Posts tagged Incident Diagnosis
Agentic Diagnosis for LLM Training at Scale
- 09 March 2026
In MaxText-Slurm: Production-Grade LLM Training with Built-In Observability, we introduced MaxText-Slurm — an open-source launch system and observability stack for running MaxText LLM training on AMD Instinct GPU clusters. We showed how a unified Prometheus time-series database (TSDB) collects GPU, host, network, and training metrics into a single queryable store, persisted to disk so that no data is lost even if the job crashes.