Spaces:
Running
Running
File size: 2,316 Bytes
b4f755d |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 |
## 🏗️ Project Structure
```
├── app.py # Main FastAPI app entrypoint
├── config.py # Configuration loader (.env, settings)
├── features/
│ ├── text_classifier/ # English (GPT-2) classifier
│ │ ├── controller.py
│ │ ├── inferencer.py
│ │ ├── model_loader.py
│ │ ├── preprocess.py
│ │ └── routes.py
│ └── nepali_text_classifier/ # Nepali (sentencepiece) classifier
│ ├── controller.py
│ ├── inferencer.py
│ ├── model_loader.py
│ ├── preprocess.py
│ └── routes.py
├── np_text_model/ # Nepali model artifacts (auto-downloaded)
│ ├── classifier/
│ │ └── sentencepiece.bpe.model
│ └── model_95_acc.pth
├── models/ # English GPT-2 model/tokenizer (auto-downloaded)
│ ├── merges.txt
│ ├── tokenizer.json
│ └── model_weights.pth
├── Dockerfile # Container build config
├── Procfile # Deployment entrypoint (for PaaS)
├── requirements.txt # Python dependencies
├── README.md
├── Docs # documents
└── .env # Secret token(s), environment config
```
### 🌟 Key Files and Their Roles
- **`app.py`**: Entry point initializing FastAPI app and routes.
- **`Procfile`**: Tells Railway (or similar platforms) how to run the program.
- **`requirements.txt`**: Tracks all Python dependencies for the project.
- **`__init__.py`**: Package initializer for the root module and submodules.
- **`features/text_classifier/`**
- **`controller.py`**: Handles logic between routes and the model.
- **`inferencer.py`**: Runs inference and returns predictions as well as file system
utilities.
- **`features/NP/`**
- **`controller.py`**: Handles logic between routes and the model.
- **`inferencer.py`**: Runs inference and returns predictions as well as file system
utilities.
- **`model_loader.py`**: Loads the ML model and tokenizer.
- **`preprocess.py`**: Prepares input text for the model.
- **`routes.py`**: Defines API routes for text classification.
-[Main](../README.md) |