service-classifier / README.md
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---
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)