base_model: | |
- princeton-nlp/gemma-2-9b-it-SimPO | |
- TheDrummer/Gemmasutra-9B-v1.1 | |
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](https://en.wikipedia.org/wiki/Slerp) merge method. | |
### Models Merged | |
The following models were included in the merge: | |
* [princeton-nlp/gemma-2-9b-it-SimPO](https://huggingface.co/princeton-nlp/gemma-2-9b-it-SimPO) | |
* [TheDrummer/Gemmasutra-9B-v1.1](https://huggingface.co/TheDrummer/Gemmasutra-9B-v1.1) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
slices: | |
- sources: | |
- model: TheDrummer/Gemmasutra-9B-v1.1 | |
layer_range: | |
- 0 | |
- 42 | |
- model: princeton-nlp/gemma-2-9b-it-SimPO | |
layer_range: | |
- 0 | |
- 42 | |
merge_method: slerp | |
base_model: TheDrummer/Gemmasutra-9B-v1.1 | |
parameters: | |
t: | |
- filter: self_attn | |
value: | |
- 0.2 | |
- 0.4 | |
- 0.6 | |
- 0.2 | |
- 0.4 | |
- filter: mlp | |
value: | |
- 0.8 | |
- 0.6 | |
- 0.4 | |
- 0.8 | |
- 0.6 | |
- value: 0.4 | |
dtype: bfloat16 | |
``` | |