base_model: | |
- Qwen/Qwen2.5-Coder-7B | |
- Qwen/Qwen2.5-Coder-7B-Instruct | |
library_name: transformers | |
tags: | |
- mergekit | |
- merge | |
# merge | |
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). | |
## Merge Details | |
### Merge Method | |
This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using [Qwen/Qwen2.5-Coder-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct) as a base. | |
### Models Merged | |
The following models were included in the merge: | |
* [Qwen/Qwen2.5-Coder-7B](https://huggingface.co/Qwen/Qwen2.5-Coder-7B) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
models: | |
- model: Qwen/Qwen2.5-Coder-7B-Instruct | |
parameters: | |
density: 0.5 | |
weight: 0.5 | |
- model: Qwen/Qwen2.5-Coder-7B | |
parameters: | |
density: 0.5 | |
weight: 0.5 | |
merge_method: ties | |
base_model: Qwen/Qwen2.5-Coder-7B-Instruct | |
parameters: | |
normalize: true | |
int8_mask: false | |
dtype: bfloat16 | |
tokenizer_source: union | |
``` | |