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# nemo_automodel.components.models.inkling2

Inkling2 native text reference; see model.py for the current execution scope.

## Submodules

* **[`nemo_automodel.components.models.inkling2.attention`](/nemo/automodel/v0.7/nemo-automodel/nemo_automodel/components/models/inkling2/attention)**
* **[`nemo_automodel.components.models.inkling2.config`](/nemo/automodel/v0.7/nemo-automodel/nemo_automodel/components/models/inkling2/config)**
* **[`nemo_automodel.components.models.inkling2.context_parallel`](/nemo/automodel/v0.7/nemo-automodel/nemo_automodel/components/models/inkling2/context_parallel)**
* **[`nemo_automodel.components.models.inkling2.flex_attention`](/nemo/automodel/v0.7/nemo-automodel/nemo_automodel/components/models/inkling2/flex_attention)**
* **[`nemo_automodel.components.models.inkling2.layers`](/nemo/automodel/v0.7/nemo-automodel/nemo_automodel/components/models/inkling2/layers)**
* **[`nemo_automodel.components.models.inkling2.loss`](/nemo/automodel/v0.7/nemo-automodel/nemo_automodel/components/models/inkling2/loss)**
* **[`nemo_automodel.components.models.inkling2.model`](/nemo/automodel/v0.7/nemo-automodel/nemo_automodel/components/models/inkling2/model)**
* **[`nemo_automodel.components.models.inkling2.multimodal`](/nemo/automodel/v0.7/nemo-automodel/nemo_automodel/components/models/inkling2/multimodal)**
* **[`nemo_automodel.components.models.inkling2.parallelization`](/nemo/automodel/v0.7/nemo-automodel/nemo_automodel/components/models/inkling2/parallelization)**
* **[`nemo_automodel.components.models.inkling2.processing`](/nemo/automodel/v0.7/nemo-automodel/nemo_automodel/components/models/inkling2/processing)**
* **[`nemo_automodel.components.models.inkling2.state_dict_adapter`](/nemo/automodel/v0.7/nemo-automodel/nemo_automodel/components/models/inkling2/state_dict_adapter)**
* **[`nemo_automodel.components.models.inkling2.vision`](/nemo/automodel/v0.7/nemo-automodel/nemo_automodel/components/models/inkling2/vision)**