base_model: | |
- TheDrummer/UnslopSmall-22B-v1 | |
- NewEden-Staging/Kyne-22b | |
- nbeerbower/Mistral-Small-Gutenberg-Doppel-22B | |
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 [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [NewEden-Staging/Kyne-22b](https://huggingface.co/NewEden-Staging/Kyne-22b) as a base. | |
### Models Merged | |
The following models were included in the merge: | |
* [TheDrummer/UnslopSmall-22B-v1](https://huggingface.co/TheDrummer/UnslopSmall-22B-v1) | |
* [nbeerbower/Mistral-Small-Gutenberg-Doppel-22B](https://huggingface.co/nbeerbower/Mistral-Small-Gutenberg-Doppel-22B) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
models: | |
- model: TheDrummer/UnslopSmall-22B-v1 | |
parameters: | |
density: 0.7 | |
weight: 0.7 | |
- model: nbeerbower/Mistral-Small-Gutenberg-Doppel-22B | |
parameters: | |
density: 0.3 | |
weight: 0.3 | |
merge_method: task_arithmetic | |
base_model: NewEden-Staging/Kyne-22b | |
parameters: | |
normalize: false | |
int8_mask: true | |
dtype: bfloat16 | |
``` | |