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---
base_model:
- google/gemma-2-9b-it
- grimjim/Magnolia-v2-Gemma2-8k-9B
- AXCXEPT/EZO-Humanities-9B-gemma-2-it
- grimjim/lemon07r_Gemma-2-Ataraxy-v4c-9B_fixed
library_name: transformers
pipeline_tag: text-generation
tags:
- mergekit
- merge
license: gemma
---
# Magnolia-v4-Gemma2-8k-9B
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
The model has been tested on narrative text generation. Instability was sometimes observed in a prior version when characters were portrayed as emotionally charged, prompting this rebuild around the original Instruct model as a core.
## Merge Details
### Merge Method
This model was merged using the [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [google/gemma-2-9b-it](https://huggingface.co/google/gemma-2-9b-it) as a base.
### Models Merged
The following models were included in the merge:
* [grimjim/Magnolia-v2-Gemma2-8k-9B](https://huggingface.co/grimjim/Magnolia-v2-Gemma2-8k-9B)
* [AXCXEPT/EZO-Humanities-9B-gemma-2-it](https://huggingface.co/AXCXEPT/EZO-Humanities-9B-gemma-2-it)
* [grimjim/lemon07r_Gemma-2-Ataraxy-v4c-9B_fixed](https://huggingface.co/grimjim/lemon07r_Gemma-2-Ataraxy-v4c-9B_fixed)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
base_model: google/gemma-2-9b-it
dtype: bfloat16
merge_method: task_arithmetic
parameters:
normalize: true
models:
- model: google/gemma-2-9b-it
- model: grimjim/Magnolia-v2-Gemma2-8k-9B
parameters:
weight: 0.5
- model: grimjim/lemon07r_Gemma-2-Ataraxy-v4c-9B_fixed
parameters:
weight: 0.15
- model: AXCXEPT/EZO-Humanities-9B-gemma-2-it
parameters:
weight: 0.3
```
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