metadata
base_model:
- microsoft/Phi-3.5-mini-instruct
library_name: transformers
tags:
- mergekit
- merge
merge
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the passthrough merge method using microsoft/Phi-3.5-mini-instruct as a base.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
base_model: microsoft/Phi-3.5-mini-instruct # Base model to expand
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 (assuming 38 layers in the base model)
- sources:
- model: microsoft/Phi-3.5-mini-instruct # Source model for the additional layers
layer_range: [16, 32] # Add 8 new layers initialized from the base model
- sources:
- model: microsoft/Phi-3.5-mini-instruct # Source model for the base layers
layer_range: [16, 32]
- sources:
- model: microsoft/Phi-3.5-mini-instruct # Source model for the base layers
layer_range: [4, 32]
tokenizer_source: microsoft/Phi-3.5-mini-instruct # Use the tokenizer from the base model
dtype: float16 # Data type for the merged model