> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/gym/_mcp/server.

# nemo_gym.data

Task data: datasets and their preparation, prompts, task rows and their materialization, and task formats such as Harbor.

## Subpackages

* **[`nemo_gym.data.tasks`](/nemo/gym/nemo-gym/nemo_gym/data/tasks)**

## Submodules

* **[`nemo_gym.data.dataset_metrics`](/nemo/gym/nemo-gym/nemo_gym/data/dataset_metrics)**
* **[`nemo_gym.data.dataset_orchestrator`](/nemo/gym/nemo-gym/nemo_gym/data/dataset_orchestrator)**
* **[`nemo_gym.data.dataset_preparation`](/nemo/gym/nemo-gym/nemo_gym/data/dataset_preparation)**
* **[`nemo_gym.data.gitlab_utils`](/nemo/gym/nemo-gym/nemo_gym/data/gitlab_utils)**
* **[`nemo_gym.data.hf_utils`](/nemo/gym/nemo-gym/nemo_gym/data/hf_utils)**
* **[`nemo_gym.data.prompt`](/nemo/gym/nemo-gym/nemo_gym/data/prompt)**
* **[`nemo_gym.data.task_data`](/nemo/gym/nemo-gym/nemo_gym/data/task_data)**
* **[`nemo_gym.data.task_materialization`](/nemo/gym/nemo-gym/nemo_gym/data/task_materialization)**
* **[`nemo_gym.data.task_selection`](/nemo/gym/nemo-gym/nemo_gym/data/task_selection)**
* **[`nemo_gym.data.vision_input`](/nemo/gym/nemo-gym/nemo_gym/data/vision_input)**

## Package Contents

### Data

[`_PUBLIC_API`](#nemo_gym-data-_PUBLIC_API)

### API

```python
nemo_gym.data._PUBLIC_API = {'PromptConfig': 'prompt', 'TaskDataValidator': 'task_data', 'TrainDataProcessor...
```

## Docs

- [nemo_gym.data.dataset_metrics](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/dataset_metrics.md)
- [nemo_gym.data.dataset_orchestrator](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/dataset_orchestrator.md)
- [nemo_gym.data.dataset_preparation](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/dataset_preparation.md)
- [nemo_gym.data.gitlab_utils](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/gitlab_utils.md)
- [nemo_gym.data.hf_utils](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/hf_utils.md)
- [nemo_gym.data.prompt](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/prompt.md)
- [nemo_gym.data.task_data](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/task_data.md)
- [nemo_gym.data.task_materialization](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/task_materialization.md)
- [nemo_gym.data.task_selection](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/task_selection.md)
- [nemo_gym.data.tasks](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks.md)
- [nemo_gym.data.tasks.harbor](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor.md)
- [nemo_gym.data.tasks.harbor.build_compose](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/build_compose.md)
- [nemo_gym.data.tasks.harbor.build_options](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/build_options.md)
- [nemo_gym.data.tasks.harbor.build_plan](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/build_plan.md)
- [nemo_gym.data.tasks.harbor.build_records](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/build_records.md)
- [nemo_gym.data.tasks.harbor.build_tools](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/build_tools.md)
- [nemo_gym.data.tasks.harbor.compose_overlay](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/compose_overlay.md)
- [nemo_gym.data.tasks.harbor.compose_variables](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/compose_variables.md)
- [nemo_gym.data.tasks.harbor.dataset_config](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/dataset_config.md)
- [nemo_gym.data.tasks.harbor.digest](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/digest.md)
- [nemo_gym.data.tasks.harbor.dockerfile](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/dockerfile.md)
- [nemo_gym.data.tasks.harbor.entries](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/entries.md)
- [nemo_gym.data.tasks.harbor.errors](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/errors.md)
- [nemo_gym.data.tasks.harbor.harbor_compat](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/harbor_compat.md)
- [nemo_gym.data.tasks.harbor.hub](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/hub.md)
- [nemo_gym.data.tasks.harbor.image_build](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/image_build.md)
- [nemo_gym.data.tasks.harbor.image_configs](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/image_configs.md)
- [nemo_gym.data.tasks.harbor.manifest](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/manifest.md)
- [nemo_gym.data.tasks.harbor.materialize](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/materialize.md)
- [nemo_gym.data.tasks.harbor.models](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/models.md)
- [nemo_gym.data.tasks.harbor.package_store](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/package_store.md)
- [nemo_gym.data.tasks.harbor.parameterized](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/parameterized.md)
- [nemo_gym.data.tasks.harbor.prepare](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/prepare.md)
- [nemo_gym.data.tasks.harbor.prepare_builds](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/prepare_builds.md)
- [nemo_gym.data.tasks.harbor.publish](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/publish.md)
- [nemo_gym.data.tasks.harbor.python_verifier](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/python_verifier.md)
- [nemo_gym.data.tasks.harbor.records](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/records.md)
- [nemo_gym.data.tasks.harbor.registry](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/registry.md)
- [nemo_gym.data.tasks.harbor.run_summary](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/run_summary.md)
- [nemo_gym.data.tasks.harbor.scaffold](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/scaffold.md)
- [nemo_gym.data.tasks.harbor.task](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/task.md)
- [nemo_gym.data.tasks.harbor.task_data](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/task_data.md)
- [nemo_gym.data.tasks.harbor.validation_report](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/validation_report.md)
- [nemo_gym.data.tasks.harbor.verifier_env](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/tasks/harbor/verifier_env.md)
- [nemo_gym.data.vision_input](https://docs.nvidia.com/nemo/gym/v0.3.0/nemo-gym/nemo_gym/data/vision_input.md)