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README.md

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+
+---
+
+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
+
+---
+
+![](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
+```