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

# nemo_automodel.components.loss

## Submodules

* **[`nemo_automodel.components.loss.chunked_ce`](/nemo-automodel/nemo_automodel/components/loss/chunked_ce)**
* **[`nemo_automodel.components.loss.dllm_loss`](/nemo-automodel/nemo_automodel/components/loss/dllm_loss)**
* **[`nemo_automodel.components.loss.kd_loss`](/nemo-automodel/nemo_automodel/components/loss/kd_loss)**
* **[`nemo_automodel.components.loss.linear_ce`](/nemo-automodel/nemo_automodel/components/loss/linear_ce)**
* **[`nemo_automodel.components.loss.loss`](/nemo-automodel/nemo_automodel/components/loss/loss)**
* **[`nemo_automodel.components.loss.masked_ce`](/nemo-automodel/nemo_automodel/components/loss/masked_ce)**
* **[`nemo_automodel.components.loss.mtp`](/nemo-automodel/nemo_automodel/components/loss/mtp)**
* **[`nemo_automodel.components.loss.soft_ce`](/nemo-automodel/nemo_automodel/components/loss/soft_ce)**
* **[`nemo_automodel.components.loss.te_parallel_ce`](/nemo-automodel/nemo_automodel/components/loss/te_parallel_ce)**
* **[`nemo_automodel.components.loss.utils`](/nemo-automodel/nemo_automodel/components/loss/utils)**

## Package Contents

### Data

[`__all__`](#nemo_automodel-components-loss-__all__)

### API

```python
nemo_automodel.components.loss.__all__ = ['LOSS_CONFIG_REGISTRY', 'FusedLinearCEConfig', 'KDLossConfig', 'LossConfig', 'L...
```