slices:
  # First 8 layers: No replication
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [0, 8]

  # Next 8 layers: Replicate 2 layers
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [8, 9]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [8, 9]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [9, 13]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [13, 14]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [13, 14]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [14, 16]

  # Next 8 layers: Replicate 4 layers
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [16, 18]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [17, 19]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [18, 20]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [19, 21]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [20, 22]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [21, 23]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [22, 24]

  # Next 8 layers: Replicate all 8 layers
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [24, 25]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [24, 26]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [25, 27]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [26, 28]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [27, 29]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [28, 30]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [29, 31]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [30, 32]

  # Middle 8 layers: Replicate all 8 layers
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [32, 33]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [32, 34]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [33, 35]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [34, 36]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [35, 37]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [36, 38]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [37, 39]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [38, 40]

  # Next 8 layers: Replicate 4 layers
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [40, 42]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [41, 43]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [42, 44]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [43, 45]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [44, 46]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [45, 47]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [46, 48]

  # Next 8 layers: Replicate 2 layers
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [48, 49]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [48, 49]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [49, 53]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [53, 54]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [53, 54]
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [54, 56]

  # Last 8 layers: No replication
  - sources:
    - model: Qwen/Qwen2.5-32B-Instruct
      layer_range: [56, 64]

merge_method: passthrough
dtype: bfloat16