---
base_model:
- NousResearch/DeepHermes-3-Mistral-24B-Preview
- Kaoeiri/MS-Hempantheonsel-Mull-v5x1.8RP-Cydonia-vXXX-24B-12
- unsloth/Mistral-Small-24B-Instruct-2501
- anthracite-core/Mistral-Small-3.1-24B-Instruct-2503-HF
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 [unsloth/Mistral-Small-24B-Instruct-2501](https://huggingface.co/unsloth/Mistral-Small-24B-Instruct-2501) as a base.

### Models Merged

The following models were included in the merge:
* [NousResearch/DeepHermes-3-Mistral-24B-Preview](https://huggingface.co/NousResearch/DeepHermes-3-Mistral-24B-Preview)
* [Kaoeiri/MS-Hempantheonsel-Mull-v5x1.8RP-Cydonia-vXXX-24B-12](https://huggingface.co/Kaoeiri/MS-Hempantheonsel-Mull-v5x1.8RP-Cydonia-vXXX-24B-12)
* [anthracite-core/Mistral-Small-3.1-24B-Instruct-2503-HF](https://huggingface.co/anthracite-core/Mistral-Small-3.1-24B-Instruct-2503-HF)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Kaoeiri/MS-Hempantheonsel-Mull-v5x1.8RP-Cydonia-vXXX-24B-12
    parameters:
      weight: 1.0
      density: 0.85
  - model: NousResearch/DeepHermes-3-Mistral-24B-Preview
    parameters:
      weight: 0.35
      density: 0.75
  - model: anthracite-core/Mistral-Small-3.1-24B-Instruct-2503-HF
    parameters:
      weight: 1
      density: 0.5
      
merge_method: ties

base_model: unsloth/Mistral-Small-24B-Instruct-2501
tokenizer_source: union
parameters:
  int8_mask: true
  normalize: true
dtype: bfloat16

```