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---
base_model:
- inflatebot/MN-12B-Mag-Mell-R1
- grimjim/Magnolia-v3-12B
library_name: transformers
tags:
- mergekit
- merge
pipeline_tag: text-generation
---
# Magnolia-Mell-v1-12B
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
An asymmetric gradient SLERP was used to lightly apply MN-12B-Mag-Mell-R1 to Magnolia-v3-12B.
Tested for narrative text completion with temperature=1.0 and minP=0.02. Coherence is fairly high, though there may be occasional slips. If repetition is a problem, raising temperature briefly may help. The model appears to tolerate temperature=2.0 even.
## Merge Details
### Merge Method
This model was merged using the [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method.
### Models Merged
The following models were included in the merge:
* [inflatebot/MN-12B-Mag-Mell-R1](https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1)
* [grimjim/Magnolia-v3-12B](https://huggingface.co/grimjim/Magnolia-v3-12B)
### Configuration
The following YAML configuration was used to produce this model:
```yaml
base_model: grimjim/Magnolia-v3-12B
dtype: bfloat16
merge_method: slerp
slices:
- sources:
- model: grimjim/Magnolia-v3-12B
layer_range: [0,40]
- model: inflatebot/MN-12B-Mag-Mell-R1
layer_range: [0,40]
parameters:
t:
- filter: self_attn
value: [0.0,0.09]
- filter: mlp
value: [0.09,0.0]
- value: [0.0,0.09]
```
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