---
base_model:
- Delta-Vector/HollandV2R1
- anthracite-org/magnum-v2-4b
- Delta-Vector/Holland-4B-V1
- IntervitensInc/intv-mimi-sus
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 [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [Delta-Vector/Holland-4B-V1](https://huggingface.co./Delta-Vector/Holland-4B-V1) as a base.

### Models Merged

The following models were included in the merge:
* [Delta-Vector/HollandV2R1](https://huggingface.co./Delta-Vector/HollandV2R1)
* [anthracite-org/magnum-v2-4b](https://huggingface.co./anthracite-org/magnum-v2-4b)
* [IntervitensInc/intv-mimi-sus](https://huggingface.co./IntervitensInc/intv-mimi-sus)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: Delta-Vector/Holland-4B-V1
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
slices:
- sources:
  - layer_range: [0, 32]
    model: Delta-Vector/Holland-4B-V1
  - layer_range: [0, 32]
    model: Delta-Vector/HollandV2R1
    parameters:
      weight: 0.30
  - layer_range: [0, 32]
    model: IntervitensInc/intv-mimi-sus
    parameters:
      weight: 0.30
  - layer_range: [0, 32]
    model: anthracite-org/magnum-v2-4b
    parameters:
      weight: 0.40
```