---
base_model: []
library_name: transformers
tags:
- mergekit
- merge

---
# Untitled Model (1)

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 D:\FILES\.Text-generation-webui_file\models\Mistral-Nemo-Instruct-2407 as a base.

### Models Merged

The following models were included in the merge:
* D:\FILES\.Text-generation-webui_file\models\VICIOUS_MESH-12B-BETA

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: D:\FILES\.Text-generation-webui_file\models\Mistral-Nemo-Instruct-2407
    #no parameters necessary for base model 
  - model: D:\FILES\.Text-generation-webui_file\models\VICIOUS_MESH-12B-BETA
    parameters:
      density: 1
      weight: 1
merge_method: ties
base_model: D:\FILES\.Text-generation-webui_file\models\Mistral-Nemo-Instruct-2407
tokenizer_source: base
chat_template: "auto"
parameters:
  normalize: false
  int8_mask: true
dtype: bfloat16
regularization:
  - method: weight_clipping
    clip_range: [-0.1, 0.1]
  - method: l2_norm
    scale: 0.002
# Postprocessing to refine the merged model
postprocessing:
  - operation: dynamic_scaling
    scale_range: [0.9, 1.1]
  - operation: gaussian_smoothing
    sigma: 1.0
  - operation: normalize
```