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The ModelMergeCosmos7B node merges two AI models together using weighted blending of specific components. It allows fine-grained control over how different parts of the models are combined by adjusting individual weights for position embeddings, transformer blocks, and final layers.

Inputs

ParameterData TypeRequiredRangeDescription
model1MODELYes-First model to merge
model2MODELYes-Second model to merge
pos_embedder.FLOATYes0.0 - 1.0Weight for position embedder component (default: 1.0)
extra_pos_embedder.FLOATYes0.0 - 1.0Weight for extra position embedder component (default: 1.0)
x_embedder.FLOATYes0.0 - 1.0Weight for x embedder component (default: 1.0)
t_embedder.FLOATYes0.0 - 1.0Weight for t embedder component (default: 1.0)
affline_norm.FLOATYes0.0 - 1.0Weight for affine normalization component (default: 1.0)
blocks.block0.FLOATYes0.0 - 1.0Weight for transformer block 0 (default: 1.0)
blocks.block1.FLOATYes0.0 - 1.0Weight for transformer block 1 (default: 1.0)
blocks.block2.FLOATYes0.0 - 1.0Weight for transformer block 2 (default: 1.0)
blocks.block3.FLOATYes0.0 - 1.0Weight for transformer block 3 (default: 1.0)
blocks.block4.FLOATYes0.0 - 1.0Weight for transformer block 4 (default: 1.0)
blocks.block5.FLOATYes0.0 - 1.0Weight for transformer block 5 (default: 1.0)
blocks.block6.FLOATYes0.0 - 1.0Weight for transformer block 6 (default: 1.0)
blocks.block7.FLOATYes0.0 - 1.0Weight for transformer block 7 (default: 1.0)
blocks.block8.FLOATYes0.0 - 1.0Weight for transformer block 8 (default: 1.0)
blocks.block9.FLOATYes0.0 - 1.0Weight for transformer block 9 (default: 1.0)
blocks.block10.FLOATYes0.0 - 1.0Weight for transformer block 10 (default: 1.0)
blocks.block11.FLOATYes0.0 - 1.0Weight for transformer block 11 (default: 1.0)
blocks.block12.FLOATYes0.0 - 1.0Weight for transformer block 12 (default: 1.0)
blocks.block13.FLOATYes0.0 - 1.0Weight for transformer block 13 (default: 1.0)
blocks.block14.FLOATYes0.0 - 1.0Weight for transformer block 14 (default: 1.0)
blocks.block15.FLOATYes0.0 - 1.0Weight for transformer block 15 (default: 1.0)
blocks.block16.FLOATYes0.0 - 1.0Weight for transformer block 16 (default: 1.0)
blocks.block17.FLOATYes0.0 - 1.0Weight for transformer block 17 (default: 1.0)
blocks.block18.FLOATYes0.0 - 1.0Weight for transformer block 18 (default: 1.0)
blocks.block19.FLOATYes0.0 - 1.0Weight for transformer block 19 (default: 1.0)
blocks.block20.FLOATYes0.0 - 1.0Weight for transformer block 20 (default: 1.0)
blocks.block21.FLOATYes0.0 - 1.0Weight for transformer block 21 (default: 1.0)
blocks.block22.FLOATYes0.0 - 1.0Weight for transformer block 22 (default: 1.0)
blocks.block23.FLOATYes0.0 - 1.0Weight for transformer block 23 (default: 1.0)
blocks.block24.FLOATYes0.0 - 1.0Weight for transformer block 24 (default: 1.0)
blocks.block25.FLOATYes0.0 - 1.0Weight for transformer block 25 (default: 1.0)
blocks.block26.FLOATYes0.0 - 1.0Weight for transformer block 26 (default: 1.0)
blocks.block27.FLOATYes0.0 - 1.0Weight for transformer block 27 (default: 1.0)
final_layer.FLOATYes0.0 - 1.0Weight for final layer component (default: 1.0)

Outputs

Output NameData TypeDescription
modelMODELThe merged model combining features from both input models