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--- |
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language: |
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- en |
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license: llama3 |
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library_name: transformers |
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tags: |
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- merge |
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- mergekit |
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- lazymergekit |
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- not-for-all-audiences |
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- nsfw |
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- rp |
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- roleplay |
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- role-play |
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base_model: |
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- Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B |
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- bluuwhale/L3-SthenoMaidBlackroot-8B-V1 |
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- Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B |
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- Cas-Warehouse/Llama-3-Mopeyfied-Psychology-v2 |
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- tannedbum/L3-Nymeria-8B |
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- migtissera/Llama-3-8B-Synthia-v3.5 |
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- Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B |
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- tannedbum/L3-Nymeria-Maid-8B |
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- Casual-Autopsy/L3-Uncen-Merger-Omelette-RP-v0.2-8B |
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- aifeifei798/llama3-8B-DarkIdol-2.1-Uncensored-32K |
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- Nitral-AI/Hathor_Stable-v0.2-L3-8B |
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- Sao10K/L3-8B-Stheno-v3.1 |
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pipeline_tag: text-generation |
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model-index: |
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- name: L3-Umbral-Mind-RP-v2.0-8B |
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results: |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: IFEval (0-Shot) |
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type: HuggingFaceH4/ifeval |
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args: |
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num_few_shot: 0 |
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metrics: |
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- type: inst_level_strict_acc and prompt_level_strict_acc |
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value: 71.23 |
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name: strict accuracy |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Casual-Autopsy/L3-Umbral-Mind-RP-v2.0-8B |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: BBH (3-Shot) |
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type: BBH |
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args: |
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num_few_shot: 3 |
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metrics: |
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- type: acc_norm |
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value: 32.49 |
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name: normalized accuracy |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Casual-Autopsy/L3-Umbral-Mind-RP-v2.0-8B |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: MATH Lvl 5 (4-Shot) |
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type: hendrycks/competition_math |
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args: |
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num_few_shot: 4 |
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metrics: |
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- type: exact_match |
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value: 10.12 |
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name: exact match |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Casual-Autopsy/L3-Umbral-Mind-RP-v2.0-8B |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: GPQA (0-shot) |
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type: Idavidrein/gpqa |
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args: |
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num_few_shot: 0 |
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metrics: |
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- type: acc_norm |
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value: 4.92 |
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name: acc_norm |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Casual-Autopsy/L3-Umbral-Mind-RP-v2.0-8B |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: MuSR (0-shot) |
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type: TAUR-Lab/MuSR |
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args: |
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num_few_shot: 0 |
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metrics: |
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- type: acc_norm |
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value: 5.55 |
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name: acc_norm |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Casual-Autopsy/L3-Umbral-Mind-RP-v2.0-8B |
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name: Open LLM Leaderboard |
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- task: |
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type: text-generation |
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name: Text Generation |
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dataset: |
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name: MMLU-PRO (5-shot) |
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type: TIGER-Lab/MMLU-Pro |
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config: main |
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split: test |
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args: |
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num_few_shot: 5 |
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metrics: |
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- type: acc |
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value: 30.26 |
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name: accuracy |
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source: |
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url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Casual-Autopsy/L3-Umbral-Mind-RP-v2.0-8B |
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name: Open LLM Leaderboard |
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--- |
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| <img src="https://huggingface.co/Casual-Autopsy/L3-Umbral-Mind-RP-v3-8B/resolve/main/63073798_p0_master1200.jpg" style="display: block; margin: auto;"> | |
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|:---:| |
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| Image by ろ47 | |
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| | |
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# Merge |
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). |
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*** |
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## Merge Details |
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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: |
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- Mental illness |
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- Self-harm |
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- Trauma |
