Language model · 17 Oct 2026
Gargi
A small English language model that thinks step by step on maths problems and runs comfortably on a laptop.
- 384M parameters
- ≈17B training tokens
- Apache-2.0
Model page
Maths word problems · 16 Oct 2026
Lilavati
Solves maths word problems by writing a short Python program and running it.
- 95M parameters
- GSM8K 54.7% first try
- Apache-2.0
Model page
Text to image · 12 Oct 2026
Chitra Tiny
Makes 256×256 pictures from an English sentence, on a laptop in about three seconds per image.
- 212M parameters
- 256×256
- Apache-2.0
Model page
On-device tool calling · 10 Oct 2026
Udgam-384M
Turns requests into function calls, documents into JSON and tasks into shell commands, on the device itself.
- 384M parameters
- Context 4,096 tokens
- Apache-2.0
Model page
Research release · 29 Sept 2026
Udgam English 125M v0.1.0
A small English model trained from random weights. It missed its performance target, and we published the full results.
- 125M parameters
- Context 2,048 tokens
- Target missed
Model page
Fine-tuned adapter · 22 Sept 2026
Udgam Hinglish Commands
Turns short English and Romanized Hinglish requests into a structured intent and details an app can use.
- LoRA on Qwen3-0.6B
- 54.88% vs 9.90% base
- 8 command domains
Walkthrough