---
base_model:
- HuggingFaceH4/mistral-7b-anthropic
- ajibawa-2023/Code-Mistral-7B
- Undi95/BigL-7B
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 [HuggingFaceH4/mistral-7b-anthropic](https://huggingface.co/HuggingFaceH4/mistral-7b-anthropic) as a base.

### Models Merged

The following models were included in the merge:
* [ajibawa-2023/Code-Mistral-7B](https://huggingface.co/ajibawa-2023/Code-Mistral-7B)
* [Undi95/BigL-7B](https://huggingface.co/Undi95/BigL-7B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Undi95/BigL-7B
    parameters:
      density: 0.9
      weight: 0.8
  - model: ajibawa-2023/Code-Mistral-7B
    parameters:
      density: 0.7
      weight: 0.7
  - model: HuggingFaceH4/mistral-7b-anthropic
    parameters:
      density: 0.9
      weight: 0.8

merge_method: ties
base_model: HuggingFaceH4/mistral-7b-anthropic
parameters:
  normalize: true
  int8_mask: true
dtype: bfloat16

```