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magnum-v3-27b-kto

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magnum-v3-27b-kto
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---
base_model:
- anthracite-core/magnum-v3-27b-kto-r3
- anthracite-core/magnum-v3-27b-KTO-e1-r2
- anthracite-core/magnum-v3-27b-KTO-e0.25-r1
- IntervitensInc/gemma-2-27b-chatml
library_name: transformers
tags:
- mergekit
- merge

---
# output8

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 [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [IntervitensInc/gemma-2-27b-chatml](https://huggingface.co/IntervitensInc/gemma-2-27b-chatml) as a base.

### Models Merged

The following models were included in the merge:
* [anthracite-core/magnum-v3-27b-kto-r3](https://huggingface.co/anthracite-core/magnum-v3-27b-kto-r3)
* [anthracite-core/magnum-v3-27b-KTO-e1-r2](https://huggingface.co/anthracite-core/magnum-v3-27b-KTO-e1-r2)
* [anthracite-core/magnum-v3-27b-KTO-e0.25-r1](https://huggingface.co/anthracite-core/magnum-v3-27b-KTO-e0.25-r1)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: IntervitensInc/gemma-2-27b-chatml
dtype: float32
merge_method: task_arithmetic
models:
  - model: IntervitensInc/gemma-2-27b-chatml
  - model: anthracite-core/magnum-v3-27b-KTO-e0.25-r1
    parameters:
      weight: 0.5
  - model: anthracite-core/magnum-v3-27b-KTO-e1-r2
    parameters:
      weight: 0.1
  - model: anthracite-core/magnum-v3-27b-kto-r3
    parameters:
      weight: 0.4
```