🌟 Akshar Nano

Designed by: Vyom AI
Developed by: Shreyas Chavan

Akshar Nano is a sovereign, highly efficient 1-Billion parameter AI model built on Meta's Llama 3.2 architecture. It has been meticulously fine-tuned using dataset streaming on Kaggle to understand and generate culturally and linguistically precise text in English, Hindi, and Marathi.

🚀 Model Details

Base Model: unsloth/Llama-3.2-1B-Instruct
Parameters: 1 Billion
Quantization: 4-bit (BitsAndBytes)
Training: 4-hour Streaming SFT on NVIDIA T4

📚 Datasets Used

sarvamai/gsm8k-indic (Marathi, English, Hindi)
sarvamai/samvaad-hi-v1 (Hindi & English conversations)

⚖️ Legal Notice & License

This model is licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0).

STRICT WARNING: It is strictly prohibited to copy, rebrand, or change the identification/persona of this model. Any unauthorized alteration of the model's identity, creator attribution, or origin will result in immediate legal action.

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BF16

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