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--- |
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pipeline_tag: text-generation |
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library_name: transformers |
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language: |
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- en |
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license: llama3 |
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tags: |
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- mergekit |
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- merge |
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- multi-step merge |
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- rp |
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- roleplay |
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- role-play |
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- chain-of-thoughts |
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- summarization |
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- emotion classification |
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- biology |
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- psychology |
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base_model: |
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- nothingiisreal/L3-8B-Celeste-v1 |
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- Nitral-AI/Hathor_Tahsin-L3-8B-v0.85 |
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- Sao10K/L3-8B-Stheno-v3.2 |
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- ChaoticNeutrals/Poppy_Porpoise-1.0-L3-8B |
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- Sao10K/L3-8B-Lunaris-v1 |
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- turboderp/llama3-turbcat-instruct-8b |
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- ChaoticNeutrals/Domain-Fusion-L3-8B |
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- migtissera/Llama-3-8B-Synthia-v3.5 |
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- TheDrummer/Llama-3SOME-8B-v2 |
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- ChaoticNeutrals/Hathor_RP-v.01-L3-8B |
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- TheSkullery/llama-3-cat-8b-instruct-v1 |
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- FPHam/L3-8B-Everything-COT |
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- Ayush-1722/Meta-Llama-3-8B-Instruct-Summarize-v0.2-24K-LoRANET-Merged |
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- OEvortex/Emotional-llama-8B |
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- lighteternal/Llama3-merge-biomed-8b |
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- Casual-Autopsy/Llama3-merge-psychotherapy-8b |
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--- |
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| <img src="https://huggingface.co/Casual-Autopsy/L3-Super-Nova-RP-8B/resolve/main/Card-Assets/NovaKid-Girl.jpeg" width="50%" height="50%" style="display: block; margin: auto;"> | |
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|:---:| |
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| Image generated by [mayonays_on_toast](https://civitai.com/user/mayonays_on_toast) - [Sauce](https://civitai.com/images/10153472) | |
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*** |
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*** |
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*** |
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# L3-Super-Nova-RP-8B |
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*** |
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*** |
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## Presets |
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I've(or anyone else) yet to find good Textgen Preset so here's the starting point preset I use instead, It should get you by for now. |
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```yaml |
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Top K: 50 |
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Top P: 0.85 |
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Repetition Penalty: 1.01 |
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# Don't make this higher, DRY handles the bulk of Squashing Repetition. |
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# This is justs to lightly nudge the bot to move the plot forward |
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Rep Pen Range: 2048 # Don't make this higher either. |
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Presence Penalty: 0.03 # Minor encouragement to use synonyms. |
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Smoothing Factor: 0.3 |
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DRY Repetition Penalty: |
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Multiplier: 0.8 |
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Base: 1.75 |
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Allowed Length: 2 |
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Penalty Range: 4096 |
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Dynamic Temperature: |
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Min Temp: 0.5 |
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Max Temp: 1.25 |
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Exponent: 0.85 |
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``` |
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*** |
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*** |
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## Usage Info |
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Some of the **INT** models were chosen with some of SillyTavern's features in mind, such as emotion based sprites, dynamic music, and pretty much any feature, extension, or STscript that uses sumarization. With that said, it's recommended to use SillyTavern as your front-end. |
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While not required, I'd recommend building the story string prompt with Lorebooks rather than using the Advance Formatting menu. The only thing you really need in the Story String prompt within Advance Formatting is the system prompt. Doing it this way tends to keep the character more consistent as the RP goes on as all character card info is locked to a certain depth rather than getting further and further away within the context. |
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*** |
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*** |
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## Quants |
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*** |
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*** |
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## Merge Info |
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The merge methods used were **Ties**, **Dare Ties**, **Breadcrumbs Ties**, **SLERP**, and **Task Arithmetic**. |
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The model was finished off with both **Merge Densification**, and **Negative Weighting** tenchniques to boost creativity. |
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All merging steps had the merge calculations done in **float32** and were output as **bfloat16**. |
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*** |
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### Models Merged |
