transformers gguf merge mergekit lazymergekit not-for-all-audiences nsfw rp roleplay role-play text-generation en base_model:Cas-Warehouse/Llama-3-Mopeyfied-Psychology-v2 base_model:merge:Cas-Warehouse/Llama-3-Mopeyfied-Psychology-v2 base_model:Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B base_model:merge:Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B base_model:Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B base_model:merge:Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B base_model:Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B base_model:merge:Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B base_model:Casual-Autopsy/L3-Uncen-Merger-Omelette-RP-v0.2-8B base_model:merge:Casual-Autopsy/L3-Uncen-Merger-Omelette-RP-v0.2-8B base_model:Nitral-AI/Hathor_Stable-v0.2-L3-8B base_model:merge:Nitral-AI/Hathor_Stable-v0.2-L3-8B base_model:Sao10K/L3-8B-Stheno-v3.1 base_model:merge:Sao10K/L3-8B-Stheno-v3.1 base_model:aifeifei798/llama3-8B-DarkIdol-2.1-Uncensored-32K base_model:merge:aifeifei798/llama3-8B-DarkIdol-2.1-Uncensored-32K base_model:bluuwhale/L3-SthenoMaidBlackroot-8B-V1 base_model:merge:bluuwhale/L3-SthenoMaidBlackroot-8B-V1 base_model:migtissera/Llama-3-8B-Synthia-v3.5 base_model:merge:migtissera/Llama-3-8B-Synthia-v3.5 base_model:tannedbum/L3-Nymeria-8B base_model:merge:tannedbum/L3-Nymeria-8B base_model:tannedbum/L3-Nymeria-Maid-8B base_model:merge:tannedbum/L3-Nymeria-Maid-8B license:llama3 model-index endpoints_compatible region:us conversational
---
base_model:
- Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B
- bluuwhale/L3-SthenoMaidBlackroot-8B-V1
- Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B
- Cas-Warehouse/Llama-3-Mopeyfied-Psychology-v2
- tannedbum/L3-Nymeria-8B
- migtissera/Llama-3-8B-Synthia-v3.5
- Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B
- tannedbum/L3-Nymeria-Maid-8B
- Casual-Autopsy/L3-Uncen-Merger-Omelette-RP-v0.2-8B
- aifeifei798/llama3-8B-DarkIdol-2.1-Uncensored-32K
- Nitral-AI/Hathor_Stable-v0.2-L3-8B
- Sao10K/L3-8B-Stheno-v3.1
language:
- en
library_name: transformers
license: llama3
pipeline_tag: text-generation
tags:
- merge
- mergekit
- lazymergekit
- not-for-all-audiences
- nsfw
- rp
- roleplay
- role-play
model-index:
- name: L3-Umbral-Mind-RP-v2.0-8B
  results:
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: IFEval (0-Shot)
      type: HuggingFaceH4/ifeval
      args:
        num_few_shot: 0
    metrics:
    - type: inst_level_strict_acc and prompt_level_strict_acc
      value: 71.23
      name: strict accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Casual-Autopsy/L3-Umbral-Mind-RP-v2.0-8B
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: BBH (3-Shot)
      type: BBH
      args:
        num_few_shot: 3
    metrics:
    - type: acc_norm
      value: 32.49
      name: normalized accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Casual-Autopsy/L3-Umbral-Mind-RP-v2.0-8B
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MATH Lvl 5 (4-Shot)
      type: hendrycks/competition_math
      args:
        num_few_shot: 4
    metrics:
    - type: exact_match
      value: 10.12
      name: exact match
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Casual-Autopsy/L3-Umbral-Mind-RP-v2.0-8B
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: GPQA (0-shot)
      type: Idavidrein/gpqa
      args:
        num_few_shot: 0
    metrics:
    - type: acc_norm
      value: 4.92
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Casual-Autopsy/L3-Umbral-Mind-RP-v2.0-8B
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MuSR (0-shot)
      type: TAUR-Lab/MuSR
      args:
        num_few_shot: 0
    metrics:
    - type: acc_norm
      value: 5.55
      name: acc_norm
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Casual-Autopsy/L3-Umbral-Mind-RP-v2.0-8B
      name: Open LLM Leaderboard
  - task:
      type: text-generation
      name: Text Generation
    dataset:
      name: MMLU-PRO (5-shot)
      type: TIGER-Lab/MMLU-Pro
      config: main
      split: test
      args:
        num_few_shot: 5
    metrics:
    - type: acc
      value: 30.26
      name: accuracy
    source:
      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Casual-Autopsy/L3-Umbral-Mind-RP-v2.0-8B
      name: Open LLM Leaderboard
---

