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base_model: microsoft/Phi-3.5-mini-instruct # Correct base model identifier
merge_method: passthrough # Use passthrough to add layers
slices:
- sources:
- model: microsoft/Phi-3.5-mini-instruct # Source model for the base layers
layer_range: [0, 32] # Use all existing layers (adjust if the base model has a different number of layers)
- sources:
- model: microsoft/Phi-3.5-mini-instruct # Source model for the additional layers
layer_range: [24, 32] # Add 8 new layers initialized from the base model
tokenizer_source: microsoft/Phi-3.5-mini-instruct # Use the tokenizer from the base model
dtype: float16 # Data type for the merged model |