---
# SPDX-FileCopyrightText: Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0

title: "Evaluation Tutorials"
description: ""
---

Use these tutorials to become familiar with [evaluation with NeMo Platform](/documentation/evaluate-models).

## Before You Start

Set up [a local instance of the platform](/documentation/get-started) for the following tutorials.

<Cards>

<Card title="Run an LLM Judge Eval" href="/documentation/evaluate-models/tutorials/run-llm-as-a-judge-evaluation">

Learn how to evaluate a fine-tuned model using the LLM Judge metric with a custom dataset.

intermediate custom evaluation llm judge nemo-evaluator

</Card>

<Card title="Define and Run Custom Python Metrics" href="/documentation/evaluate-models/tutorials/define-and-run-custom-python-metrics">

Learn how to write a domain-specific Python metric, test it locally, and run it through the Evaluator service.

intermediate custom metric remote execution nemo-evaluator

</Card>

</Cards>

## How It Works

For the conceptual overview of how Evaluator separates definition (library) from execution (platform), see [About Evaluating → How evaluation runs](/documentation/evaluate-models#how-evaluation-runs). For runnable SDK examples, see [SDK Resources](/documentation/evaluate-models/sdk-resources).
