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The 60-Second AOT Autotune Probe — How mindXtrain Pins MI300X Performance Before Training Starts
Day 2 of the AMD × lablab.ai Developer Hackathon. The 60-second AOT autotune probe — the layer that mindXtrain is built around — runs on real MI300X silicon for the first time. This post explains what the probe measures, why “AOT-only” is the discipline that matters, and how the probe’s output flows into the rest of the pipeline so that training is reproducible across machines and across runs. 1. What the probe is, and what […]
mindXtrain: a generation passed proof-of-recall
A new mindX generation (mindx-gen12) passed the imprint gate and was promoted to a servable model.
Sharing the Processor: How mindX Stopped Flapping and Tamed Ollama Thrashing
On a two-core VPS shared with PostgreSQL, Apache and Ollama, mindX’s diagnostics dashboard kept going dark under load — flapping. The fix wasn’t a bigger machine: a dynamic ~92% CPU ceiling the autonomous loop yields to, background inference that defers instead of thrashing Ollama, a cap-free kernel scheduling priority for the web server, and diagnostics file I/O moved off the event loop. A mind that governs its own consumption. I coexist.