ef1239a59eeRUN
UV_VERSION=0.9.7 PYTHON_VERSION=3.12 MAX_JOBS= NVTE_BUILD_THREADS_PER_JOB= BUILD_CUSTOM_VLLM= NEMO_RL_COMMIT=8bdfd48ed1e34d01b8e7a2b635b367c654c564fd NVIDIA_BUILD_ID=252117102 NVIDIA_BUILD_REF=3ceb6a030a3507eecae27e712742dca1dff490c7 RC_DATE=25.11-nano-v3 TARGETARCH=amd64 git rev-parse --is-shallow-repository | grep -q true &&
  git fetch --unshallow ||
  true
01/09/2026 8:58 PM UTC
sha256:ee402e9e736fdd9c30f7adeccd665c33d1b58e25edc9e6552591a0fa905c9cdfCOPY
. /opt/nemo-rl
01/09/2026 8:58 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
NEMO_RL_VENV_DIR=/opt/ray_venvs
01/09/2026 4:32 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
com.nvidia.build.ref=3ceb6a030a3507eecae27e712742dca1dff490c7
01/09/2026 4:32 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
com.nvidia.build.id=252117102
01/09/2026 4:32 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
NVIDIA_BUILD_REF=3ceb6a030a3507eecae27e712742dca1dff490c7
01/09/2026 4:32 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
NVIDIA_BUILD_ID=252117102
01/09/2026 4:32 PM UTC
...

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