base_model: | |
- jondurbin/bagel-dpo-8x7b-v0.2 | |
- mistralai/Mixtral-8x7B-v0.1 | |
- Sao10K/Sensualize-Mixtral-bf16 | |
- mistralai/Mixtral-8x7B-v0.1 | |
- Doctor-Shotgun/limarp-zloss-mixtral-8x7b-qlora | |
- mistralai/Mixtral-8x7B-Instruct-v0.1 | |
tags: | |
- mergekit | |
- merge | |
# BagelWorldTour | |
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 [mistralai/Mixtral-8x7B-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-v0.1) as a base. | |
### Models Merged | |
The following models were included in the merge: | |
* [jondurbin/bagel-dpo-8x7b-v0.2](https://huggingface.co/jondurbin/bagel-dpo-8x7b-v0.2) | |
* [Sao10K/Sensualize-Mixtral-bf16](https://huggingface.co/Sao10K/Sensualize-Mixtral-bf16) | |
* [mistralai/Mixtral-8x7B-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-v0.1) + [Doctor-Shotgun/limarp-zloss-mixtral-8x7b-qlora](https://huggingface.co/Doctor-Shotgun/limarp-zloss-mixtral-8x7b-qlora) | |
* [mistralai/Mixtral-8x7B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1) | |
### Configuration | |
The following YAML configuration was used to produce this model: | |
```yaml | |
base_model: mistralai/Mixtral-8x7B-v0.1 | |
models: | |
- model: mistralai/Mixtral-8x7B-v0.1+Doctor-Shotgun/limarp-zloss-mixtral-8x7b-qlora | |
parameters: | |
density: 0.5 | |
weight: 0.1 | |
- model: Sao10K/Sensualize-Mixtral-bf16 | |
parameters: | |
density: 0.5 | |
weight: 0.1 | |
- model: mistralai/Mixtral-8x7B-Instruct-v0.1 | |
parameters: | |
density: 0.66 | |
weight: 1.0 | |
- model: jondurbin/bagel-dpo-8x7b-v0.2 | |
parameters: | |
density: 0.66 | |
weight: 0.5 | |
merge_method: dare_ties | |
dtype: bfloat16 | |
``` | |