metadata
base_model:
- Qwen/Qwen2.5-3B-Instruct
library_name: transformers
tags:
- mergekit
- merge
language:
- zho
- eng
- fra
- spa
- por
- deu
- ita
- rus
- jpn
- kor
- vie
- tha
- ara
merge
This is a merge of pre-trained language models created using mergekit.
Merge Details
The model was merged using the passthrough merge method, with a sliding window approach.
Duplicated Layers
Due to the sliding window method, layers overlap between slices. The following layers are duplicated across multiple slices:
- Layers 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32
This means each layer is used in multiple slices, with each slice overlapping with the previous and next slice.
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/Qwen2.5-3B-Instruct
layer_range: [0, 4]
- sources:
- model: Qwen/Qwen2.5-3B-Instruct
layer_range: [2, 6]
- sources:
- model: Qwen/Qwen2.5-3B-Instruct
layer_range: [4, 8]
- sources:
- model: Qwen/Qwen2.5-3B-Instruct
layer_range: [6, 10]
- sources:
- model: Qwen/Qwen2.5-3B-Instruct
layer_range: [8, 12]
- sources:
- model: Qwen/Qwen2.5-3B-Instruct
layer_range: [10, 14]
- sources:
- model: Qwen/Qwen2.5-3B-Instruct
layer_range: [12, 16]
- sources:
- model: Qwen/Qwen2.5-3B-Instruct
layer_range: [14, 18]
- sources:
- model: Qwen/Qwen2.5-3B-Instruct
layer_range: [16, 20]
- sources:
- model: Qwen/Qwen2.5-3B-Instruct
layer_range: [18, 22]
- sources:
- model: Qwen/Qwen2.5-3B-Instruct
layer_range: [20, 24]
- sources:
- model: Qwen/Qwen2.5-3B-Instruct
layer_range: [22, 26]
- sources:
- model: Qwen/Qwen2.5-3B-Instruct
layer_range: [24, 28]
- sources:
- model: Qwen/Qwen2.5-3B-Instruct
layer_range: [26, 30]
- sources:
- model: Qwen/Qwen2.5-3B-Instruct
layer_range: [28, 32]
- sources:
- model: Qwen/Qwen2.5-3B-Instruct
layer_range: [30, 34]
- sources:
- model: Qwen/Qwen2.5-3B-Instruct
layer_range: [32, 36]
tokenizer_source: Qwen/Qwen2.5-3B-Instruct
merge_method: passthrough
dtype: bfloat16