NVIDIA
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.

LayerLabelCreated
sha256:fec41e299aa4334960419bc36aef097521dadeacbfe398bf67b5f7a22268ce18RUN
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=307287577 NVIDIA_BUILD_REF=322ff9a002a2ff44a0551faaa58fa60fe947894d RC_DATE=v0.6.0 TARGETARCH=arm64 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
04/28/2026 10:52 PM UTC
sha256:b351a0669179e4d3d1b05f0da7c13799076b39af172151b039d0750e1bcd8bb5RUN
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=307287577 NVIDIA_BUILD_REF=322ff9a002a2ff44a0551faaa58fa60fe947894d RC_DATE=v0.6.0 TARGETARCH=arm64 python tools/generate_fingerprint.py > /opt/nemo_rl_container_fingerprint
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sha256:70eeddaf23c1dcd2bc2f1dca080a0caa0d5421f5974cfaf2e7b0a87031782722RUN
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=307287577 NVIDIA_BUILD_REF=322ff9a002a2ff44a0551faaa58fa60fe947894d RC_DATE=v0.6.0 TARGETARCH=arm64 /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 10:52 PM UTC
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1RUN
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=307287577 NVIDIA_BUILD_REF=322ff9a002a2ff44a0551faaa58fa60fe947894d RC_DATE=v0.6.0 TARGETARCH=arm64 git rev-parse --is-shallow-repository | grep -q true &&
  git fetch --unshallow ||
  true
04/28/2026 10:51 PM UTC
sha256:14726c19d0d4dbafb5aaabc367fd3d6743200e7d36eaa04e2c8b9011b82cc718COPY
. /opt/nemo-rl
04/28/2026 10:51 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
NEMO_RL_VENV_DIR=/opt/ray_venvs
04/28/2026 10:51 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
com.nvidia.build.ref=322ff9a002a2ff44a0551faaa58fa60fe947894d
04/28/2026 10:51 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
com.nvidia.build.id=307287577
04/28/2026 10:51 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
NVIDIA_BUILD_REF=322ff9a002a2ff44a0551faaa58fa60fe947894d
04/28/2026 10:51 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
NVIDIA_BUILD_ID=307287577
04/28/2026 10:51 PM UTC
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