---
base_model:
- migtissera/SynthIA-70B-v1.2b
- 152334H/miqu-1-70b-sf
- Xwin-LM/Xwin-LM-70B-V0.1
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 [linear](https://arxiv.org/abs/2203.05482) merge method.

### Models Merged

The following models were included in the merge:
* [migtissera/SynthIA-70B-v1.2b](https://huggingface.co/migtissera/SynthIA-70B-v1.2b)
* [152334H/miqu-1-70b-sf](https://huggingface.co/152334H/miqu-1-70b-sf)
* [Xwin-LM/Xwin-LM-70B-V0.1](https://huggingface.co/Xwin-LM/Xwin-LM-70B-V0.1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
merge_method: linear
parameters:
  weight: 1.0
slices:
  - sources:
      - model: 152334H/miqu-1-70b-sf
        layer_range: [0, 24]
      - model: Xwin-LM/Xwin-LM-70B-V0.1
        layer_range: [0, 24]
  - sources:
      - model: migtissera/SynthIA-70B-v1.2b
        layer_range: [10, 34]
  - sources:
      - model: 152334H/miqu-1-70b-sf
        layer_range: [25, 49]
  - sources: 
      - model: 152334H/miqu-1-70b-sf
        layer_range: [50, 74]
      - model: Xwin-LM/Xwin-LM-70B-V0.1
        layer_range: [25, 49]
      - model: migtissera/SynthIA-70B-v1.2b
        layer_range: [35, 59]
  - sources: 
      - model: 152334H/miqu-1-70b-sf
        layer_range: [79, 80]
      - model: Xwin-LM/Xwin-LM-70B-V0.1
        layer_range: [50, 51]
      - model: migtissera/SynthIA-70B-v1.2b
        layer_range: [60, 61]
dtype: float16
tokenizer_source: model:152334H/miqu-1-70b-sf
```