zo0302/indian_legal_bot

TEXT GENERATIONPricing:Input $0.2036 / Output $1.34Concurrent Unit Cost:1Model Size:3.2BQuant:BF16Context Size:32kTool Calling:SupportedPublished:Feb 21, 2026License:apache-2.0Architecture:Transformer0.0K Open Weights Featherless Exclusive Cold

The zo0302/indian_legal_bot is a 3.2 billion parameter language model, QLoRA fine-tuned from unsloth/Llama-3.2-3B-Instruct-bnb-4bit. It specializes in Indian legal and constitutional Q&A, including articles, provisions, governance, and real estate references. This model is designed to provide domain-specific understanding for educational and research purposes related to Indian law.

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Indian Legal Assistant Model

This model, zo0302/indian_legal_bot, is a 3.2 billion parameter language model that has been QLoRA fine-tuned from the unsloth/Llama-3.2-3B-Instruct-bnb-4bit base model. Its primary differentiation lies in its specialized training on Indian legal and constitutional Q&A data, making it proficient in a specific, complex domain.

Key Capabilities

  • Domain-Specific Understanding: Excels in comprehending and generating responses related to Indian Constitution articles, legal provisions, governance structures, and real estate regulations.
  • Q&A Assistance: Designed to answer questions within the Indian legal and constitutional context.
  • Stable Training: The model was trained using QLoRA with Unsloth and HuggingFace TRL, exhibiting stable training behavior with decreasing loss and stable gradient norms.

Intended Use Cases

  • Educational Purposes: Useful for students and researchers studying Indian law and governance.
  • Legal Information Assistance: Can help in retrieving and understanding specific legal and constitutional information.
  • Research Exploration: Supports exploration of Indian legal texts and concepts.

Important Note

This model is intended for informational and educational purposes only and does NOT provide legal advice. Users should always consult a qualified legal professional for any legal matters.