---
base_model:
- mistralai/Mistral-7B-Instruct-v0.2
- Sorour/mistral_cls_headline_v3
- Sorour/mistral_cls_fomc_v3
- Sorour/mistral_cls_sentiment_v3
- Sorour/mistral_cls_finred_v3
library_name: transformers
tags:
- mergekit
- merge

---
# out

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 [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2) as a base.

### Models Merged

The following models were included in the merge:
* [Sorour/mistral_cls_headline_v3](https://huggingface.co/Sorour/mistral_cls_headline_v3)
* [Sorour/mistral_cls_fomc_v3](https://huggingface.co/Sorour/mistral_cls_fomc_v3)
* [Sorour/mistral_cls_sentiment_v3](https://huggingface.co/Sorour/mistral_cls_sentiment_v3)
* [Sorour/mistral_cls_finred_v3](https://huggingface.co/Sorour/mistral_cls_finred_v3)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Sorour/mistral_cls_sentiment_v3
    parameters:
      weight: 0.25 # weight gradient
  - model: Sorour/mistral_cls_fomc_v3
    parameters:
      weight: 0.25
  - model: Sorour/mistral_cls_headline_v3
    parameters:
      weight: 0.25
  - model: Sorour/mistral_cls_finred_v3
    parameters:
      weight: 0.25
base_model: mistralai/Mistral-7B-Instruct-v0.2
merge_method: task_arithmetic
dtype: float16
```