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bail-outcome-predictor
saif-11bit/bail-outcome-predictor
bail-outcome-predictor is a text classification model from saif-11bit. Use it when you need a label for a piece of text. The card lists the license as apache-2.0.
Fine-tuned InLegalBERT for predicting bail outcomes (Granted/Rejected) from Indian court case details.
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At a glance
- Task
- Text Classification
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- May 2, 2026
- Updated
- May 2, 2026
- SHA
- 2630d54f
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Model card
From the Hugging Face model README
Bail Outcome Predictor (India)
Fine-tuned InLegalBERT for predicting bail outcomes (Granted/Rejected) from Indian court case details.
Dataset
- Source: IndianBailJudgments-1200
- Train/Val/Test: 840/180/180
- Features used: Crime type, bail type, IPC sections, accused gender, prior cases, facts, legal issues, court, region
Performance
| Metric | Value |
|---|---|
| Accuracy | 72.8% |
| F1 (Granted) | 79.0% |
| Precision | 75.4% |
| Recall | 82.9% |
Usage
from transformers import pipeline
classifier = pipeline("text-classification", model="saif-11bit/bail-outcome-predictor")
result = classifier("Crime Type: Narcotics | Bail Type: Regular | IPC Sections: 302 | ...")
- Task
- Text Classification
- Type
- bert
- License
- apache-2.0
- Languages
- en
- Created
- May 2, 2026
- Updated
- May 2, 2026