Train for the work that matters to you.
Training
The best models
are built, not bought.
Train your own model. Turn your expertise into better performance on your work—and a lower cost to run.
Frontier is
the starting point.
Task quality ↑
Frontier reference
Starting model
Your specialist
Efficiency →
Aim for the same quality with less compute.
Prove the improvement on your unseen tasks.
Your expertise.
Learned by the model.
InputModel weightsPrediction
Show it good work.
Expert examples set the standard.
Try the task.
A forward pass produces the model’s prediction.
Learn from the error.
Backpropagation calculates which weights need to change.
Update the model.
Adjusted weights carry the learning into the next attempt.
Test it on new work.
Evaluate on examples the model has never seen.
Insurance training example
Teach it to stay
with the facts.
“Water damage reported.
Cause unconfirmed.”
Prediction
A burst pipe caused the damage.
Training target
The cause is not confirmed.
Your model.
Your advantage.
Fine-tuning, reinforcement learning and distillation. Built around your work.
Build with HexagonYou keep
The adapted model.
Your training examples. Your evaluation suite. A foundation for the next improvement.
Company Brain
The facts stay live.
The model learns how to work. Company Brain supplies the latest records, policies and context.
Explore Company BrainInference
Put it to work.
Run the evaluated model with serving tuned to your workload.
Explore Inference