---
base_model:
- mistralai/Mistral-Small-24B-Base-2501
- mistralai/Mistral-Small-24B-Instruct-2501
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

Merging Mistral-Small-24B Base and Instruct models together to try and create... Harmony?

Quant: https://huggingface.co/Triangle104/Mistral-Small-24b-Harmony-Q4_K_S-GGUF

### Merge Method

This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using [mistralai/Mistral-Small-24B-Instruct-2501](https://huggingface.co/mistralai/Mistral-Small-24B-Instruct-2501) as a base.

### Models Merged

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

### Configuration

The following YAML configuration was used to produce this model:

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

merge_method: ties
base_model: mistralai/Mistral-Small-24B-Instruct-2501
parameters:
  normalize: false
  int8_mask: true
dtype: float16
```