DataDesigner/docs/code_reference/models.md
Nabin Mulepati 1de2262b94
docs: add models module to code reference (#101)
* Add example notebook showing how to use image contexts

* change 101 -> tutorial

* update _README.md with info on the new tutorial

* add reference in mkdocs.yml

* simplify vlm tutorial

* update num_records on tutorials. Update .gitignore

* update readme info

* add models module to code reference

* fix links to generated ipynb

* change vlm in example tutorial to llama4-scout
2025-12-05 10:41:43 -07:00

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# Models
The `models` module defines configuration objects for model-based generation. [ModelProvider](#data_designer.config.models.ModelProvider), specifies connection and authentication details for custom providers. [ModelConfig](#data_designer.config.models.ModelConfig) encapsulates model details including the model alias, identifier, and inference parameters. [InferenceParameters](#data_designer.config.models.InferenceParameters) controls model behavior through settings like `temperature`, `top_p`, and `max_tokens`, with support for both fixed values and distribution-based sampling. The module includes [ImageContext](#data_designer.config.models.ImageContext) for providing image inputs to multimodal models.
For more information on how they are used, see below:
- **[Model Providers](../concepts/models/model-providers.md)**
- **[Model Configs](../concepts/models/model-configs.md)**
- **[Image Context](/notebooks/4-providing-images-as-context/)**
::: data_designer.config.models