Text Classification
Transformers
Safetensors
English
distilbert
customer-support
intent-classification
support-tickets
Eval Results (legacy)
text-embeddings-inference
Instructions to use Janvi17/customer-support-ticket-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Janvi17/customer-support-ticket-classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Janvi17/customer-support-ticket-classifier")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("Janvi17/customer-support-ticket-classifier") model = AutoModelForSequenceClassification.from_pretrained("Janvi17/customer-support-ticket-classifier") - Notebooks
- Google Colab
- Kaggle
Add live demo link to model card
Browse files
README.md
CHANGED
|
@@ -52,6 +52,8 @@ model-index:
|
|
| 52 |
|
| 53 |
A fine-tuned [DistilBERT](https://huggingface.co/distilbert/distilbert-base-uncased) model that classifies customer support tickets into **11 issue categories**. Designed for automatic routing, triage, and analytics of customer inquiries.
|
| 54 |
|
|
|
|
|
|
|
| 55 |
## Quick Start
|
| 56 |
|
| 57 |
```python
|
|
@@ -296,6 +298,10 @@ No text was truncated — the longest tokenized input is 32 tokens.
|
|
| 296 |
- Datasets 4.8.5
|
| 297 |
- Tokenizers 0.22.2
|
| 298 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 299 |
## Limitations and Risks
|
| 300 |
|
| 301 |
### Known Failure Modes
|
|
|
|
| 52 |
|
| 53 |
A fine-tuned [DistilBERT](https://huggingface.co/distilbert/distilbert-base-uncased) model that classifies customer support tickets into **11 issue categories**. Designed for automatic routing, triage, and analytics of customer inquiries.
|
| 54 |
|
| 55 |
+
> **🚀 [Try the live demo →](https://huggingface.co/spaces/Janvi17/customer-support-ticket-classifier-demo)**
|
| 56 |
+
|
| 57 |
## Quick Start
|
| 58 |
|
| 59 |
```python
|
|
|
|
| 298 |
- Datasets 4.8.5
|
| 299 |
- Tokenizers 0.22.2
|
| 300 |
|
| 301 |
+
## Demo
|
| 302 |
+
|
| 303 |
+
**[🚀 Try the live Gradio demo](https://huggingface.co/spaces/Janvi17/customer-support-ticket-classifier-demo)** — paste any support ticket and see real-time classification with confidence breakdown.
|
| 304 |
+
|
| 305 |
## Limitations and Risks
|
| 306 |
|
| 307 |
### Known Failure Modes
|