r/MachineLearning 🤖 Ai 👁 0

[P] NKI layer megakernels for GLM-5.3-Flash on AWS Trainium2: where a decode step's time went, and what we changed [P]

We wrote an inference engine for AWS Trainium2 that serves GLM-5.3-Flash (320B MoE, 1M-token context) on one trn2.48xlarge, and open-sourced it. Most of the work went into decode, and the part I found most interesting is

📄

This source provides headlines only. Use the button below to read the complete article on the original site.

📰 Read the original article on r/MachineLearning

Originally published by r/MachineLearning. Aggregated on AIWithGhost for educational purposes — full credit and traffic to the original publisher.