NVIDIA
NVIDIA
NVIDIA NeMo Gym
Container
NVIDIA
NVIDIA
NVIDIA NeMo Gym

NVIDIA NeMo Evaluator-compatible container with NeMo Gym support. Based on NeMo Gym available at: https://github.com/NVIDIA-NeMo/Gym

LayerLabelCreated
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
org.opencontainers.image.licenses=3rd_party_licenses.txt
06/01/2026 7:53 PM UTC
sha256:f9fb5aab9de93face2bb1282509abbc0d5d871d175f5cbc7e29c9bd5ac702906COPY
README.md README.md
06/01/2026 7:53 PM UTC
sha256:0b2e51785dbfa150f3d05e98a4e95b4cd801eaaef3c8ee69c639c1516ea516ceCOPY
3rd_party_licenses.txt .
06/01/2026 7:53 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
README_FILE=README.md
06/01/2026 7:53 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
THIRD_PARTY_LICENSES_FILE=3rd_party_licenses.txt
06/01/2026 7:53 PM UTC
sha256:ea1136824cae1dc8994480f74bce2e609270b74aa5ea5030d420faffbde1ae9eRUN
pip uninstall -y nemo-evaluator-internal
06/01/2026 7:53 PM UTC
sha256:01101f39fd57f09c607b366f970b5f6936d404c7f9dc82450d602b1b40f0e256COPY
tests/* /workspace/tests/
06/01/2026 6:13 PM UTC
sha256:b5bfef506a24e0f47ef7e483b3c05365418d114a16d07dc63341886e09b7a52eRUN
CI_COMMIT_SHA=83c6fed28a059dbdf449c085006e78b25e7e11b2 EVAL_WHEEL_VERSION=0.0.dev0+83c6fed2.19333 PKG_URL=gitlab-master.nvidia.com/api/v4/projects/153108/packages/pypi/simple NEMO_GYM_GIT_URL=https://github.com/NVIDIA-NeMo/Gym NEMO_GYM_GIT_REF=ff6f8d20ce26ddffbe6e64624487a1c69b652ec0 python -B -c "from nemo_evaluator.core.input import _copy_fdfs; _copy_fdfs('/opt/metadata/')"
06/01/2026 6:13 PM UTC
sha256:ab749930ff15b7329bf4d357fc8ce3700e486da764ddcdc9b6ad116a4f09f920RUN
CI_COMMIT_SHA=83c6fed28a059dbdf449c085006e78b25e7e11b2 EVAL_WHEEL_VERSION=0.0.dev0+83c6fed2.19333 PKG_URL=gitlab-master.nvidia.com/api/v4/projects/153108/packages/pypi/simple NEMO_GYM_GIT_URL=https://github.com/NVIDIA-NeMo/Gym NEMO_GYM_GIT_REF=ff6f8d20ce26ddffbe6e64624487a1c69b652ec0 export NEMO_GYM_HF_TOKEN="$(cat /run/secrets/nemo_gym_hf_token)" &&
  cd /opt &&
  git clone ${NEMO_GYM_GIT_URL} &&
  cd Gym &&
  git checkout ${NEMO_GYM_GIT_REF} &&
  sed -i 's|^  - benchmarks/ruler/config_nemotron_3_256k.yaml$|  # - benchmarks/ruler/config_nemotron_3_256k.yaml  # disabled in container: curtis.ml.cmu.edu hotpot download times out|' benchmarks/nemotron_3_ultra/benchmarks_no_external.yaml &&
  VIRTUAL_ENV=/opt/venv uv pip install --no-cache -e /opt/Gym &&
  export UV_CACHE_DIR=/opt/cache/uv &&
  UV_PYTHON_INSTALL_DIR=/opt/Gym/uv_python uv venv --python 3.12.12 --seed .venv &&
  . .venv/bin/activate &&
  uv sync --active --extra dev --group docs &&
  uv pip install "ray[default]==2.49.2" &&
  uv pip install --upgrade --no-cache 'aiohttp>=3.13.4,<4' 'orjson>=3.11.6,<4' 'protobuf>=6.33.5,<7' 'pyasn1>=0.6.3,<0.7' 'python-multipart>=0.0.27,<0.1' 'starlette>=0.49.1,<1' &&
  VIRTUAL_ENV=/opt/venv uv pip install --upgrade --no-cache 'aiohttp>=3.13.4,<4' 'orjson>=3.11.6,<4' 'protobuf>=6.33.5,<7' 'pyasn1>=0.6.3,<0.7' 'python-multipart>=0.0.27,<0.1' 'starlette>=0.49.1,<1' &&
  ng_prepare_benchmark hydra.output_subdir=null hydra.run.dir=/tmp/hydra_prep "+config_paths=[benchmarks/nemotron_3_ultra/ultra_remote_endpoint.yaml,benchmarks/nemotron_3_ultra/judge_remote_endpoints.yaml,benchmarks/nemotron_3_ultra/benchmarks_long.yaml,benchmarks/gdpval/config.yaml]" ++policy_base_url="dummy" ++policy_api_key="dummy" ++policy_model_name="dummy" ++Qwen3-235B-A22B-Instruct-2507-FP8.responses_api_models.vllm_model.base_url="dummy" ++Qwen3-235B-A22B-Instruct-2507-FP8.responses_api_models.vllm_model.model="dummy" ++Qwen3-235B-A22B-Instruct-2507-FP8.responses_api_models.vllm_model.api_key="dummy" ++gpt-5_2-2025-12-11.responses_api_models.openai_model.openai_base_url="dummy" ++gpt-5_2-2025-12-11.responses_api_models.openai_model.openai_model="dummy" ++gpt-5_2-2025-12-11.responses_api_models.openai_model.openai_api_key="dummy" ++allenai_wildguard_model_server.responses_api_models.vllm_model.base_url="dummy" ++allenai_wildguard_model_server.responses_api_models.vllm_model.model="dummy" ++allenai_wildguard_model_server.responses_api_models.vllm_model.api_key="dummy" ++browsecomp_tavily_search_resources_server.resources_servers.tavily_search.tavily_api_key="dummy" ++gdpval_judge_model.responses_api_models.openai_model.openai_base_url="dummy" ++gdpval_judge_model.responses_api_models.openai_model.openai_model="dummy" ++gdpval_judge_model.responses_api_models.openai_model.openai_api_key="dummy" ++hf_token=$NEMO_GYM_HF_TOKEN ++num_prepare_benchmark_processes=4 &&
  ng_run hydra.output_subdir=null hydra.run.dir=/tmp/hydra_run "+config_paths=[benchmarks/nemotron_3_ultra/ultra_remote_endpoint.yaml,benchmarks/nemotron_3_ultra/judge_remote_endpoints.yaml,benchmarks/nemotron_3_ultra/benchmarks_long.yaml,benchmarks/gdpval/config.yaml]" ++policy_base_url="dummy" ++policy_api_key="dummy" ++policy_model_name="dummy" ++Qwen3-235B-A22B-Instruct-2507-FP8.responses_api_models.vllm_model.base_url="dummy" ++Qwen3-235B-A22B-Instruct-2507-FP8.responses_api_models.vllm_model.model="dummy" ++Qwen3-235B-A22B-Instruct-2507-FP8.responses_api_models.vllm_model.api_key="dummy" ++gpt-5_2-2025-12-11.responses_api_models.openai_model.openai_base_url="dummy" ++gpt-5_2-2025-12-11.responses_api_models.openai_model.openai_model="dummy" ++gpt-5_2-2025-12-11.responses_api_models.openai_model.openai_api_key="dummy" ++allenai_wildguard_model_server.responses_api_models.vllm_model.base_url="dummy" ++allenai_wildguard_model_server.responses_api_models.vllm_model.model="dummy" ++allenai_wildguard_model_server.responses_api_models.vllm_model.api_key="dummy" ++browsecomp_tavily_search_resources_server.resources_servers.tavily_search.tavily_api_key="dummy" ++gdpval_judge_model.responses_api_models.openai_model.openai_base_url="dummy" ++gdpval_judge_model.responses_api_models.openai_model.openai_model="dummy" ++gdpval_judge_model.responses_api_models.openai_model.openai_api_key="dummy" ++gdpval_stirrup_agent.responses_api_agents.stirrup_agent.persist_deliverables_dir=/tmp/gdpval_bake_deliverables ++uv_cache_dir=$UV_CACHE_DIR ++dry_run=true &&
  for venv in /opt/venv /opt/Gym/.venv $(find /opt/Gym/responses_api_agents /opt/Gym/resources_servers -maxdepth 2 -name .venv -type d 2>/dev/null); do echo "==> CVE upgrades: $venv"; for spec in 'litellm>=1.83.7,<2' 'aiohttp>=3.13.4,<4' 'orjson>=3.11.6,<4' 'protobuf>=6.33.5,<7' 'pyasn1>=0.6.3,<0.7' 'python-multipart>=0.0.27,<0.1' 'starlette>=0.49.1,<1'; do name="${spec%%>=*}"; if "$venv/bin/python" -c "import importlib.metadata as m; m.version('$name')" 2>/dev/null; then VIRTUAL_ENV="$venv" uv pip install --upgrade --no-cache "$spec" 2>&1 | tail -2 ||
  true; fi; done; done &&
  rm -rf /tmp/hydra_prep /tmp/hydra_run /root/.cache/huggingface &&
  rm -rf /opt/cache/uv /opt/Gym/cache/uv /root/.cache/uv &&
  find /opt/Gym /opt/cache /opt/venv -type d -name .git -prune -exec rm -rf {} + 2>/dev/null ||
  true
06/01/2026 6:13 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
NEMO_GYM_GIT_REF=ff6f8d20ce26ddffbe6e64624487a1c69b652ec0
06/01/2026 6:08 PM 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.