README.md

---
base_model:
- senseable/WestLake-7B-v2
- NousResearch/Yarn-Mistral-7b-128k
tags:
- mergekit
- merge
license: apache-2.0
---
# Merged

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit), but using my experimental branch [swapping](https://github.com/Ar57m/mergekit/tree/swapping) 

The "Other" branch is where I did something wrong, so in the "main" I did it right(I hope 😅).

## Merge Details
### Merge Method

This model was merged using the task_swapping merge method not sure if I did it right and how the model was impacted, using [NousResearch/Yarn-Mistral-7b-128k](https://huggingface.co/NousResearch/Yarn-Mistral-7b-128k) as a base.


### Models Merged

The following models were included in the merge:
* [senseable/WestLake-7B-v2](https://huggingface.co/senseable/WestLake-7B-v2)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model:
  model:
    path: NousResearch/Yarn-Mistral-7b-128k
dtype: bfloat16
merge_method: task_swapping
slices:
- sources:
  - layer_range: [0, 32]
    model:
      model:
        path: senseable/WestLake-7B-v2
    parameters:
      weight: 0.666
      diagonal_offset: 2
      invert_offset: True
  - layer_range: [0, 32]
    model:
      model:
        path: NousResearch/Yarn-Mistral-7b-128k
```