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- Suicide |
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I hated how RP models tended to be overly positive and hopeful with role-plays involving such themes, |
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but thanks to [failspy/Llama-3-8B-Instruct-MopeyMule](https://huggingface.co/failspy/Llama-3-8B-Instruct-MopeyMule) this problem has been lessened considerably. |
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If you're an enjoyer of savior/reverse savior type role-plays like myself, then this model is for you. |
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*** |
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## Usage Info |
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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 |
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*** |
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## Quants |
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* [imatrix quants](https://huggingface.co/mradermacher/L3-Umbral-Mind-RP-v2.0-8B-i1-GGUF) by mradermacher |
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* [Static quants](https://huggingface.co/mradermacher/L3-Umbral-Mind-RP-v2.0-8B-GGUF) by mradermacher |
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* Exl2: |
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- [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 |
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- [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 |
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- [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 |
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*** |
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## Merge Method |
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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. |
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### Models Merged |
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The following models were included in the merge: |
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* [Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B](https://huggingface.co/Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B) |
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* [bluuwhale/L3-SthenoMaidBlackroot-8B-V1](https://huggingface.co/bluuwhale/L3-SthenoMaidBlackroot-8B-V1) |
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* [Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B](https://huggingface.co/Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B) |
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* [Cas-Warehouse/Llama-3-Mopeyfied-Psychology-v2](https://huggingface.co/Cas-Warehouse/Llama-3-Mopeyfied-Psychology-v2) |
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* [tannedbum/L3-Nymeria-8B](https://huggingface.co/tannedbum/L3-Nymeria-8B) |
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* [migtissera/Llama-3-8B-Synthia-v3.5](https://huggingface.co/migtissera/Llama-3-8B-Synthia-v3.5) |
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* [Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B](https://huggingface.co/Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B) |
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* [tannedbum/L3-Nymeria-Maid-8B](https://huggingface.co/tannedbum/L3-Nymeria-Maid-8B) |
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* [Casual-Autopsy/L3-Uncen-Merger-Omelette-RP-v0.2-8B](https://huggingface.co/Casual-Autopsy/L3-Uncen-Merger-Omelette-RP-v0.2-8B) |
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* [aifeifei798/llama3-8B-DarkIdol-2.1-Uncensored-32K](https://huggingface.co/aifeifei798/llama3-8B-DarkIdol-2.1-Uncensored-32K) |
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* [Nitral-AI/Hathor_Stable-v0.2-L3-8B](https://huggingface.co/Nitral-AI/Hathor_Stable-v0.2-L3-8B) |
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* [Sao10K/L3-8B-Stheno-v3.1](https://huggingface.co/Sao10K/L3-8B-Stheno-v3.1) |
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*** |
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## Evaluation Results |
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### [Open LLM Leaderboard](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard) |
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_Casual-Autopsy__L3-Umbral-Mind-RP-v2.0-8B) |
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**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. |
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The rest don't matter. At least not nearly as much as IFEval. |
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| Metric |Value| |
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|-------------------|----:| |
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|Avg. |25.76| |
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|IFEval (0-Shot) |71.23| |
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|BBH (3-Shot) |32.49| |
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|MATH Lvl 5 (4-Shot)|10.12| |
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|GPQA (0-shot) | 4.92| |
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|MuSR (0-shot) | 5.55| |
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|MMLU-PRO (5-shot) |30.26| |
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### [UGI Leaderboard](https://huggingface.co/spaces/DontPlanToEnd/UGI-Leaderboard) |
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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. |
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|Metric(UGI-Leaderboard) | Value | Value | Metric(Writing Style)| |
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|:------------------------|:-----:|:-----:|----------------------:| |
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|UGI(Avg.) |31.82 |0.107 |RegV1 | |
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|W/10 |5.83 |0.096 |RegV2 | |
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|Unruly |43.3 |0.05 |MyScore | |
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|Internet |20 |9.12 |ASSS | |
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|Stats |23.6 |0 |SMOG | |
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|Writing |33.8 |1.47 |Yule | |
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|PolContro |38.3 | | | |
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*** |
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## Secret Sauce |
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The following YAML configurations were used to produce this model: |
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### Umbral-1 |
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```yaml |
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models: |
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- model: Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B |
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- model: bluuwhale/L3-SthenoMaidBlackroot-8B-V1 |
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parameters: |
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density: 0.45 |
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weight: 0.4 |
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- model: Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B |
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parameters: |
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density: 0.65 |
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weight: 0.1 |
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merge_method: dare_ties |
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base_model: Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B |
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parameters: |
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int8_mask: true |
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dtype: bfloat16 |
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``` |
