---
base_model:
- VongolaChouko/Starcannon-Unleashed-12B-v1.0
- TheDrummer/Rocinante-12B-v1.1
- anthracite-org/magnum-v4-12b
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 [TheDrummer/Rocinante-12B-v1.1](https://huggingface.co/TheDrummer/Rocinante-12B-v1.1) as a base.

### Models Merged

The following models were included in the merge:
* [VongolaChouko/Starcannon-Unleashed-12B-v1.0](https://huggingface.co/VongolaChouko/Starcannon-Unleashed-12B-v1.0)
* [anthracite-org/magnum-v4-12b](https://huggingface.co/anthracite-org/magnum-v4-12b)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: anthracite-org/magnum-v4-12b
    parameters:
      density: 0.3
      weight: 0.3
  - model: TheDrummer/Rocinante-12B-v1.1
    parameters:
      density: 0.7
      weight: 0.5
  - model: VongolaChouko/Starcannon-Unleashed-12B-v1.0
    parameters:
      density: 0.1
      weight: 0.2

merge_method: ties
base_model: TheDrummer/Rocinante-12B-v1.1
parameters:
  normalize: true
  int8_mask: true
dtype: bfloat16

```