transformers safetensors mistral text-generation storywriting text adventure creative story writing fiction roleplaying rp mergekit merge en arxiv:2306.01708 base_model:Epiculous/Violet_Twilight-v0.2 base_model:merge:Epiculous/Violet_Twilight-v0.2 base_model:TheDrummer/Rocinante-12B-v1.1 base_model:merge:TheDrummer/Rocinante-12B-v1.1 base_model:flammenai/Mahou-1.5-mistral-nemo-12B base_model:merge:flammenai/Mahou-1.5-mistral-nemo-12B base_model:nbeerbower/mistral-nemo-gutenberg-12B-v4 base_model:merge:nbeerbower/mistral-nemo-gutenberg-12B-v4 license:cc-by-4.0 autotrain_compatible text-generation-inference endpoints_compatible region:us
---
base_model:
- TheDrummer/Rocinante-12B-v1.1
- Epiculous/Violet_Twilight-v0.2
- nbeerbower/mistral-nemo-gutenberg-12B-v4
- flammenai/Mahou-1.5-mistral-nemo-12B
language:
- en
library_name: transformers
license: cc-by-4.0
tags:
- storywriting
- text adventure
- creative
- story
- writing
- fiction
- roleplaying
- rp
- mergekit
- merge
---

![pic](https://huggingface.co/FallenMerick/MN-Chunky-Lotus-12B/resolve/main/chunky-lotus.jpg)

# MN-Chunky-Lotus-12B

I had originally planned to use this model for future/further merges, but decided to go ahead and release it since it scored rather high on my local EQ Bench testing (79.58 w/ 100% parsed @ 8-bit).
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Bear in mind that most models tend to score a bit higher on my own local tests as compared to their posted scores. Still, its the highest score I've personally seen from all the models I've tested.
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Its a decent model, with great emotional intelligence and acceptable adherence to various character personalities. It does a good job at roleplaying despite being a bit bland at times.
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Overall, I like the way it writes, but it has a few formatting issues that show up from time to time, and it has an uncommon tendency to paste walls of character feelings/intentions at the end of some outputs without any prompting. This is something I hope to correct with future iterations.
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

GGUF quants:
* https://huggingface.co/backyardai/MN-Chunky-Lotus-12B-GGUF
* https://huggingface.co/mradermacher/MN-Chunky-Lotus-12B-GGUF
* https://huggingface.co/mradermacher/MN-Chunky-Lotus-12B-i1-GGUF
* https://huggingface.co/FallenMerick/MN-Chunky-Lotus-12B-GGUF

## Merge Details
### Merge Method

This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method.

### Models Merged

The following models were included in the merge:
* [Epiculous/Violet_Twilight-v0.2](https://huggingface.co/Epiculous/Violet_Twilight-v0.2)
* [nbeerbower/mistral-nemo-gutenberg-12B-v4](https://huggingface.co/nbeerbower/mistral-nemo-gutenberg-12B-v4)
* [flammenai/Mahou-1.5-mistral-nemo-12B](https://huggingface.co/flammenai/Mahou-1.5-mistral-nemo-12B)

### Configuration


The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Epiculous/Violet_Twilight-v0.2
    parameters:
      weight: 1.0
      density: 1.0
  - model: nbeerbower/mistral-nemo-gutenberg-12B-v4
    parameters:
      weight: 1.0
      density: 0.54
  - model: flammenai/Mahou-1.5-mistral-nemo-12B
    parameters:
      weight: 1.0
      density: 0.26
merge_method: ties
base_model: TheDrummer/Rocinante-12B-v1.1
parameters:
  normalize: true
dtype: bfloat16

```
The idea behind this recipe was to take the long-form writing capabilities of Gutenberg, curtail it a bit with the very short output formatting of Mahou, and use Violet Twilight as an extremely solid roleplaying foundation underneath.
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Rocinante is used as the base model in this merge in order to really target the delta weights from Gutenberg, since those seemed to have the highest impact on the resulting EQ of the model.
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Special shoutout to [@matchaaaaa](https://huggingface.co/matchaaaaa) for helping with testing, and for all the great model recommendations. Also, for just being an all around great person who's really inspired and motivated me to continue merging and working on models.
