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---
base_model:
- IntervitensInc/Mistral-Nemo-Base-2407-chatml
library_name: transformers
tags:
- mergekit
- merge
---
[Welcome, brave one; you've come a long mile.](https://www.youtube.com/watch?v=dgGEuC1F3oE)
# magmell-r1g
This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
## Merge Details
Multi-stage SLERP merge, DARE-TIES'd together. Intended to be a general purpose "Best of Nemo" model for any fictional, creative use case. Inspired by hyper-merges like Tiefighter and Umbral Mind.
Hero (RP, kink/trope coverage): Chronos Gold, Sunrose.
Monk (Intelligence, groundedness): Bophades, Wissenschaft.
Deity (Prose, flair): Gutenberg, Magnum 2.5 KTO.
### Merge Method
This model was merged using the [DARE](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [IntervitensInc/Mistral-Nemo-Base-2407-chatml](https://huggingface.co/IntervitensInc/Mistral-Nemo-Base-2407-chatml) as a base.
### Models Merged
The following models were included in the merge:
* /workspace/models/magmell-r1/monk
* /workspace/models/magmell-r1/hero
* /workspace/models/magmell-r1/deity
### Configuration
The following YAML configuration was used to produce this model:
```yaml
base_model: IntervitensInc/Mistral-Nemo-Base-2407-chatml
merge_method: dare_ties
slices:
- sources:
- layer_range: [0, 40]
model: /workspace/models/magmell-r1/monk
parameters:
density: 0.7
weight: 0.5
- layer_range: [0, 40]
model: /workspace/models/magmell-r1/hero
parameters:
density: 0.9
weight: 1.0
- layer_range: [0, 40]
model: /workspace/models/magmell-r1/deity
parameters:
density: 0.5
weight: 0.7
- layer_range: [0, 40]
model: IntervitensInc/Mistral-Nemo-Base-2407-chatml
tokenizer_source: base
```
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