---
base_model:
- Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B
- bluuwhale/L3-SthenoMaidBlackroot-8B-V1
- Casual-Autopsy/Halu-L3-Stheno-BlackOasis-8B
- migtissera/Llama-3-8B-Synthia-v3.5
- tannedbum/L3-Nymeria-Maid-8B
- Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B
- ChaoticNeutrals/Hathor_RP-v.01-L3-8B
- tannedbum/L3-Nymeria-8B
- Sao10K/L3-8B-Stheno-v3.1
- cgato/L3-TheSpice-8b-v0.8.3
- ChaoticNeutrals/Poppy_Porpoise-1.4-L3-8B
- ChaoticNeutrals/Hathor_RP-v.01-L3-8B
- aifeifei798/llama3-8B-DarkIdol-1.0
- Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B
library_name: transformers
tags:
- mergekit
- merge
- not-for-all-audiences
- nsfw
- rp
- roleplay
- role-play
language:
- en
pipeline_tag: text-generation
---
# L3-Uncen-Merger-Omelette-RP-EXPERIMENTAL

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

# Merge Details

An expiremental merger inspired by the merger recipe of [invisietch/EtherealRainbow-v0.3-8B](https://huggingface.co/invisietch/EtherealRainbow-v0.3-8B) combined with a merger technique known as merge densification( [grimjim/kunoichi-lemon-royale-v3-32K-7B](https://huggingface.co/grimjim/kunoichi-lemon-royale-v3-32K-7B) )

The model recipe ended up being something I can only describe as making an omelette. Hence the model name.

The models are scrambled with Dare Ties to induce a bit of randomness, then the Dare Ties merges are merged into themselves with SLERP to repair any holes cause by Dare Ties, and finally a bunch of high creativity models are thrown into the merger through merge densification(Task Arithmetic).

This model uses a bunch of the top models of the UGI Leaderboard, I picked out a few of the top 8B models of each category. Most of the high creativity models in the last step were found through Lewdiculus' account uploads

## Merge Method

Dare Ties, SLERP, and Task Arithmetic

## Models Merged

The following models were included in the merge:
* [Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B](https://huggingface.co/Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B)
* [bluuwhale/L3-SthenoMaidBlackroot-8B-V1](https://huggingface.co/bluuwhale/L3-SthenoMaidBlackroot-8B-V1)
* [Casual-Autopsy/Halu-L3-Stheno-BlackOasis-8B](https://huggingface.co/Casual-Autopsy/Halu-L3-Stheno-BlackOasis-8B)
* An unreleased Psycology merger of mine
* [migtissera/Llama-3-8B-Synthia-v3.5](https://huggingface.co/migtissera/Llama-3-8B-Synthia-v3.5)
* [tannedbum/L3-Nymeria-Maid-8B](https://huggingface.co/tannedbum/L3-Nymeria-Maid-8B)
* [Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B](https://huggingface.co/Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B)
* [ChaoticNeutrals/Hathor_RP-v.01-L3-8B](https://huggingface.co/ChaoticNeutrals/Hathor_RP-v.01-L3-8B)
* [tannedbum/L3-Nymeria-8B](https://huggingface.co/tannedbum/L3-Nymeria-8B)
* [Sao10K/L3-8B-Stheno-v3.1](https://huggingface.co/Sao10K/L3-8B-Stheno-v3.1)
* [cgato/L3-TheSpice-8b-v0.8.3](https://huggingface.co/cgato/L3-TheSpice-8b-v0.8.3)
* [ChaoticNeutrals/Poppy_Porpoise-1.4-L3-8B](https://huggingface.co/ChaoticNeutrals/Poppy_Porpoise-1.4-L3-8B)
* [ChaoticNeutrals/Hathor_RP-v.01-L3-8B](https://huggingface.co/ChaoticNeutrals/Hathor_RP-v.01-L3-8B)
* [aifeifei798/llama3-8B-DarkIdol-1.0](https://huggingface.co/aifeifei798/llama3-8B-DarkIdol-1.0)
* [Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B](https://huggingface.co/Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B)

# Secret Sauce

The following YAML configurations was used to produce this model:

## Scrambled-Egg-1

```yaml
models:
  - model: Casual-Autopsy/Halu-L3-Stheno-BlackOasis-8B
  - model: Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B
    parameters:
      density: 0.45
      weight: 0.33
  - model: bluuwhale/L3-SthenoMaidBlackroot-8B-V1
    parameters:
      density: 0.75
      weight: 0.33
merge_method: dare_ties
base_model: Casual-Autopsy/Halu-L3-Stheno-BlackOasis-8B
parameters:
  int8_mask: true
dtype: bfloat16
```

## Scrambled-Egg-2

```yaml
models:
  - model: [An unreleased psychology merger of mine]
  - model: migtissera/Llama-3-8B-Synthia-v3.5
    parameters:
      density: 0.35
      weight: 0.25
  - model: tannedbum/L3-Nymeria-Maid-8B
    parameters:
      density: 0.65
      weight: 0.25
merge_method: dare_ties
base_model: [An unreleased psychology merger of mine]
parameters:
  int8_mask: true
dtype: bfloat16
```

## Scrambled-Egg-3

```yaml
models:
  - model: Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B
  - model: tannedbum/L3-Nymeria-8B
    parameters:
      density: 0.5
      weight: 0.35
  - model: ChaoticNeutrals/Hathor_RP-v.01-L3-8B
    parameters:
      density: 0.4
      weight: 0.2
merge_method: dare_ties
base_model: Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B
parameters:
  int8_mask: true
dtype: bfloat16
```

## Omelette-1

```yaml
models:
  - model: Casual-Autopsy/Scrambled-Egg-1
  - model: Casual-Autopsy/Scrambled-Egg-3
merge_method: slerp
base_model: Casual-Autopsy/Scrambled-Egg-1
parameters:
  t:
    - value: [0.1, 0.15, 0.2, 0.4, 0.6, 0.4, 0.2, 0.15, 0.1]
  embed_slerp: true
dtype: bfloat16

```

## Omelette-2

```yaml
models:
  - model: Casual-Autopsy/Omelette-1
  - model: Casual-Autopsy/Scrambled-Egg-2
merge_method: slerp
base_model: Casual-Autopsy/Omelette-1
parameters:
  t:
    - value: [0.7, 0.5, 0.3, 0.25, 0.2, 0.25, 0.3, 0.5, 0.7]
  embed_slerp: true
dtype: bfloat16

```

## L3-Uncen-Merger-Omelette-8B-EXPERIMENTAL

```yaml
models:
  - model: Casual-Autopsy/Omelette-2
  - model: Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B
    parameters:
      weight: 0.07
  - model: ChaoticNeutrals/Hathor_RP-v.01-L3-8B
    parameters:
      weight: 0.01
  - model: Sao10K/L3-8B-Stheno-v3.1
    parameters:
      weight: 0.015
  - model: aifeifei798/llama3-8B-DarkIdol-1.0
    parameters:
      weight: 0.015
  - model: cgato/L3-TheSpice-8b-v0.8.3
    parameters:
      weight: 0.02
  - model: ChaoticNeutrals/Poppy_Porpoise-1.4-L3-8B
    parameters:
      weight: 0.02
merge_method: task_arithmetic
base_model: Casual-Autopsy/Omelette-2
dtype: bfloat16
```