ContainersNVIDIADeepSeek-R1NVIDIALlama-3.1-Nemotron-70B-InstructNVIDIAPyTorch
CollectionsNVIDIAOmniverse Kit (FB)NVIDIADeepStream SDKNVIDIAOmniverse Kit App Streaming
ModelsNVIDIAStyleGAN3 pretrained modelsNVIDIAPeopleNetNVIDIATrafficCamNet
ResourcesNVIDIARiva Skills Quick Start
Helm ChartsNVIDIAGPU OperatorNVIDIANVIDIA NIM Operator
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
ca1eb005ca1dc302d4553fb14c9998628fe730444b5fbac8fbff824a1c918d9aCONFIG
Entrypoint /opt/nvidia/nvidia_entrypoint.sh; WorkingDir /opt/nemo-rl
11/20/2025 1:05 AM UTC
f46a85d62486251a4af9174e6d361b7e98feb906a80a1d63e3122524befe5ae4RUN
UV_VERSION=0.9.7 PYTHON_VERSION=3.12 MAX_JOBS= NVTE_BUILD_THREADS_PER_JOB= BUILD_CUSTOM_VLLM= NEMO_RL_COMMIT=c751f811217db7df0d4c94abdeaada6626cfc150 NVIDIA_BUILD_ID=235668931 NVIDIA_BUILD_REF=75c3230de6cbf76f90c39dea2eed7bf82bcf6669 RC_DATE=25.11 TARGETARCH=amd64 UV_LINK_MODE=symlink uv run nemo_rl/utils/prefetch_venvs.py
11/20/2025 1:05 AM UTC
47fde331febf966498d4204a36160c61763f73971ca99b72a1e8afa6d255773cRUN
UV_VERSION=0.9.7 PYTHON_VERSION=3.12 MAX_JOBS= NVTE_BUILD_THREADS_PER_JOB= BUILD_CUSTOM_VLLM= NEMO_RL_COMMIT=c751f811217db7df0d4c94abdeaada6626cfc150 NVIDIA_BUILD_ID=235668931 NVIDIA_BUILD_REF=75c3230de6cbf76f90c39dea2eed7bf82bcf6669 RC_DATE=25.11 TARGETARCH=amd64 git rev-parse --is-shallow-repository | grep -q true &&
  git fetch --unshallow ||
  true
11/20/2025 1:04 AM UTC
557f00999717688b1c48327f6f473c6ae15d5072bf413d43442765c68da56ed2COPY
. /opt/nemo-rl
11/20/2025 1:04 AM UTC
c313d82ae5ac845da6d443a9f37780dd7e1bdb4c1912bfd1f6cec8b23e940f0bENV
NEMO_RL_VENV_DIR=/opt/ray_venvs
11/20/2025 1:04 AM UTC
0b0f24c2db406c5659acb4d02df5c49a3e0fe119204a70fb7fa6f5bcbf789844LABEL
com.nvidia.build.ref=75c3230de6cbf76f90c39dea2eed7bf82bcf6669
11/20/2025 1:04 AM UTC
46a5f4490e3bc2e874e5eadb1ee4509b118decb33f6eb90366db6168fb9f8063LABEL
com.nvidia.build.id=235668931
11/20/2025 1:04 AM UTC
94f035712db2a43fffab751ae7329d85a5ffc7684461629fe381cbc9e98be3eaENV
NVIDIA_BUILD_REF=75c3230de6cbf76f90c39dea2eed7bf82bcf6669
11/20/2025 1:04 AM UTC
fe53067cff598afbc3ff6713e0ac54aa1886e022ee5fa1d103c139be409fdd9fENV
NVIDIA_BUILD_ID=235668931
11/20/2025 1:04 AM UTC
f6e99384b0c777533cdec0b88de725f1b2e173014792347330a7c9fc8f988f4bENV
NEMO_RL_COMMIT=c751f811217db7df0d4c94abdeaada6626cfc150
11/20/2025 1:04 AM UTC
...

NVIDIA uses cookies to improve your experience on our web site. We and our third-party partners also use cookies and other tools to collect and record information you provide as well as information about your interactions with our websites for performance improvement, analytics, and to assist in marketing efforts. By clicking "Accept All", you consent to our use of cookies and other tools as described in our Cookie Policy. You can manage your cookie settings by clicking on "Manage Settings." By continuing to use this site or by clicking one of the buttons below, you agree to our Terms of Service (which contains important waivers). Please see our Privacy Policy for more information on our privacy practices.