01
FUSED
Meaning in continuity.
Semantic context carried through the model’s conditioning vectors.
TURKISH-NATIVE. CORE-FIRST.
Intelligence,
from the
core.
We build language models from the inside out. A Turkish-native foundation, a modular architecture, and a research journey you can follow.
IN DEVELOPMENTTanAI 3B Ku2
01 / GLASSBOX CORE+
Semantic continuity, carried through the core.
- CURRENT MODEL
- 3B Ku2
- TRAINING CORPUS
- 193B+ tokens
- RESEARCH FRAMEWORK
- 9 modular layers
- BUILT FOR
- Turkish TR
01 / OUR APPROACH
Beyond the next token.
Towards deeper context.
TanAI explores how meaning, emotion and time can become part of a model’s internal representations. The Condition Stack brings these dimensions into the Generative Adaptive Transformer.
02
ECV
A sense of emotion.
Emotional Conditioning Vectors that represent the nuances of an input.
03
CHRONOS
Context includes time.
Temporal projections for relationships between events and their timing.
An evolving architecture, with a visible development roadmap.Explore the nine layers ↗
02 / THE FOUNDATION MODEL
TanAI 3B Ku2.
Built from scratch. Trained for Turkish. Our fourth research revision brings a 3-billion-parameter model to an 8×H100 training cluster.
Meet the model ↗Training in progress · Project status, September 2026
R0
153.2M
R1
182.7M
R2
813.16M
R3
2.058B
R4
3B
PARAMETERS / R0 → R4
03 / FROM THE LAB
Research, in writing.
TANAY AYITMAZ / 01.07.2026
Designing a Tokenizer for a Turkish-Native Model: The TanAI 2B Experience (Medium, opens in a new tab)
TANAY AYITMAZ / 23.06.2026
Not Just a Wrapper Around an Model: Why Is TanIA an AI Core? (Medium, opens in a new tab)
04 / RESEARCH IN MOTION
The latest developments.
MemberEcosystem
TanAI Lab Joins NVIDIA Inception
TanAI Lab has been accepted into NVIDIA Inception, joining a global programme that supports AI startups with technical resources, training and ecosystem opportunities.
Read UpdateAwardedCompute
TanAI Awarded 5,000 GPU Hours on MareNostrum 5
TanAI’s 3B Generative-Adaptive Transformer pre-training project has been awarded 5,000 GPU hours on MareNostrum 5 ACC through the EuroHPC AI Factory Playground programme.
Read UpdateAdvancedEcosystem
TanAI Advances to the Next Stage of HASAT2026
TanAI has passed the initial evaluation stage of Teknopark İstanbul’s HASAT2026 programme and will present its technology and product direction during the next evaluation phase in October.
Read Update05 / A TRACEABLE JOURNEY
Follow the work.
From the first Prompt Fusion experiments to the current training run. Explore the decisions, milestones and work still ahead.