---
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
```