DeepSeek entered the stage when the industry giants were building ever-larger models, training them on colossal datasets, and running them on massive infrastructure. This was an era dominated by brute force, in which scale itself was a key indicator of progress.

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The DeepSeek Breakthrough: How Constraints Beat Brute Force

  • Harshad Oak,
  • Monish Darda

摘要

DeepSeek entered the stage when the industry giants were building ever-larger models, training them on colossal datasets, and running them on massive infrastructure. This was an era dominated by brute force, in which scale itself was a key indicator of progress.