# Hate Speech Classification Model Guide

## Introduction

This document provides instructions for importing and using the hate speech classification model from Hugging Face in a Google Colab environment.

---

## Steps for Setup

### 1. Import Necessary Libraries
```python
import tensorflow as tf
import tensorflow_hub as hub
```

### 2. Clone the Model Repository

`!git clone https://huggingface.co/dileepa/hate_speech_classification`

### 3. Load the Pre-trained Model

```
cnn_model = tf.keras.models.load_model(
    'hate_speech_classification/model.h5', 
    custom_objects={'KerasLayer': hub.KerasLayer}
)
```

### 4. Example Usage

```
# Test prediction
sample_text = "Insert your text here"

result = cnn_model.predict([sample_text])
print(result)
```