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The SALT :...
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The SALT : Revolutionizing Large Language Model (LLM) Training with Small Language Models (SLMs)

  • At the core of LLM development lies an extremely demanding pre-training phase.
  • SALT addresses these inefficiencies by bringing SLMs into the picture as “intelligent curators” for data selection and guidance, reducing training time and computational load.
  • SALT introduces a two-stage training approach where an SLM steps in as a guide during the early stages of LLM training.
  • SALT not only reduced the required training time but also outperformed traditional training methods on several benchmarks, achieving superior quality while reducing computational demands.

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