---
title: "Discussion on \"Type-Safe ML Configs with Hydra + Pydantic (Step by Step)\" | Hashnode"
description: "Discussion on \"Type-Safe ML Configs with Hydra + Pydantic (Step by Step)\". A practical, reproducible pattern for managing ML configurations: Hydra for composition & overrides, Pydantic for validation & type safety."
url: "https://hashnode.com/posts/type-safe-ml-configs-with-hydra-pydantic-step-by-step/689cdc04966d22777ba7ed7c"
---

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# [Type-Safe ML Configs with Hydra + Pydantic (Step by Step)](https://siddhibajracharya.hashnode.dev/type-safe-ml-configs-with-hydra-pydantic-step-by-step?utm_source=hashnode&utm_medium=feed)

A practical, reproducible pattern for managing ML configurations: Hydra for composition & overrides, Pydantic for validation & type safety.

Aug 13, 2025 · 4 min read · siddhibajracharya.hashnode.dev  
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-   [#python](https://hashnode.com/tag/python)
-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#mlops](https://hashnode.com/tag/mlops)
-   [#hydra](https://hashnode.com/tag/hydra)
-   [#configuration](https://hashnode.com/tag/configuration)
-   [#tutorial](https://hashnode.com/tag/tutorial)
-   [#yaml](https://hashnode.com/tag/yaml)
-   [#pydantic](https://hashnode.com/tag/pydantic)

## Written by

[Siddhi Kiran Bajracharya](https://hashnode.com/@siddhi47)

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Hi there! I'm a machine learning, python guy. Reach out to me for collaboration and stuff! :D

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