Skip to content
Development environment

You're on the development site

This is a development environment, not for production use. If you're a potential customer, please continue on our main site.

Go to the main siteonenexus.cloud

Product updates & engineering notes

Our journey building AI infrastructure: what we do, and how

Product updates, technical architecture deep dives and hands-on lessons from OneNexus on the road to building an AI platform for Vietnam and Southeast Asia.

Model Release

+18.2%

Per-user speed vs FP8

GLM-5.3 · AMD · Inference · Quantization

GLM-5.3-Flash in MXFP4: A Lighter, Faster Checkpoint for AMD MI355X

We published an MXFP4 GLM-5.3-Flash checkpoint tuned for AMD Instinct MI355X. Against the official FP8 checkpoint on the same four GPUs, it is 40% smaller, with 12.4% more output throughput and an 18.2% faster P90 per-user rate (geometric means, c1–c48).

Read article
Engineering Deep Dive

5/6

Problems Solved

GLM-5.2 · AMD · Inference · IMO

GLM-5.2 on AMD GPUs: Solving 5 of 6 IMO 2026 Problems

How OneNexus used GLM-5.2 on AMD MI355X to score 37/42 in our documented internal evaluation of the IMO 2026 problems — not an official IMO result.

Read article

Stay informed

Get new posts from OneNexus

Product news and engineering writing only. No marketing noise.

Submissions are processed by Google Forms and read by the OneNexus onboarding team.

Product and engineering posts only. You can unsubscribe at any time.