![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXeiuCm7c8lEwEJuRey9kiVZsRn2W-b4pWlu3-X534V3YmVuVc2ZL-NXg2RkzSOOS2JXGHutDuyyNAUtdJI65jGTo8jT9Y99tMi4H4MqL44Uc5QKG77B0d6-JfIkZHFaUA71-RtjyYZWVIhqsNZcx8-OMaA?key=xt3VSDoCbmTY7o-cwwOFwQ)

# QuantFactory/L3-Umbral-Mind-RP-v2.0-8B-GGUF
This is quantized version of [Casual-Autopsy/L3-Umbral-Mind-RP-v2.0-8B](https://huggingface.co/Casual-Autopsy/L3-Umbral-Mind-RP-v2.0-8B) created using llama.cpp

# Original Model Card


| <img src="https://huggingface.co/Casual-Autopsy/L3-Umbral-Mind-RP-v3-8B/resolve/main/63073798_p0_master1200.jpg" style="display: block; margin: auto;"> |
|:---:|
| Image by ろ47 |
| |

# Merge

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

***
## Merge Details

The goal of this merge was to make an RP model better suited for role-plays with heavy themes such as but not limited to:
- Mental illness
- Self-harm
- Trauma
- Suicide

I hated how RP models tended to be overly positive and hopeful with role-plays involving such themes,
but thanks to [failspy/Llama-3-8B-Instruct-MopeyMule](https://huggingface.co/failspy/Llama-3-8B-Instruct-MopeyMule) this problem has been lessened considerably.

If you're an enjoyer of savior/reverse savior type role-plays like myself, then this model is for you.

***
## Usage Info

This model is meant to be used with asterisks/quotes RPing formats, any other format that isn't asterisks/quotes is likely to cause issues

***
## Quants

* [imatrix quants](https://huggingface.co/mradermacher/L3-Umbral-Mind-RP-v2.0-8B-i1-GGUF) by mradermacher
* [Static quants](https://huggingface.co/mradermacher/L3-Umbral-Mind-RP-v2.0-8B-GGUF) by mradermacher

* Exl2:
  - [L3-Umbral-Mind-RP-v2.0-8B-8bpw-h8-exl2](https://huggingface.co/riveRiPH/L3-Umbral-Mind-RP-v2.0-8B-8bpw-h8-exl2) by riveRiPH
  - [L3-Umbral-Mind-RP-v2.0-8B-6.3bpw-h8-exl2](https://huggingface.co/Casual-Autopsy/L3-Umbral-Mind-RP-v2.0-8B-6.3bpw-h8-exl2) by yours truly
  - [L3-Umbral-Mind-RP-v2.0-8B-5.3bpw-h6-exl2](https://huggingface.co/riveRiPH/L3-Umbral-Mind-RP-v2.0-8B-5.3bpw-h6-exl2) by riveRiPH

***
## Merge Method

This model was merged using several Task Arithmetic merges and then tied together with a Model Stock merge, followed by another Task Arithmetic merge with a model containing psychology data.

### Models Merged

The following models were included in the merge:
* [Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B](https://huggingface.co/Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B)
* [bluuwhale/L3-SthenoMaidBlackroot-8B-V1](https://huggingface.co/bluuwhale/L3-SthenoMaidBlackroot-8B-V1)
* [Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B](https://huggingface.co/Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B)
* [Cas-Warehouse/Llama-3-Mopeyfied-Psychology-v2](https://huggingface.co/Cas-Warehouse/Llama-3-Mopeyfied-Psychology-v2)
* [tannedbum/L3-Nymeria-8B](https://huggingface.co/tannedbum/L3-Nymeria-8B)
* [migtissera/Llama-3-8B-Synthia-v3.5](https://huggingface.co/migtissera/Llama-3-8B-Synthia-v3.5)
* [Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B](https://huggingface.co/Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B)
* [tannedbum/L3-Nymeria-Maid-8B](https://huggingface.co/tannedbum/L3-Nymeria-Maid-8B)
* [Casual-Autopsy/L3-Uncen-Merger-Omelette-RP-v0.2-8B](https://huggingface.co/Casual-Autopsy/L3-Uncen-Merger-Omelette-RP-v0.2-8B)
* [aifeifei798/llama3-8B-DarkIdol-2.1-Uncensored-32K](https://huggingface.co/aifeifei798/llama3-8B-DarkIdol-2.1-Uncensored-32K)
* [Nitral-AI/Hathor_Stable-v0.2-L3-8B](https://huggingface.co/Nitral-AI/Hathor_Stable-v0.2-L3-8B)
* [Sao10K/L3-8B-Stheno-v3.1](https://huggingface.co/Sao10K/L3-8B-Stheno-v3.1)

***
## Evaluation Results

### [Open LLM Leaderboard](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)

Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_Casual-Autopsy__L3-Umbral-Mind-RP-v2.0-8B)

**Explaination for AI RP newbies:** IFEval is the most important evaluation for RP AIs as it determines how well it can follow OOC, Lorebooks, and most importantly character cards.
The rest don't matter. At least not nearly as much as IFEval.

