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Differentiable Adaptive Merging is accelerating SLMs for enterprises

  • Differentiable Adaptive Merging (DAM) is offering a new approach to model merging, addressing the complexity of the process.
  • Arcee, a company specializing in small language models, is leading research on DAM.
  • DAM adjusts the contribution of each model through scaling coefficients and optimizes the merge process using established machine learning techniques.
  • DAM performs competitively with existing methods and offers efficient merging of specialized models.

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