---
base_model:
- grimjim/mistralai-Mistral-Nemo-Base-2407
- grimjim/Magnolia-v3-12B
- Nitral-AI/Captain_BMO-12B
- natong19/Mistral-Nemo-Instruct-2407-abliterated
library_name: transformers
pipeline_tag: text-generation
tags:
- mergekit
- merge
license: apache-2.0
---
# Magnolia-v5-12B

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

Again Nemo 12B Base was used as a base for task arithmetic merger, rather than 12B Instruct or a variant. A model fine-tuned with mostly Instruct and some narrative generation data was added, along with an abliterated Instruct model,which curiously benched higher than Nemo 12B Instruct itself.

## Merge Details
### Merge Method

This model was merged using the [Task Arithmetic](https://arxiv.org/abs/2212.04089) merge method using [grimjim/mistralai-Mistral-Nemo-Base-2407](https://huggingface.co/grimjim/mistralai-Mistral-Nemo-Base-2407) as a base.

### Models Merged

The following models were included in the merge:
* [grimjim/Magnolia-v3-12B](https://huggingface.co/grimjim/Magnolia-v3-12B)
* [Nitral-AI/Captain_BMO-12B](https://huggingface.co/Nitral-AI/Captain_BMO-12B)
* [natong19/Mistral-Nemo-Instruct-2407-abliterated](https://huggingface.co/natong19/Mistral-Nemo-Instruct-2407-abliterated)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
base_model: grimjim/mistralai-Mistral-Nemo-Base-2407
dtype: bfloat16
merge_method: task_arithmetic
parameters:
  normalize: true
models:
  - model: grimjim/mistralai-Mistral-Nemo-Base-2407
  - model: grimjim/Magnolia-v3-12B
    parameters:
      weight: 0.85
  - model: Nitral-AI/Captain_BMO-12B
    parameters:
      weight: 0.1
  - model: natong19/Mistral-Nemo-Instruct-2407-abliterated
    parameters:
      weight: 0.05

```