---
language:
- en
---
![image/png](MergeMonster.png)
# MergeMonster
An unsupervised merging algorithm for Transformers-based language models, using a list of phrases (both good and bad) and a fully automated strategy that strives to decrease (or increase) the probability of these phrases occurring in the final merge.

[Code available here](https://github.com/Gryphe/MergeMonster/tree/main)

This repo serves as a place to store various promising quantizations of merges produced by the Merge Monster.

## Current variations

- **MergeMonster-7b** - First model: Mistral 0.1, with the objective to reduce overused GPT style roleplaying phrases.
- **MergeMonster-13b** - First model: MythoMax, with the objective to reduce overused GPT style roleplaying phrases.
- **MergeMonster-Decensored-7b** - First model: Mistral 0.1, with the objective to reduce refusals on a global level.
- **MergeMonster-Decensored-13b** - First model: MythoMax, with the objective to reduce refusals on a global level.
- **MergeMonster-WritingStyle-7b** - First model: Mistral 0.1, with the singular goal to increase the chance of completing a nicely written roleplaying paragraph.