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--- |
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base_model: |
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- ammarali32/multi_verse_model |
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- jeiku/Theory_of_Mind_Roleplay_Mistral |
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- ammarali32/multi_verse_model |
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- jeiku/Alpaca_NSFW_Shuffled_Mistral |
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- ammarali32/multi_verse_model |
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- jeiku/Theory_of_Mind_Mistral |
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- ammarali32/multi_verse_model |
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- jeiku/Gnosis_Reformatted_Mistral |
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- ammarali32/multi_verse_model |
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- ammarali32/multi_verse_model |
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- jeiku/Re-Host_Limarp_Mistral |
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- ammarali32/multi_verse_model |
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- jeiku/Luna_LoRA_Mistral |
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library_name: transformers |
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license: cc-by-nc-4.0 |
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tags: |
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- mergekit |
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- merge |
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language: |
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- en |
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--- |
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 |
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Multi verse img! |
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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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## Merge Details |
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* This merge is entirely experimental, I've only tested it a few times but it seems to work? Thanks for all the loras jeiku. I keep getting driver crashes training my own :\ |
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* Update, It scores well! My highest scoring model so far |
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* Self testing results, it can handle non-human characters surprisingly well and does well seperating human actions from non-human actions. I'm happy with it :3 |
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* Works with alpaca best, Loras' are alpaca. But works with chatml too! |
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### Merge Method |
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This model was merged using the [task arithmetic](https://arxiv.org/abs/2212.04089) merge method using [ammarali32/multi_verse_model](https://huggingface.co/ammarali32/multi_verse_model) as a base. |
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### Models Merged |
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The following models were included in the merge: |
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* [ammarali32/multi_verse_model](https://huggingface.co/ammarali32/multi_verse_model) + [jeiku/Theory_of_Mind_Roleplay_Mistral](https://huggingface.co/jeiku/Theory_of_Mind_Roleplay_Mistral) |
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* [ammarali32/multi_verse_model](https://huggingface.co/ammarali32/multi_verse_model) + [jeiku/Alpaca_NSFW_Shuffled_Mistral](https://huggingface.co/jeiku/Alpaca_NSFW_Shuffled_Mistral) |
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* [ammarali32/multi_verse_model](https://huggingface.co/ammarali32/multi_verse_model) + [jeiku/Theory_of_Mind_Mistral](https://huggingface.co/jeiku/Theory_of_Mind_Mistral) |
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* [ammarali32/multi_verse_model](https://huggingface.co/ammarali32/multi_verse_model) + [jeiku/Gnosis_Reformatted_Mistral](https://huggingface.co/jeiku/Gnosis_Reformatted_Mistral) |
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* [ammarali32/multi_verse_model](https://huggingface.co/ammarali32/multi_verse_model) + [jeiku/Re-Host_Limarp_Mistral](https://huggingface.co/jeiku/Re-Host_Limarp_Mistral) |
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* [ammarali32/multi_verse_model](https://huggingface.co/ammarali32/multi_verse_model) + [jeiku/Luna_LoRA_Mistral](https://huggingface.co/jeiku/Luna_LoRA_Mistral) |
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### Configuration |
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The following YAML configuration was used to produce this model: |
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```yaml |
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merge_method: task_arithmetic |
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base_model: ammarali32/multi_verse_model |
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parameters: |
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normalize: true |
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models: |
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- model: ammarali32/multi_verse_model+jeiku/Gnosis_Reformatted_Mistral |
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parameters: |
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weight: 0.7 |
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- model: ammarali32/multi_verse_model+jeiku/Theory_of_Mind_Roleplay_Mistral |
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parameters: |
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weight: 0.65 |
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- model: ammarali32/multi_verse_model+jeiku/Luna_LoRA_Mistral |
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parameters: |
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weight: 0.5 |
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- model: ammarali32/multi_verse_model+jeiku/Re-Host_Limarp_Mistral |
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parameters: |
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weight: 0.8 |
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- model: ammarali32/multi_verse_model+jeiku/Alpaca_NSFW_Shuffled_Mistral |
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parameters: |
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weight: 0.75 |
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- model: ammarali32/multi_verse_model+jeiku/Theory_of_Mind_Mistral |
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parameters: |
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weight: 0.7 |
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dtype: float16 |
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``` |
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard) |
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_saishf__Multi-Verse-RP-7B) |
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| Metric |Value| |
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|---------------------------------|----:| |
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|Avg. |74.73| |
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|AI2 Reasoning Challenge (25-Shot)|72.35| |
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|HellaSwag (10-Shot) |88.37| |
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|MMLU (5-Shot) |63.94| |
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|TruthfulQA (0-shot) |73.19| |
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|Winogrande (5-shot) |84.14| |
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|GSM8k (5-shot) |66.41| |
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