I'm going to compare DARE merges using this (mostly vanilla, alpaca-tinted) 20b model vs using Harmonia.

slices:

  • sources: - model: athirdpath/alpaca-2-13b-english_full-model

    layer_range: [0, 16]
  • sources: - model: TheBloke/Llama-2-13B-fp16

    layer_range: [8, 24]
  • sources: - model: athirdpath/alpaca-2-13b-english_full-model

    layer_range: [17, 32]
  • sources: - model: TheBloke/Llama-2-13B-fp16

    layer_range: [25, 40]

merge_method: passthrough

dtype: float16

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Model size
20B params
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FP16
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