shivvamm/phi-1.5-mini-judgements-finetuned

🏛️ SC Legal QA Model

This model is a legal question-answering model fine-tuned on Indian Supreme Court judgments. It is designed to answer law-related questions such as doctrines, legal principles, precedents, and statutory interpretation based on input context.

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🧠 Model Details

• Architecture: Transformer-based (e.g., bert-base-uncased or your base model)
• Fine-tuned on: Curated and parsed Indian Supreme Court case texts
• Task: Extractive Question Answering
• Language: English
• Domain: Indian Law, Constitutional Law, Civil & Criminal Judgments

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🚀 How to Use

from transformers import pipeline

qa_pipeline = pipeline("question-answering", model="shivvamm/phi-1.5-mini-judgements-finetuned")

context = """
The basic structure doctrine is a judicial principle that certain fundamental features of the Constitution of India cannot be altered by amendments by the Parliament.
"""

question = "What is the basic structure doctrine?"

result = qa_pipeline(question=question, context=context)
print(result['answer'])