dtype: float16 merge_method: passthrough # Layer Interleaving of SOLAR-10.7B-Instruct-v1.0 (Instruction Fine-tuned SOLAR-10.7B-v1.0) # where n = 48 (The number of layers the model originally had) # m = 12 (The number of layers the interleaved into model per row) # M = 36 = 3m (The number of layers interlaced into the model) # s = 84 = n + M (The number of layers the model will have after the layer interleaving) # P = ~19.2B = 19.17B parameters = (s/n)*10.7B (The number of parameters the model will have after the DUS and layer interleaving) slices: - sources: - layer_range: [0, 12] model: /Users/jsarnecki/opt/upstage/SOLAR-10.7B-Instruct-v1.0 # Interleaved Layer - sources: - layer_range: [6, 18] model: /Users/jsarnecki/opt/upstage/SOLAR-10.7B-Instruct-v1.0 - sources: - layer_range: [12, 24] model: /Users/jsarnecki/opt/upstage/SOLAR-10.7B-Instruct-v1.0 # Interleaved Layer - sources: - layer_range: [18, 30] model: /Users/jsarnecki/opt/upstage/SOLAR-10.7B-Instruct-v1.0 - sources: - layer_range: [24, 36] model: /Users/jsarnecki/opt/upstage/SOLAR-10.7B-Instruct-v1.0 # Interleaved Layer - sources: - layer_range: [30, 42] model: /Users/jsarnecki/opt/upstage/SOLAR-10.7B-Instruct-v1.0 - sources: - layer_range: [36, 48] model: /Users/jsarnecki/opt/upstage/SOLAR-10.7B-Instruct-v1.0