nemo-rl | NVIDIA NGC

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nemo-rl

Container

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.

Layer	Label		Created
7a268296a5c815192677c73c611b9cd42caa184c6782cffae8a88e1f35776c82	CONFIG	`Entrypoint /opt/nvidia/nvidia_entrypoint.sh; WorkingDir /opt/nemo-rl`	04/28/2026 11:14 PM UTC
f77ca05fd9d5c4b7ca85988bb93ea588d75d9c5a745d716a3391056e09c9a0b1	RUN	UV_VERSION=0.11.6 PYTHON_VERSION=3.13.13 MAX_JOBS= NVTE_BUILD_THREADS_PER_JOB= BUILD_CUSTOM_VLLM= BUILD_CUSTOM_VLLM_URL= BUILD_CUSTOM_VLLM_REF= BUILD_CUSTOM_VLLM_PRECOMPILED_WHEEL_LOCATION= BUILD_CUSTOM_FLASHINFER= BUILD_CUSTOM_FLASHINFER_URL= BUILD_CUSTOM_FLASHINFER_REF= SKIP_VLLM_BUILD= SKIP_SGLANG_BUILD= NEMO_RL_COMMIT=fbbbbd5489c55b6ffbfb90ad23d6385cf918d163 NVIDIA_BUILD_ID=307287576 NVIDIA_BUILD_REF=322ff9a002a2ff44a0551faaa58fa60fe947894d RC_DATE=v0.6.0 TARGETARCH=amd64 python tools/generate_fingerprint.py > /opt/nemo_rl_container_fingerprint	04/28/2026 11:14 PM UTC
f2407e85eba6c689a44e05c68eeed11c5f5dfbb437fffde90813280bd77f4292	RUN	RUN \|18 UV_VERSION=0.11.6 PYTHON_VERSION=3.13.13 MAX_JOBS= NVTE_BUILD_THREADS_PER_JOB= BUILD_CUSTOM_VLLM= BUILD_CUSTOM_VLLM_URL= BUILD_CUSTOM_VLLM_REF= BUILD_CUSTOM_VLLM_PRECOMPILED_WHEEL_LOCATION= BUILD_CUSTOM_FLASHINFER= BUILD_CUSTOM_FLASHINFER_URL= BUILD_CUSTOM_FLASHINFER_REF= SKIP_VLLM_BUILD= SKIP_SGLANG_BUILD= NEMO_RL_COMMIT=fbbbbd5489c55b6ffbfb90ad23d6385cf918d163 NVIDIA_BUILD_ID=307287576 NVIDIA_BUILD_REF=322ff9a002a2ff44a0551faaa58fa60fe947894d RC_DATE=v0.6.0 TARGETARCH=amd64 /bin/sh -c <<"EOF" bash -exu NEGATIVE_FILTERS="" if [[ -n "${SKIP_VLLM_BUILD:-}" ]]; then NEGATIVE_FILTERS="$NEGATIVE_FILTERS vllm" fi if [[ -n "${SKIP_SGLANG_BUILD:-}" ]]; then NEGATIVE_FILTERS="$NEGATIVE_FILTERS sglang" fi if [[ -n "$NEGATIVE_FILTERS" ]]; then UV_LINK_MODE=symlink uv run nemo_rl/utils/prefetch_venvs.py --negative-filters $NEGATIVE_FILTERS else UV_LINK_MODE=symlink uv run nemo_rl/utils/prefetch_venvs.py fi EOF # buildkit	04/28/2026 11:14 PM UTC
6229b06a5d7972602285468d5989a771b449210c2036ff3431917f07fec57900	RUN	UV_VERSION=0.11.6 PYTHON_VERSION=3.13.13 MAX_JOBS= NVTE_BUILD_THREADS_PER_JOB= BUILD_CUSTOM_VLLM= BUILD_CUSTOM_VLLM_URL= BUILD_CUSTOM_VLLM_REF= BUILD_CUSTOM_VLLM_PRECOMPILED_WHEEL_LOCATION= BUILD_CUSTOM_FLASHINFER= BUILD_CUSTOM_FLASHINFER_URL= BUILD_CUSTOM_FLASHINFER_REF= SKIP_VLLM_BUILD= SKIP_SGLANG_BUILD= NEMO_RL_COMMIT=fbbbbd5489c55b6ffbfb90ad23d6385cf918d163 NVIDIA_BUILD_ID=307287576 NVIDIA_BUILD_REF=322ff9a002a2ff44a0551faaa58fa60fe947894d RC_DATE=v0.6.0 TARGETARCH=amd64 git rev-parse --is-shallow-repository \| grep -q true && git fetch --unshallow \|\| true	04/28/2026 11:13 PM UTC
35308d6f5aab74494c791243b302f9cc7756751e65414f5009c9a9959937d0cf	COPY	`. /opt/nemo-rl`	04/28/2026 11:13 PM UTC
98766f66759d19b14c411d7bbd9c0b331726eb356f1c93c578d89a13efe79353	ENV	`NEMO_RL_VENV_DIR=/opt/ray_venvs`	04/28/2026 11:13 PM UTC
d81522a49ce49a2898b35f4ef1a158cf48c20c4d96e70c4e16fcaf68aa83cab8	LABEL	`com.nvidia.build.ref=322ff9a002a2ff44a0551faaa58fa60fe947894d`	04/28/2026 11:13 PM UTC
0b6b2e3ca762d2fd95d0591bc99fa1c5aca0b5698b78abc3265dc21bb33b475a	LABEL	`com.nvidia.build.id=307287576`	04/28/2026 11:13 PM UTC
805dba8311f0e3a31fdf49586caba1367b64e31a9be5e18c77f87f4ecb85acb3	ENV	`NVIDIA_BUILD_REF=322ff9a002a2ff44a0551faaa58fa60fe947894d`	04/28/2026 11:13 PM UTC
34305f0140a8740a1eb567372927a6f128021bc49b877fd75284b9d05442bf2b	ENV	`NVIDIA_BUILD_ID=307287576`	04/28/2026 11:13 PM UTC