01
Compact LMs
Fine-tuning small foundation models to outperform larger counterparts on targeted tasks.
Independent AI Research
Building
efficient
intelligence.
Compact language models, multilingual systems,
and practical machine learning.
About
Small models.
Small models.
Big ideas.
WhirlwindAI is an independent research organisation building open-source AI that punches above its weight. We believe the future of machine learning isn't bigger — it's smarter.
Everything we build is open, documented, and designed to run anywhere — from T4 GPUs to CPU inference on a budget machine.
15+Languages
OpenSource
0Bloat
Research
Where we focus.
02
Multilingual
Translation systems covering 15+ languages without trillion-parameter overhead.
03
Practical ML
Every project targets real deployment constraints — free-tier GPUs, CPU inference, open weights.
04
Reasoning
Structured approaches to classification and semantic understanding at the edge.