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emotion-classifier
tangxiaoxia/emotion-classifier
emotion-classifier is a machine learning model from tangxiaoxia. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Emotion classification model fine-tuned on emotion dataset.
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At a glance
- Model type
- distilbert
- Access
- Public
- Created
- Jun 5, 2025
- Updated
- Jun 5, 2025
- SHA
- f5771cfe
Model card
From the Hugging Face model README
emotion-classifier
Emotion classification model fine-tuned on emotion dataset.
Model Description
- Model Type: DistilBertForSequenceClassification
- Task: Emotion Classification
- Language: English
Usage
from transformers import AutoModelForSequenceClassification, AutoTokenizer
model = AutoModelForSequenceClassification.from_pretrained("tangxiaoxia/emotion-classifier")
tokenizer = AutoTokenizer.from_pretrained("tangxiaoxia/emotion-classifier")
# Example
text = "I am very happy today!"
inputs = tokenizer(text, return_tensors="pt")
outputs = model(**inputs)
predictions = outputs.logits.argmax(-1)
- Type
- distilbert
- Created
- Jun 5, 2025
- Updated
- Jun 5, 2025