A simple tiny GPT model

📌 Note: This model is for educational purposes only. It is trained on a small dataset and is not intended for production use.

Tensorflow 2.15.0 doesn't support 3.12 and needs 3.11
Setup the poetry shell with the following command:
```
poetry env use /usr/local/bin/python3.11
```
Use the newly created shell
```
poetry shell
```
Running the model with character embedding.
```
python model_char_embedding.py
```
Running the model with word embedding.
```
python model_word_embedding.py
```

Visual Explaination

flowchart TD
    A[Text Corpus] --> B[Tokenization]
    B --> C[Vocabulary & Sequence Generation]
    C --> D[Pad Sequences]

    D --> E[Define GPT Model]
    E --> F[Embedding Layer]
    F --> G[Self-Attention Block]
    G --> H[Feedforward Layers]

    H --> I[Compile Model]
    I --> J[Train Model]
    J --> K[Generate Text]
    K --> L[Output Result]