---
base_model:
- TheDrummer/Anubis-70B-v1
- SicariusSicariiStuff/Negative_LLAMA_70B
- LatitudeGames/Wayfarer-Large-70B-Llama-3.3
- KaraKaraWitch/Llama-MiraiFanfare-3.3-70B
- Black-Ink-Guild/Pernicious_Prophecy_70B
- KaraKaraWitch/Llama-3.X-Workout-70B
library_name: transformers
tags:
- mergekit
- merge

---

<div style="text-align:center;"><a href="https://www.youtube.com/watch?v=4PQ8tOQaDeE"><img style="margin:auto; max-width:100%;" src="https://cdn-uploads.huggingface.co/production/uploads/633e85093a17ab61de8d9073/FGK0qBGmELj6DEUxbbrdR.png"></a></div>

New merge. This an experiment to increase the "Madness" in a model. Merge is based on top UGI-Bench models (So yeah, I would think this would be benchmaxxing.)

This is the second time I'm using SCE. The previous MagicalGirl model seems to be quite happy with it.

Added `KaraKaraWitch/Llama-MiraiFanfare-3.3-70B` based on feedback I got from others (People generally seem to remember this rather than other models). So I'm not sure how this would play into the merge.

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

## UGI-Results

Pretty interesting. As of 05/03/25, it's in the top 10th:

| Bench         | Results            |
|---------------|--------------------|
| UGI-Score     | 52.48 / 100        |
| Unruly        | 3.8 / 10           |
| Internet      | 5.1 / 10           |
| Society       | 5.4 / 10           |
| Willing       | 7 / 10             |
| NatInt        | 41.86 / 100        |
| Coding        | 22                 |
| Politial Lean | −3.9% (Liberalism) |

## Merge Details
### Merge Method

This model was merged using the [SCE](https://arxiv.org/abs/2408.07990) merge method using [KaraKaraWitch/Llama-3.X-Workout-70B](https://huggingface.co/KaraKaraWitch/Llama-3.X-Workout-70B) as a base.

### Models Merged

The following models were included in the merge:
* [TheDrummer/Anubis-70B-v1](https://huggingface.co/TheDrummer/Anubis-70B-v1)
* [SicariusSicariiStuff/Negative_LLAMA_70B](https://huggingface.co/SicariusSicariiStuff/Negative_LLAMA_70B)
* [LatitudeGames/Wayfarer-Large-70B-Llama-3.3](https://huggingface.co/LatitudeGames/Wayfarer-Large-70B-Llama-3.3)
* [KaraKaraWitch/Llama-MiraiFanfare-3.3-70B](https://huggingface.co/KaraKaraWitch/Llama-MiraiFanfare-3.3-70B)
* [Black-Ink-Guild/Pernicious_Prophecy_70B](https://huggingface.co/Black-Ink-Guild/Pernicious_Prophecy_70B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: SicariusSicariiStuff/Negative_LLAMA_70B
  - model: TheDrummer/Anubis-70B-v1
  - model: KaraKaraWitch/Llama-MiraiFanfare-3.3-70B
  - model: Black-Ink-Guild/Pernicious_Prophecy_70B
  - model: LatitudeGames/Wayfarer-Large-70B-Llama-3.3

merge_method: sce
base_model: KaraKaraWitch/Llama-3.X-Workout-70B
parameters:
  select_topk: 1.0
dtype: bfloat16
```