|      Metric       |Value|
|-------------------|----:|
|Avg.               |25.76|
|IFEval (0-Shot)    |71.23|
|BBH (3-Shot)       |32.49|
|MATH Lvl 5 (4-Shot)|10.12|
|GPQA (0-shot)      | 4.92|
|MuSR (0-shot)      | 5.55|
|MMLU-PRO (5-shot)  |30.26|

### [UGI Leaderboard](https://huggingface.co/spaces/DontPlanToEnd/UGI-Leaderboard)

Information about the metrics can be found at the bottom of the [UGI Leaderboard](https://huggingface.co/spaces/DontPlanToEnd/UGI-Leaderboard) in the respective tabs.

|Metric(UGI-Leaderboard)  | Value | Value |  Metric(Writing Style)|
|:------------------------|:-----:|:-----:|----------------------:|
|UGI(Avg.)                |31.82  |0.107  |RegV1                  |
|W/10                     |5.83   |0.096  |RegV2                  |
|Unruly                   |43.3   |0.05   |MyScore                |
|Internet                 |20     |9.12   |ASSS                   |
|Stats                    |23.6   |0      |SMOG                   |
|Writing                  |33.8   |1.47   |Yule                   |
|PolContro                |38.3   |       |                       |

***
## Secret Sauce

The following YAML configurations were used to produce this model:

### Umbral-1

```yaml
models:
  - model: Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B
  - model: bluuwhale/L3-SthenoMaidBlackroot-8B-V1
    parameters:
      density: 0.45
      weight: 0.4
  - model: Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B
    parameters:
      density: 0.65
      weight: 0.1
merge_method: dare_ties
base_model: Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B
parameters:
  int8_mask: true
dtype: bfloat16
```

### Umbral-2

```yaml
models:
  - model: Cas-Warehouse/Llama-3-Mopeyfied-Psychology-v2
  - model: tannedbum/L3-Nymeria-8B
    parameters:
      density: 0.45
      weight: 0.25
  - model: migtissera/Llama-3-8B-Synthia-v3.5
    parameters:
      density: 0.65
      weight: 0.25
merge_method: dare_ties
base_model: Cas-Warehouse/Llama-3-Mopeyfied-Psychology-v2
parameters:
  int8_mask: true
dtype: bfloat16
```

### Umbral-3

```yaml
models:
  - model: Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B
  - model: tannedbum/L3-Nymeria-Maid-8B
    parameters:
      density: 0.4
      weight: 0.3
  - model: Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B
    parameters:
      density: 0.6
      weight: 0.2
merge_method: dare_ties
base_model: Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B
parameters:
  int8_mask: true
dtype: bfloat16
```

### Mopey-Omelette

```yaml
models:
  - model: Casual-Autopsy/L3-Uncen-Merger-Omelette-RP-v0.2-8B
  - model: Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B
    parameters:
      weight: 0.15
merge_method: task_arithmetic
base_model: Casual-Autopsy/L3-Uncen-Merger-Omelette-RP-v0.2-8B
dtype: bfloat16
```

### Umbral-Mind-1

```yaml
models:
  - model: Casual-Autopsy/Umbral-1
  - model: Casual-Autopsy/Umbral-3
merge_method: slerp
base_model: Casual-Autopsy/Umbral-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
```

### Umbral-Mind-2

```yaml
models:
  - model: Casual-Autopsy/Umbral-Mind-1
  - model: Casual-Autopsy/Umbral-2
merge_method: slerp
base_model: Casual-Autopsy/Umbral-Mind-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
```

### Umbral-Mind-3

```yaml
models:
  - model: Casual-Autopsy/Umbral-Mind-2
  - model: Casual-Autopsy/Mopey-Omelette
merge_method: slerp
base_model: Casual-Autopsy/Umbral-Mind-2
parameters:
  t:
    - value: [0.2, 0.25, 0.3, 0.4, 0.3, 0.25, 0.2, 0.25, 0.3, 0.4, 0.3, 0.25, 0.2]
  embed_slerp: true
dtype: bfloat16
```

### L3-Umbral-Mind-RP-v2.0-8B

```yaml
models:
  - model: Casual-Autopsy/Umbral-Mind-3
  - model: Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B
    parameters:
      weight: 0.04
  - model: aifeifei798/llama3-8B-DarkIdol-2.1-Uncensored-32K
    parameters:
      weight: 0.02
  - model: Nitral-AI/Hathor_Stable-v0.2-L3-8B
    parameters:
      weight: 0.02
  - model: Sao10K/L3-8B-Stheno-v3.1
    parameters:
      weight: 0.01
merge_method: task_arithmetic
base_model: Casual-Autopsy/Umbral-Mind-3
dtype: bfloat16
```
