---
base_model:
- mistralai/Mistral-Nemo-Instruct-2407
library_name: transformers
tags:
- mergekit
- merge
- not-for-all-audiences
license: apache-2.0
---
# VICIOUS_MESH-12B-NEMO

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-Nemo-Instruct-2407](https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407) as a base.

### Models Merged

The following models were included in the merge:
* [bamec66557/VICIOUS_MESH-12B-BETA](https://huggingface.co/bamec66557/VICIOUS_MESH-12B-BETA)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Mistral-Nemo-Instruct-2407
    #no parameters necessary for base model 
  - model: VICIOUS_MESH-12B-BETA
    parameters:
      density: 1
      weight: 1
merge_method: ties
base_model: 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
```