Foundation models, trained on your world.

We adapt a proven base model to your domain — and ship the checkpoint together with the data it was trained on.

30,000+ downloads and growing

Language

84%

MedQA accuracy — Thinking-LQ-1.0

Physics

1.8%

Wake error — Flow-1.0 on Poseidon-B

Vision

Custom YOLO detectors — first releases this week

weld 0.97

defect 0.91

Open weights

30K+

Hugging Face downloads

One method, three domains

Pick the line that sounds like your job

Private domain LLMs — plus the chatbots and semantic-analysis products that run on them.

Flow surrogates for CFD regimes a foundation model never saw — without erasing what it knows.

YOLO detectors adapted to your objects, cameras, and process — shipped with the labeled set.

30K+

Hugging Face downloads

open checkpoints published

model families adapted

100%

self-hosted — no third-party APIs

Sponsors & partners

Compute credits, cloud infrastructure, and industry partnerships that keep our training runs and open checkpoints moving.

The public checkpoints prove the method. Your regime is a conversation away.