base_model: | |
- K00B404/Merged_Beowolx-CodePro_Medusa2-14X-7B-Mistral-I-v0-2 | |
- Nexusflow/Starling-LM-7B-beta | |
- beowolx/CodeNinja-1.0-OpenChat-7B | |
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 [K00B404/Merged_Beowolx-CodePro_Medusa2-14X-7B-Mistral-I-v0-2](https://huggingface.co/K00B404/Merged_Beowolx-CodePro_Medusa2-14X-7B-Mistral-I-v0-2) as a base. | |
### Models Merged | |
The following models were included in the merge: | |
* [Nexusflow/Starling-LM-7B-beta](https://huggingface.co/Nexusflow/Starling-LM-7B-beta) | |
* [beowolx/CodeNinja-1.0-OpenChat-7B](https://huggingface.co/beowolx/CodeNinja-1.0-OpenChat-7B) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
models: | |
- model: K00B404/Merged_Beowolx-CodePro_Medusa2-14X-7B-Mistral-I-v0-2 | |
# # no parameters necessary for base model | |
- model: Nexusflow/Starling-LM-7B-beta | |
parameters: | |
density: 0.5 | |
weight: 0.5 | |
- model: beowolx/CodeNinja-1.0-OpenChat-7B | |
parameters: | |
density: 0.5 | |
weight: 0.3 | |
merge_method: ties | |
base_model: K00B404/Merged_Beowolx-CodePro_Medusa2-14X-7B-Mistral-I-v0-2 | |
parameters: | |
normalize: true | |
dtype: float16 | |
``` | |