base_model: | |
- MTSAIR/multi_verse_model | |
- BarraHome/Mistroll-7B-v2.2 | |
- yam-peleg/Experiment26-7B | |
library_name: transformers | |
tags: | |
- mergekit | |
- merge | |
# multitroll26 | |
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 [BarraHome/Mistroll-7B-v2.2](https://huggingface.co/BarraHome/Mistroll-7B-v2.2) as a base. | |
### Models Merged | |
The following models were included in the merge: | |
* [MTSAIR/multi_verse_model](https://huggingface.co/MTSAIR/multi_verse_model) | |
* [yam-peleg/Experiment26-7B](https://huggingface.co/yam-peleg/Experiment26-7B) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
models: | |
- model: BarraHome/Mistroll-7B-v2.2 | |
# no parameters necessary for base model | |
- model: yam-peleg/Experiment26-7B | |
parameters: | |
weight: 0.4 | |
density: 0.7 | |
- model: MTSAIR/multi_verse_model | |
parameters: | |
weight: 0.6 | |
density: 0.7 | |
merge_method: dare_ties | |
base_model: BarraHome/Mistroll-7B-v2.2 | |
parameters: | |
int8_mask: true | |
dtype: bfloat16 | |
``` | |