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sentiment-model-aura
KS-Vijay/sentiment-model-aura
sentiment-model-aura is a text classification model from KS-Vijay. Use it when you need a label for a piece of text. The card lists the license as apache-2.0.
This model is fine-tuned using DistilBERT to classify the sentiment of startup grievance text as either Positive, Neutral, or Negative.
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At a glance
- Task
- Text Classification
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Apr 7, 2025
- Updated
- Apr 7, 2025
- SHA
- 7c7810e1
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Base models
Model card
From the Hugging Face model README
💫 Sentiment Model Aura (KS-Vijay)
This model is fine-tuned using DistilBERT to classify the sentiment of startup grievance text as either Positive, Neutral, or Negative.
💼 Use Case
Used in a smart Grievance Redressal System to analyze tone and emotion of user complaints, providing faster triage and better prioritization.
🔍 Model Summary
- Task: Sentiment Classification
- Model: DistilBERT
- Labels:
Positive,Neutral,Negative - Format:
safetensors - Trained on: Complaints from
complaints.csv(custom dataset) - Framework: PyTorch with 🤗 Transformers
🧪 Example Input
"The support staff was helpful, but the delay was frustrating."
- Task
- Text Classification
- Type
- distilbert
- License
- apache-2.0
- Languages
- en
- Created
- Apr 7, 2025
- Updated
- Apr 7, 2025