metadata
base_model:
- unsloth/gemma-2-9b-it
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.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
slices:
- sources:
- model: unsloth/gemma-2-9b-it
layer_range: [0, 24]
- sources: # add middle layers with residuals scaled to zero
- model: unsloth/gemma-2-9b-it
layer_range: [8, 24]
parameters:
scale:
- filter: o_proj
value: 0.0
- filter: down_proj
value: 0.0
- value: 1.0
- sources: # add middle layers with residuals scaled to zero
- model: unsloth/gemma-2-9b-it
layer_range: [8, 28]
parameters:
scale:
- filter: o_proj
value: 0.0
- filter: down_proj
value: 0.0
- value: 1.0
- sources:
- model: unsloth/gemma-2-9b-it
layer_range: [24, 28]
merge_method: passthrough
dtype: bfloat16