Introducing OpenATG
Useful intelligence, built to stay closer to people and the work that matters to them.
Compact by design.
Private by default.
Human at the centre.
Latest completed research milestone · v1
ATG Base 64M
64.3M parameters · 600M training tokens
English · Sinhala · Tamil
Trained from random initialization with an ATG-authored decoder architecture and independently trained trilingual tokenizer. A completed milestone in OpenATG's compact-model research programme.
Model artifact · Distribution review in progress
Building ATG in public
OpenATG preserves major model generations so collaborators, researchers and investors can follow the evolution of the architecture, training pipeline, data strategy and evaluation methodology over time.
01 / Earlier generation
Early scaling milestone
View the existing release →02 / Completed milestone
64.3M parameters
600M-token trilingual pretraining completed
September 2026
03 / Looking ahead
Architecture, data and evaluation.
Upcoming Projects
Work in development across local intelligence, institutional workflows and commerce.
Hybrid AI Architecture
ATG Neural Bridge is the emerging hybrid intelligence layer for connecting compact local ATG models with retrieval systems, institutional data, specialist AI and approved larger models when additional capability is required.
The approach is designed to preserve local control and privacy while allowing more demanding tasks to access broader intelligence selectively.
In development
Government Digitalisation
In collaboration with the Ministry of Lands, Sri Lanka
A digital workflow being developed in collaboration with the Ministry of Lands to transform structured gazette information into consistent, multilingual, printer-ready government publications.
The system is designed around English, Sinhala and Tamil workflows, structured forms, validation, document preview and publication-ready output.
Government collaboration
Swiss E-commerce
E-commerce collaboration in Switzerland
An e-commerce initiative being developed with Varathans to explore a technology-led Swiss marketplace combining selected Sri Lankan products, Varathans products and local delivery infrastructure.
The collaboration explores catalogue technology, multilingual commerce, operations and digital customer experiences for the Swiss market.
Switzerland · In development
Preserved model release
ATG Base 32M
OpenATG’s independently pretrained 32M-parameter research checkpoint is now available for download, inspection and further experimentation.
Research checkpoint. Not production-ready.
Controlled evaluation has not demonstrated reliable general-purpose conversation, translation, summarisation or structured task completion.
ATG-Base-32M-Lightning-v2-Research.tar · 378,429,440 bytes (360.90 MiB)
SHA-256 eb907924aedf9e8c6bc070db4b2cd3aa047aedb28edccb257d1a06a87be967dd
The OpenATG family
A compact foundation, a verifiable safety layer, a human-led application platform and social media analytics—designed as one responsible technology family.
ATG Base 32M
An independently pretrained compact generative language-model research checkpoint exploring local and accessible AI for English, Sinhala and Tamil.
View checkpointNot every useful model needs a data centre.
ATG Guard
A privacy and accountability layer designed to make sensitive workflows easier to validate, trace and explain.
Proof that follows the work.
ATG Apply
A human-led career system where candidates build one truthful profile, operators prepare tailored applications and nothing moves forward without the candidate's control.
ATG Signal
Developed for international organizations to understand social media performance, identify top-performing content, and measure engagement.
Downloads
OpenStore brings together the ATG Signal browser version, public Windows and macOS betas, and the documented ATG Base 32M research checkpoint.
Why OpenATG exists
We build practical intelligence for ordinary computers, real institutions and human decisions. Less distance. More control. Better outcomes.
Contact
For collaborations, research and conversations about the OpenATG family.
[email protected]