---
base_model:
- augmxnt/shisa-gamma-7b-v1
- GAIR/Abel-7B-002
- WizardLMTeam/WizardMath-7B-V1.1
- mistralai/Mistral-7B-v0.1
library_name: transformers
tags:
- mergekit
- merge

---
# storage

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/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) as a base.

### Models Merged

The following models were included in the merge:
* [augmxnt/shisa-gamma-7b-v1](https://huggingface.co/augmxnt/shisa-gamma-7b-v1)
* [GAIR/Abel-7B-002](https://huggingface.co/GAIR/Abel-7B-002)
* [WizardLMTeam/WizardMath-7B-V1.1](https://huggingface.co/WizardLMTeam/WizardMath-7B-V1.1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

models:
  - model: augmxnt/shisa-gamma-7b-v1
    parameters:
      weight: 0.5
      density: 0.6
  - model: WizardLMTeam/WizardMath-7B-V1.1
    parameters:
      weight: 0.5
      density: 0.6
  - model: GAIR/Abel-7B-002
    parameters:
      weight: 0.5
      density: 0.6
merge_method: dare_ties
base_model: mistralai/Mistral-7B-v0.1
parameters:
normalize: true
dtype: bfloat16

```