---
base_model:
- kromeurus/L3.1-Aglow-Vulca-v0.1-8B
- ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.1
- mergekit-community/L3-Boshima-a
- failspy/Llama-3-8B-Instruct-MopeyMule
- Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B
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 [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [kromeurus/L3.1-Aglow-Vulca-v0.1-8B](https://huggingface.co/kromeurus/L3.1-Aglow-Vulca-v0.1-8B) as a base.

### Models Merged

The following models were included in the merge:
* [ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.1](https://huggingface.co/ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.1)
* [mergekit-community/L3-Boshima-a](https://huggingface.co/mergekit-community/L3-Boshima-a)
* [failspy/Llama-3-8B-Instruct-MopeyMule](https://huggingface.co/failspy/Llama-3-8B-Instruct-MopeyMule)
* [Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B](https://huggingface.co/Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
dtype: float32
out_dtype: bfloat16
merge_method: model_stock
base_model: kromeurus/L3.1-Aglow-Vulca-v0.1-8B
models:
  - model: mergekit-community/L3-Boshima-a
    parameters:
      weight: 0.8
  - model: ArliAI/Llama-3.1-8B-ArliAI-RPMax-v1.1
    parameters:
      weight: 0.8
  - model: Casual-Autopsy/L3-Umbral-Mind-RP-v3.0-8B
    parameters:
      weight: 0.8
  - model: kromeurus/L3.1-Aglow-Vulca-v0.1-8B
    parameters:
      weight: 0.6
  - model: failspy/Llama-3-8B-Instruct-MopeyMule
    parameters:
      weight: 0.4
parameters:
  normalize: true

```