Downloads · 30 days
5
36% of all-time downloads
distilbert-sentiment-multiclass
Siyam025/distilbert-sentiment-multiclass
distilbert-sentiment-multiclass is a machine learning model from Siyam025. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
A lightweight DistilBERT-based model for multi-class sentiment analysis.
All-time downloads
14
Public
Repo size
—
Likes
0
Public
Repo makeup
Click a slice to open those files.
Other1.5 KB · 48%
At a glance
- Model type
- distilbert
- Access
- Public
- Created
- Dec 13, 2025
- Updated
- Dec 13, 2025
- SHA
- 9192dca5
Model card
From the Hugging Face model README
distilbert-sentiment-multiclass
Overview
A lightweight DistilBERT-based model for multi-class sentiment analysis.
Model Architecture
- DistilBERT encoder
- Classification head
- 3 output labels
Intended Use
Customer feedback analysis, social media monitoring, review classification.
Limitations
Not suitable for non-English text or fine-grained emotion detection.
Example Code
from transformers import pipeline
classifier = pipeline("text-classification", model="distilbert-sentiment-multiclass")
classifier("The service was excellent")
- Type
- distilbert
- Created
- Dec 13, 2025
- Updated
- Dec 13, 2025