> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/curator/_mcp/server.

# nemo_curator.backends

## Subpackages

* **[`nemo_curator.backends.internal`](/nemo/curator/nemo-curator/nemo_curator/backends/internal)**
* **[`nemo_curator.backends.ray_actor_pool`](/nemo/curator/nemo-curator/nemo_curator/backends/ray_actor_pool)**
* **[`nemo_curator.backends.ray_data`](/nemo/curator/nemo-curator/nemo_curator/backends/ray_data)**
* **[`nemo_curator.backends.xenna`](/nemo/curator/nemo-curator/nemo_curator/backends/xenna)**

## Submodules

* **[`nemo_curator.backends.base`](/nemo/curator/nemo-curator/nemo_curator/backends/base)**
* **[`nemo_curator.backends.failed_task_markers`](/nemo/curator/nemo-curator/nemo_curator/backends/failed_task_markers)**
* **[`nemo_curator.backends.slurm_array`](/nemo/curator/nemo-curator/nemo_curator/backends/slurm_array)**
* **[`nemo_curator.backends.utils`](/nemo/curator/nemo-curator/nemo_curator/backends/utils)**

## Docs

- [nemo_curator.backends.base](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/base.md)
- [nemo_curator.backends.failed_task_markers](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/failed_task_markers.md)
- [nemo_curator.backends.internal](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/internal.md)
- [nemo_curator.backends.internal.raft](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/internal/raft.md)
- [nemo_curator.backends.internal.raft.ray_comms](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/internal/raft/ray_comms.md)
- [nemo_curator.backends.ray_actor_pool](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/ray_actor_pool.md)
- [nemo_curator.backends.ray_actor_pool.adapter](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/ray_actor_pool/adapter.md)
- [nemo_curator.backends.ray_actor_pool.executor](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/ray_actor_pool/executor.md)
- [nemo_curator.backends.ray_actor_pool.raft_adapter](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/ray_actor_pool/raft_adapter.md)
- [nemo_curator.backends.ray_actor_pool.shuffle_adapter](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/ray_actor_pool/shuffle_adapter.md)
- [nemo_curator.backends.ray_actor_pool.utils](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/ray_actor_pool/utils.md)
- [nemo_curator.backends.ray_data](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/ray_data.md)
- [nemo_curator.backends.ray_data.adapter](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/ray_data/adapter.md)
- [nemo_curator.backends.ray_data.diagnostics](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/ray_data/diagnostics.md)
- [nemo_curator.backends.ray_data.executor](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/ray_data/executor.md)
- [nemo_curator.backends.ray_data.utils](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/ray_data/utils.md)
- [nemo_curator.backends.slurm_array](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/slurm_array.md)
- [nemo_curator.backends.utils](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/utils.md)
- [nemo_curator.backends.xenna](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/xenna.md)
- [nemo_curator.backends.xenna.adapter](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/xenna/adapter.md)
- [nemo_curator.backends.xenna.executor](https://docs.nvidia.com/nemo/curator/v26.09/nemo-curator/nemo_curator/backends/xenna/executor.md)