base_model: | |
- rombodawg/Open_Gpt4_8x7B_v0.2 | |
- mistralai/Mixtral-8x7B-Instruct-v0.1 | |
- NeverSleep/Noromaid-v0.1-mixtral-8x7b-Instruct-v3 | |
tags: | |
- mergekit | |
- merge | |
# out2 | |
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 [rombodawg/Open_Gpt4_8x7B_v0.2](https://huggingface.co/rombodawg/Open_Gpt4_8x7B_v0.2) as a base. | |
### Models Merged | |
The following models were included in the merge: | |
* [mistralai/Mixtral-8x7B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1) | |
* [NeverSleep/Noromaid-v0.1-mixtral-8x7b-Instruct-v3](https://huggingface.co/NeverSleep/Noromaid-v0.1-mixtral-8x7b-Instruct-v3) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
models: | |
- model: mistralai/Mixtral-8x7B-Instruct-v0.1 | |
parameters: | |
density: .5 | |
weight: 1 | |
- model: NeverSleep/Noromaid-v0.1-mixtral-8x7b-Instruct-v3 | |
parameters: | |
density: .5 | |
weight: .7 | |
merge_method: ties | |
base_model: rombodawg/Open_Gpt4_8x7B_v0.2 | |
parameters: | |
normalize: true | |
int8_mask: true | |
dtype: bfloat16 | |
``` | |