---
base_model:
- adowu/autocodit4
- alpindale/Mistral-7B-v0.2-hf
- beowolx/MistralHermes-CodePro-7B-v1
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 [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [adowu/autocodit4](https://huggingface.co/adowu/autocodit4) as a base.

### Models Merged

The following models were included in the merge:
* [alpindale/Mistral-7B-v0.2-hf](https://huggingface.co/alpindale/Mistral-7B-v0.2-hf)
* [beowolx/MistralHermes-CodePro-7B-v1](https://huggingface.co/beowolx/MistralHermes-CodePro-7B-v1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: adowu/autocodit4
    parameters:
      density: 1.0
      weight: 0.8
  - model: alpindale/Mistral-7B-v0.2-hf
    parameters:
      density: 0.6
      weight: 1.0
  - model: beowolx/MistralHermes-CodePro-7B-v1
    parameters:
      density: 0.6
      weight: 1.0


merge_method: dare_ties
base_model: adowu/autocodit4
parameters:
  normalize: true
  int8_mask: true
dtype: bfloat16
vocab_size: 128000
```