base_model: | |
- Qwen/CodeQwen1.5-7B-Chat | |
- NTQAI/Nxcode-CQ-7B-orpo | |
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 SLERP merge method. | |
### Models Merged | |
The following models were included in the merge: | |
* [Qwen/CodeQwen1.5-7B-Chat](https://huggingface.co/Qwen/CodeQwen1.5-7B-Chat) | |
* [NTQAI/Nxcode-CQ-7B-orpo](https://huggingface.co/NTQAI/Nxcode-CQ-7B-orpo) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
slices: | |
- sources: | |
- model: NTQAI/Nxcode-CQ-7B-orpo | |
layer_range: | |
- 0 | |
- 32 | |
- model: Qwen/CodeQwen1.5-7B-Chat | |
layer_range: | |
- 0 | |
- 32 | |
merge_method: slerp | |
base_model: NTQAI/Nxcode-CQ-7B-orpo | |
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 | |
``` | |