| --- |
| tags: |
| - roman-urdu |
| - word-prediction |
| - lstm |
| - nlp |
| - language-model |
| language: |
| - ur |
| - en |
| library_name: pytorch |
| --- |
| |
| # Roman Urdu Word Predictor (LSTM) |
|
|
| This is a simple LSTM-based language model trained to predict the **next word** in a sentence written in **Roman Urdu** (Urdu written using the Latin alphabet). |
|
|
| ## Model Details |
|
|
| - **Architecture**: 3-layer LSTM |
| - **Embedding Dim**: 256 |
| - **Hidden Dim**: 1024 |
| - **Dropout**: 0.3 |
| - **Framework**: PyTorch |
| - **Training Data**: Roman Urdu sentences (custom dataset) |
| - **Use Case**: Predict the next word as the user types, similar to autocomplete systems. |
|
|
| ## **Github**: [Github Link](https://github.com/Maarij-Aqeel/Roman_Urdu_Predictor) |
|
|
