Tag: LLM performance

Jun, 24 2026

Predicting Performance Gains from Scaling Large Language Models

Discover how scaling laws predict LLM performance gains. Learn about compute-optimal training, the Chinchilla effect, and test-time scaling strategies for efficient AI development.

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Aug, 28 2025

Health Checks for GPU-Backed LLM Services: Preventing Silent Failures

Silent failures in GPU-backed LLMs cause performance degradation without crashes. Learn the 6 critical metrics to monitor, tools to use, and how to build a minimal health check system that prevents costly downtime.

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