metadata
base_model:
- meta-llama/Llama-3.1-8B-Instruct
library_name: transformers
tags:
- mergekit
- merge
merged_model
This is a merge of pre-trained language models created using mergekit.
Merge Details
Merge Method
This model was merged using the SLERP merge method.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
base_model: meta-llama/Llama-3.1-8B-Instruct
merge_method: slerp
parameters:
t: 0.5
slices:
- sources:
- model: meta-llama/Llama-3.1-8B-Instruct
layer_range:
- 0
- 8
weight: 0.4
- model: meta-llama/Llama-3.1-8B-Instruct
layer_range:
- 0
- 8
weight: 0.6
merge_method: task_arithmetic
- sources:
- model: meta-llama/Llama-3.1-8B-Instruct
layer_range:
- 9
- 20
weight: 0.7
- model: meta-llama/Llama-3.1-8B-Instruct
layer_range:
- 9
- 20
weight: 0.3
merge_method: task_arithmetic
- sources:
- model: meta-llama/Llama-3.1-8B-Instruct
layer_range:
- 21
- 31
weight: 0.8
- model: meta-llama/Llama-3.1-8B-Instruct
layer_range:
- 21
- 31
weight: 0.2
merge_method: task_arithmetic
dtype: bfloat16