base_model: | |
- BioMistral/BioMistral-7B | |
- davidkim205/komt-mistral-7b-v1 | |
library_name: transformers | |
tags: | |
- mergekit | |
- merge | |
# output_folder_ties | |
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 [davidkim205/komt-mistral-7b-v1](https://huggingface.co./davidkim205/komt-mistral-7b-v1) as a base. | |
### Models Merged | |
The following models were included in the merge: | |
* [BioMistral/BioMistral-7B](https://huggingface.co./BioMistral/BioMistral-7B) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
models: | |
- model: davidkim205/komt-mistral-7b-v1 | |
- model: BioMistral/BioMistral-7B | |
parameters: | |
density: 0.5 | |
weight: 0.5 | |
merge_method: ties | |
base_model: davidkim205/komt-mistral-7b-v1 | |
parameters: | |
int8_mask: true | |
dtype: bfloat16 | |
``` | |