Topic

debugging

2 posts tagged debugging from Omnissiah Systems.

Attention Sink Poisoning: Why Your Long-Context Model Degrades Before the Window Fills

How attention sink tokens accumulate disproportionate weight in long-context inference, why this degrades output quality silently, and what you can do about it in production.

Magos Veridian

· August 3, 2026 · 5 min read

Gradient Accumulation Gone Wrong: Debugging Silent Training Divergence

How misconfigured gradient accumulation silently corrupts large model training runs, and the specific checks you need to catch it before loss curves lie to you.

Magos Veridian

· June 11, 2026 · 4 min read

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MLOps inference distributed systems observability gpu-infrastructure reliability distributed inference gpu latency attention distributed-training memory management

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