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---
license: cc-by-nc-4.0
---
This is a unified 20B model crafted via a multi-step SLERP merge of eight 20B models. The aim was to develop a versatile "base model" for TaskArithmetic in this size class.

Merging Process:
![Mergemap](https://i.postimg.cc/kgxWt360/harmoniabracket.png)

    - model: Undi95/Emerhyst-20B
    - model: Undi95/MXLewd-L2-20B
    - model: Undi95/Lewd-Sydney-20B
    - model: athirdpath/Nethena-20b-Glued
    - model: tavtav/Rose-20B
    - model: Undi95/PsyMedRP-v1-20B
    - model: NeverSleep/Noromaid-20b-v0.1.1
    - model: Undi95/U-Amethyst-20B

The idea behind this process was to blend the unique attributes of each model while minimizing individual quirks. This approach has also shown promising results as a standalone RP model, providing a combination of high-quality writing and situational problem-solving/awareness.