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Daksh Maan

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#artificial intelligence Preprint Oct 2026

In-Place Indic Tokenizer Expansion and Continual Pretraining of Nemotron-3-Nano-30B-A3B

We adapted Nemotron-3-Nano-30B-A3B for eight Indian languages without changing its backbone architecture. We expanded the vocabulary in place from 131,072 to 163,072 entries using continued byte-pair encoding and AdaptMix rebalancing, reducing tokens per word by 38.6%. We initialized new input and output rows by averag...

Avinash Benki, Prasanjith Pasunuti, Sutanshu Saksena Raj et al. · 0 citations
#artificial intelligence Preprint Oct 2026

A Sovereign, Indic-First, Reasoning Model

Gnani-Evon-v3.3-30B-A3B is a long-context hybrid Mamba-Transformer mixture-of-experts model for reasoning, instruction following, and tool use in English and eight Indian languages. Starting from NVIDIA's Nemotron-3-Nano-30B-A3B checkpoint, it retains the 52-layer backbone and changes the vocabulary, training data, and...

Sutanshu Saksena Raj, Prasanjith Pasunuti, Parijat Chatterjee et al. · 0 citations

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