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### Umbral-2 |
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```yaml |
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models: |
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- model: Cas-Warehouse/Llama-3-Mopeyfied-Psychology-v2 |
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- model: tannedbum/L3-Nymeria-8B |
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parameters: |
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density: 0.45 |
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weight: 0.25 |
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- model: migtissera/Llama-3-8B-Synthia-v3.5 |
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parameters: |
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density: 0.65 |
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weight: 0.25 |
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merge_method: dare_ties |
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base_model: Cas-Warehouse/Llama-3-Mopeyfied-Psychology-v2 |
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parameters: |
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int8_mask: true |
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dtype: bfloat16 |
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``` |
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### Umbral-3 |
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```yaml |
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models: |
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- model: Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B |
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- model: tannedbum/L3-Nymeria-Maid-8B |
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parameters: |
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density: 0.4 |
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weight: 0.3 |
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- model: Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B |
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parameters: |
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density: 0.6 |
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weight: 0.2 |
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merge_method: dare_ties |
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base_model: Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B |
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parameters: |
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int8_mask: true |
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dtype: bfloat16 |
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``` |
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### Mopey-Omelette |
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```yaml |
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models: |
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- model: Casual-Autopsy/L3-Uncen-Merger-Omelette-RP-v0.2-8B |
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- model: Cas-Warehouse/Llama-3-SOVL-MopeyMule-Blackroot-8B |
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parameters: |
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weight: 0.15 |
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merge_method: task_arithmetic |
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base_model: Casual-Autopsy/L3-Uncen-Merger-Omelette-RP-v0.2-8B |
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dtype: bfloat16 |
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``` |
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### Umbral-Mind-1 |
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```yaml |
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models: |
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- model: Casual-Autopsy/Umbral-1 |
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- model: Casual-Autopsy/Umbral-3 |
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merge_method: slerp |
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base_model: Casual-Autopsy/Umbral-1 |
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parameters: |
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t: |
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- value: [0.7, 0.5, 0.3, 0.25, 0.2, 0.25, 0.3, 0.5, 0.7] |
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embed_slerp: true |
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dtype: bfloat16 |
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``` |
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### Umbral-Mind-2 |
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```yaml |
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models: |
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- model: Casual-Autopsy/Umbral-Mind-1 |
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- model: Casual-Autopsy/Umbral-2 |
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merge_method: slerp |
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base_model: Casual-Autopsy/Umbral-Mind-1 |
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parameters: |
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t: |
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- value: [0.1, 0.15, 0.2, 0.4, 0.6, 0.4, 0.2, 0.15, 0.1] |
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embed_slerp: true |
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dtype: bfloat16 |
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``` |
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### Umbral-Mind-3 |
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```yaml |
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models: |
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- model: Casual-Autopsy/Umbral-Mind-2 |
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- model: Casual-Autopsy/Mopey-Omelette |
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merge_method: slerp |
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base_model: Casual-Autopsy/Umbral-Mind-2 |
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parameters: |
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t: |
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- 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] |
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embed_slerp: true |
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dtype: bfloat16 |
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``` |
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### L3-Umbral-Mind-RP-v2.0-8B |
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```yaml |
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models: |
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- model: Casual-Autopsy/Umbral-Mind-3 |
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- model: Casual-Autopsy/L3-Umbral-Mind-RP-v1.0-8B |
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parameters: |
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weight: 0.04 |
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- model: aifeifei798/llama3-8B-DarkIdol-2.1-Uncensored-32K |
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parameters: |
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weight: 0.02 |
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- model: Nitral-AI/Hathor_Stable-v0.2-L3-8B |
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parameters: |
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weight: 0.02 |
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- model: Sao10K/L3-8B-Stheno-v3.1 |
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parameters: |
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weight: 0.01 |
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merge_method: task_arithmetic |
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base_model: Casual-Autopsy/Umbral-Mind-3 |
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dtype: bfloat16 |
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``` |
