---
base_model:
- mergekit-community/mergekit-model_stock-olgorhm
- Cran-May/SCE-2-24B
- mergekit-community/mergekit-model_stock-nrrhivg
- yentinglin/Mistral-Small-24B-Instruct-2501-S1-SFT
library_name: transformers
tags:
- mergekit
- merge
license: apache-2.0
---
# merge

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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [Cran-May/SCE-2-24B](https://huggingface.co./Cran-May/SCE-2-24B) as a base.

### Models Merged

The following models were included in the merge:
* [mergekit-community/mergekit-model_stock-olgorhm](https://huggingface.co./mergekit-community/mergekit-model_stock-olgorhm)
* [mergekit-community/mergekit-model_stock-nrrhivg](https://huggingface.co./mergekit-community/mergekit-model_stock-nrrhivg)
* [yentinglin/Mistral-Small-24B-Instruct-2501-S1-SFT](https://huggingface.co./yentinglin/Mistral-Small-24B-Instruct-2501-S1-SFT)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Cran-May/SCE-2-24B
  - model: mergekit-community/mergekit-model_stock-olgorhm
    parameters:
      density: 0.9
      weight: 0.5
  - model: mergekit-community/mergekit-model_stock-nrrhivg
    parameters:
      density: 0.9
      weight: 0.5
  - model: yentinglin/Mistral-Small-24B-Instruct-2501-S1-SFT
    parameters:
      density: 0.8
      weight: 0.3

merge_method: model_stock
base_model: Cran-May/SCE-2-24B
parameters:
  int8_mask: true
  normalize: true
dtype: float16

```