transformers safetensors mixtral text-generation mergekit merge arxiv:2311.03099 arxiv:2306.01708 base_model:mistralai/Mixtral-8x7B-Instruct-v0.1 base_model:mistralai/Mixtral-8x7B-v0.1 base_model:jondurbin/bagel-dpo-8x7b-v0.2 autotrain_compatible endpoints_compatible text-generation-inference region:us
---
base_model:
- mistralai/Mixtral-8x7B-Instruct-v0.1
- mistralai/Mixtral-8x7B-v0.1
- jondurbin/bagel-dpo-8x7b-v0.2
tags:
- mergekit
- merge

---
# crunchy-onion bagel

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:
* [mistralai/Mixtral-8x7B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1)
* ./crunchy-onion-base/
* [jondurbin/bagel-dpo-8x7b-v0.2](https://huggingface.co/jondurbin/bagel-dpo-8x7b-v0.2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: mistralai/Mixtral-8x7B-v0.1
models:
  - model: mistralai/Mixtral-8x7B-Instruct-v0.1
    parameters:
      density: 0.5
      weight: 1.0
  - model: ./crunchy-onion-base/
    parameters:
      density: 0.6
      weight: 0.4
  - model: jondurbin/bagel-dpo-8x7b-v0.2
    parameters:
      density: 0.5
      weight: 0.3
merge_method: dare_ties
dtype: bfloat16

```
