File size: 1,182 Bytes
d839f61 853bea5 d839f61 472c868 d839f61 853bea5 d839f61 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 |
---
base_model:
- google/codegemma-7b
- VAGOsolutions/SauerkrautLM-Gemma-7b
- google/gemma-7b
library_name: transformers
tags:
- mergekit
- merge
license: mit
---
# mixture-of-gemmas
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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [google/gemma-7b](https://huggingface.co./google/gemma-7b) as a base.
### Models Merged
The following models were included in the merge:
* [google/codegemma-7b](https://huggingface.co./google/codegemma-7b)
* [VAGOsolutions/SauerkrautLM-Gemma-7b](https://huggingface.co./VAGOsolutions/SauerkrautLM-Gemma-7b)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
models:
- model: google/gemma-7b
- model: google/codegemma-7b
parameters:
density: 0.5
weight: 0.5
- model: VAGOsolutions/SauerkrautLM-Gemma-7b
parameters:
density: 0.5
weight: 0.5
merge_method: dare_ties
base_model: google/gemma-7b
parameters:
int8_mask: true
dtype: bfloat16
```
|