Regional LLM, SLM, TinyLM Language Learning


New Language Learning

Want to learn a new language this summer? Explore these expert-led platforms

Mobile app https://youtu.be/jyffkeM9GB0

Regional LLM

Sarvam AI launches Bulbul-v2, its voice model with support for 11 Indian languages

https://asr.iitm.ac.in/models/ 

BharatGen  https://bharatgen.tech/  Bharatgen: First Indigenous Language Ai Model Launched In India News In Hindi - Amar Ujala Hindi News Live - Bharatgen:भारत में लॉन्च हुआ पहला स्वदेशी भाषा Ai मॉडल, 22 भाषाओं में करेगा अनुवाद; दूर होंगी संवाद चुनौतियां and Google to collaborate with IIT Bombay’s BharatGen to build indigenous Indic language model

AIKosha

https://aikosha.indiaai.gov.in/home It looks like huggingface website for India


https://aikosha.indiaai.gov.in/home/toolkit having a list of popular AI related tools.

Kannada Models

nomic-embed-text-v2-moe 
snowflake-arctic-embed2
OpenAIs text-embedding-3-large
Vovage
Cohere
intfloat/multilingual-e5-large-instruct
paraphrase-multilingual
BGE-M3 is based on the XLM-RoBERTa

NVIDIA 
https://build.nvidia.com/openai/whisper-large-v3
https://blogs.nvidia.com/blog/india-ai-mission-infrastructure-models/


BharatGen, 
are building frontier multilingual models using NVIDIA Nemotron and NeMo

Sarvam.ai is open-sourcing its Sarvam-3 series across 22 Indic languages (3B to 100B parameters). 

BharatGen launched a 17B-parameter mixture-of-experts model for public services, agriculture, and security.

→ CoRover.ai handles 10,000 concurrent users for Indian Railways with 5,000+ daily ticket bookings

→ Gnani.ai processes 10M+ calls daily across telecom, banking, and hospitality — 15x reduction in inference costs

→ NPCI is exploring AI for India's UPI payments (something I use every single day at Rameshwaram Cafe and everywhere else in Bengaluru!)

→ Commotion (backed by Tata Communications) built an AI OS for enterprise workflow automation


TinyML








LLM on mobile



Google for Education

Google introduces Gemini tool for students and educators: How this AI tool will transform classroom teaching

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