---
base_model:
- mistralai/Mistral-Small-24B-Instruct-2501
- mistralai/Mistral-Small-24B-Base-2501
library_name: transformers
tags:
- mergekit
- merge

---
# 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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-Small-24B-Base-2501](https://huggingface.co/mistralai/Mistral-Small-24B-Base-2501) as a base.

### Models Merged

The following models were included in the merge:
* [mistralai/Mistral-Small-24B-Instruct-2501](https://huggingface.co/mistralai/Mistral-Small-24B-Instruct-2501)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: "mistralai/Mistral-Small-24B-Base-2501"
    parameters:
      weight: 0.7          
      density: 1     
  - model: "mistralai/Mistral-Small-24B-Instruct-2501"
    parameters:
      weight: 0.3   
      density: 1        

merge_method: ties        
base_model: "mistralai/Mistral-Small-24B-Base-2501" 

parameters:
  density: 1             
  normalize: true         
  int8_mask: true         

dtype: bfloat16          
output: "Mistral-Small-24B-TIES-Merged"  
```