| | --- |
| | tags: |
| | - text-classification |
| | - distilbert |
| | --- |
| | |
| | # Service Classifier Model |
| |
|
| | This is a fine-tuned DistilBERT model (`distilbert-base-multilingual-cased`) for classifying technical service requests into: |
| | - 0: Plumbing |
| | - 1: Electrical |
| | - 2: Appliance Repair |
| |
|
| | ## Usage |
| | Use with the Hugging Face Inference API for text classification. |
| |
|
| | ```python |
| | from huggingface_hub import InferenceClient |
| | client = InferenceClient(model="Christy123/service-classifier") |
| | result = client.text_classification("Fix my sink in Nairobi") |
| | print(result) |
