Tag: scaling

All the articles with the tag "scaling".

• 
  llm-concepts

  23 Apr, 2026 · 6 min read

  Parameter Counts and Scaling Laws: What 70B Actually Means

  What does 70B actually mean? It tells you about memory requirements, inference speed, and training costs, but almost nothing about model quality on its own.

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  ai

  5 Mar, 2026 · 8 min read

  AI Inference and Scaling: From Training to Serving Billions

  How trained AI models serve billions of requests through inference optimization, scaling infrastructure, and cost engineering.