TorchNeuron Native: real business results and AI wins

1 documented example of organizations getting results with TorchNeuron Native, with the numbers and links to the original reporting.

Fixed-size state

AWS Machine LearningOct 20, 2026

i14 trains and serves Laplace 3B linear attention model on AWS Trainium2

i14, working with AWS's GenAI Innovation Center, rebuilt its Laplace 3B linear attention model for AWS Trainium2 chips using native PyTorch via TorchNeuron Native. The design uses a fixed-size recurrent state, so serving memory stays flat as context length…

Generative AI Machine Learning R&D AWS Machine Learning