metadata
base_model:
- Qwen/Qwen2.5-0.5B-Instruct
- HuggingFaceH4/zephyr-7b-beta
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 SLERP 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: Qwen/Qwen2.5-0.5B-Instruct
layer_range: [0, 23]
- model: Qwen/Qwen2.5-0.5B-Instruct
layer_range: [0, 23]
merge_method: slerp
base_model: HuggingFaceH4/zephyr-7b-beta
parameters:
t:
- filter: self_attn
value: [0, 0.5, 0.3, 0.7, 1]
- filter: mlp
value: [1, 0.5, 0.7, 0.3, 0]
- value: 0.5
dtype: bfloat16