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The following models were used to make this merge: |
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* [nothingiisreal/L3-8B-Celeste-v1](https://huggingface.co/nothingiisreal/L3-8B-Celeste-v1) |
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* [Nitral-AI/Hathor_Tahsin-L3-8B-v0.85](https://huggingface.co/Nitral-AI/Hathor_Tahsin-L3-8B-v0.85) |
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* [Sao10K/L3-8B-Stheno-v3.2](https://huggingface.co/Sao10K/L3-8B-Stheno-v3.2) |
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* [ChaoticNeutrals/Poppy_Porpoise-1.0-L3-8B](https://huggingface.co/ChaoticNeutrals/Poppy_Porpoise-1.0-L3-8B) |
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* [Sao10K/L3-8B-Lunaris-v1](https://huggingface.co/Sao10K/L3-8B-Lunaris-v1) |
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* [turboderp/llama3-turbcat-instruct-8b](https://huggingface.co/turboderp/llama3-turbcat-instruct-8b) |
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* [ChaoticNeutrals/Domain-Fusion-L3-8B](https://huggingface.co/ChaoticNeutrals/Domain-Fusion-L3-8B) |
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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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* [TheDrummer/Llama-3SOME-8B-v2](https://huggingface.co/TheDrummer/Llama-3SOME-8B-v2) |
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* [ChaoticNeutrals/Hathor_RP-v.01-L3-8B](https://huggingface.co/ChaoticNeutrals/Hathor_RP-v.01-L3-8B) |
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* [TheSkullery/llama-3-cat-8b-instruct-v1](https://huggingface.co/TheSkullery/llama-3-cat-8b-instruct-v1) |
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* [FPHam/L3-8B-Everything-COT](https://huggingface.co/FPHam/L3-8B-Everything-COT) |
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* [Ayush-1722/Meta-Llama-3-8B-Instruct-Summarize-v0.2-24K-LoRANET-Merged](https://huggingface.co/Ayush-1722/Meta-Llama-3-8B-Instruct-Summarize-v0.2-24K-LoRANET-Merged) |
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* [OEvortex/Emotional-llama-8B](https://huggingface.co/OEvortex/Emotional-llama-8B) |
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* [lighteternal/Llama3-merge-biomed-8b](https://huggingface.co/lighteternal/Llama3-merge-biomed-8b) |
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* [Casual-Autopsy/Llama3-merge-psychotherapy-8b](https://huggingface.co/Casual-Autopsy/Llama3-merge-psychotherapy-8b) |
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*** |
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*** |
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## Evaluation Results |
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*** |
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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. |N/A| |
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|IFEval (0-Shot) |N/A| |
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|BBH (3-Shot) |N/A| |
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|MATH Lvl 5 (4-Shot)|N/A| |
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|GPQA (0-shot) |N/A| |
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|MuSR (0-shot) |N/A| |
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|MMLU-PRO (5-shot) |N/A| |
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*** |
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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.) |N/A|N/A|RegV1 | |
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|W/10 |N/A|N/A|RegV2 | |
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|Unruly |N/A|N/A|MyScore | |
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|Internet |N/A|N/A|ASSS | |
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|Stats |N/A|N/A|SMOG | |
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|Writing |N/A|N/A|Yule | |
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|PolContro |N/A| | | |
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*** |
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*** |
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## Secret Sauce |
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The following YAML configs were used to make this merge. |
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*** |
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### Super-Nova-CRE_pt.1 |
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```yaml |
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``` |
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*** |
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### Super-Nova-CRE_pt.2 |
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```yaml |
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``` |
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*** |
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### Super-Nova-UNC_pt.1 |
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```yaml |
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``` |
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*** |
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### Super-Nova-UNC_pt.2 |
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```yaml |
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``` |
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*** |
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### Super-Nova-INT_pt.1 |
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```yaml |
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``` |
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*** |
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### Super-Nova-INT_pt.2 |
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```yaml |
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``` |
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*** |
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### Super-Nova-CRE |
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```yaml |
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``` |
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*** |
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### Super-Nova-UNC |
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```yaml |
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``` |
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*** |
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### Super-Nova-INT |
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```yaml |
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``` |
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*** |
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### Super-Nova-RP_pt.1 |
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```yaml |
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``` |
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*** |
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### Super-Nova-RP_pt.2 |
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```yaml |
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``` |
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*** |
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### L3-Super-Nova-RP-8B |
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```yaml |
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``` |
