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Model: shreyaschavan11/Akshar-Nano Source: Original Platform
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README.md
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README.md
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---
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pipeline_tag: text-generation
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license: cc-by-nc-nd-4.0
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language:
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- en
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- hi
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- mr
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tags:
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- indic
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- unsloth
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- llama-3.2
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- akshar-nano
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---
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# 🌟 Akshar Nano
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**Designed by:** Vyom AI
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**Developed by:** Shreyas Chavan
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**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**.
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## 🚀 Model Details
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- **Base Model:** `unsloth/Llama-3.2-1B-Instruct`
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- **Parameters:** 1 Billion
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- **Quantization:** 4-bit (BitsAndBytes)
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- **Training:** 4-hour Streaming SFT on NVIDIA T4
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## 📚 Datasets Used
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- `sarvamai/gsm8k-indic` (Marathi, English, Hindi)
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- `sarvamai/samvaad-hi-v1` (Hindi & English conversations)
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## ⚖️ Legal Notice & License
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This model is licensed under **Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)**.
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**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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