Tag: LLM training

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Apr, 25 2026

Why LLM Scaling Laws Fail: The Hidden Limits of Model Growth

Explore why LLM scaling laws fail in real-world production. Learn about Chinchilla optimality, overtraining, and the limits of compute-driven AI growth.

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Mar, 10 2026

Workload Placement: How to Match LLM Tasks to the Right Models and Infrastructure

Workload placement for LLMs isn't about using the biggest model-it's about matching tasks to the right hardware and infrastructure. Learn how to cut costs, avoid bottlenecks, and speed up training and inference by placing workloads smarter.