Pau/examples

examples/customize-models/cats-vs-dogs-identification-from-images.mdx

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+# Cats vs dogs identification from images
+
+[![GitHub](https://img.shields.io/badge/GitHub-Repository-purple?style=for-the-badge&logo=github)](https://github.com/Paulescu/image-classification-with-local-vlms/)
+
+In this example, you will learn how to fine-tune a Liquid Foundation Model to identify cats and dogs from images.
+
+## Environment setup
+
+You will need:
+
+- [uv](https://docs.astral.sh/uv/) to manage Python dependencies and run the application efficiently without creating virtual environments manually.
+
+## Step 1. Establishing baseline accuracy
+
+Go ahead and clone the repository:
+```sh
+git clone https://github.com/Paulescu/image-classification-with-local-vlms.git
+cd image-classification-with-local-vlms
+```
+
+Then, install the dependencies into a virtual environment using uv:
+```sh
+uv sync
+```
+
+Evaluation (and especially fine-tuning) scripts typically contain many parameters that need to be set. It is best practice to extracted
+them into separate configuration files using whatever format you prefer. In this project we use YAML files, that you
+place under the `configs` directory.
+
+Fine-tuning scripts typically contain many parameters that need to be set. It is best practice to extracted
+them into separate configuration files using whatever format you prefer. In this project we use YAML files, that you
+place under the `configs` directory, and load them into our Python script using
+
+```python
+
+```
+
+## Step 2. Fine tuning

examples/customize-models/index.md

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+# Getting started
+
+<Card href="/examples/customize-models/cats-vs-dogs-identification-from-images" shadow="md" style={{maxWidth: '500px'}}>
+  <CardHeader weight="bold">
+    Cats vs dogs identification from images
+  </CardHeader>
+  <CardBody>
+    Learn how to fine-tune a Liquid Foundation Model to identify cats and dogs from images.
+    <div style={{marginTop: '1rem', display: 'flex', gap: '0.5rem', flexWrap: 'wrap'}}>
+      <span className="badge badge--secondary">Fine-tuning</span>
+      <span className="badge badge--secondary">VLM</span>
+    </div>
+  </CardBody>
+</Card>

examples/deploy-models-on-ios/index.md

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+# Getting started
+
+<Card href="/examples/deploy-models-on-ios/slogan-generator-app" shadow="md" style={{maxWidth: '500px'}}>
+  <CardHeader weight="bold">
+    Slogan Generator iOS app
+  </CardHeader>
+  <CardBody>
+    A simple iOS app that generates creative slogans using local AI models, with no internet connection required.
+    <div style={{marginTop: '1rem', display: 'flex', gap: '0.5rem', flexWrap: 'wrap'}}>
+      <span className="badge badge--secondary">iOS</span>
+      <span className="badge badge--secondary">LEAP SDK</span>
+    </div>
+  </CardBody>
+</Card>