|
|
|
--- |
|
|
|
language: |
|
- en |
|
license: llama3 |
|
library_name: transformers |
|
tags: |
|
- merge |
|
- mergekit |
|
- lazymergekit |
|
- not-for-all-audiences |
|
- nsfw |
|
- rp |
|
- roleplay |
|
- role-play |
|
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 |
|
pipeline_tag: text-generation |
|
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 |
|
|
|
--- |
|
|
|
 |
|
|
|
# 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 |
|
``` |
|
|
