mergekit_config.yml

dtype: bfloat16
merge_method: passthrough
# Layer-Interleaving of AetherResearch/Cerebrum-1.0-7b
# where n = 32 (The number of layers the model originally had)
#       m = 8 (The number of layers to interleave per row)
#       M = 24 = 3m (The number of layers interleaved into the model)
#       s = 56 = 32 + 24 = n + M (The number of layers the model will have after the layer interleaving)
#       P = 12.25B parameters = (s/n)*7 (The number of parameters the model will have after the layer interleaving)
slices:
- sources:
  - layer_range: [0, 8]
    model: /Users/jsarnecki/opt/Workspace/AetherResearch/Cerebrum-1.0-7b

# Interleaved Layer
- sources:
  - layer_range: [4, 12]
    model: /Users/jsarnecki/opt/Workspace/AetherResearch/Cerebrum-1.0-7b

- sources:
  - layer_range: [8, 16]
    model: /Users/jsarnecki/opt/Workspace/AetherResearch/Cerebrum-1.0-7b

# Interleaved Layer
- sources:
  - layer_range: [12, 20]
    model: /Users/jsarnecki/opt/Workspace/AetherResearch/Cerebrum-1.0-7b 

- sources:
  - layer_range: [16, 24]
    model: /Users/jsarnecki/opt/Workspace/AetherResearch/Cerebrum-1.0-7b

# Interleaved Layer
- sources:
  - layer_range: [20, 28]
    model: /Users/jsarnecki/opt/Workspace/AetherResearch/Cerebrum-1.0-7b 

- sources:
  - layer_range: [24, 32]
    model: /Users/jsarnecki/opt/Workspace/AetherResearch/Cerebrum-1.0-7b