KV Cache Eviction: What Gets Dropped and Why It Costs You
A practical guide to KV cache eviction policies in distributed LLM inference: what triggers eviction, how it degrades latency, and how to tune against it.
Magos Veridian
· · 5 min read Topic
mlops
3 posts tagged mlops from Omnissiah Systems.
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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
· · 4 min readCheckpoint Rot: How Saved Model State Goes Stale and What to Do About It
Checkpoints feel like safety nets, but saved model state degrades in subtle ways. Here's how to detect checkpoint rot before it costs you a training run.
Magos Veridian
· · 5 min read Browse more topics