duyntnet/mistral-nemo-12b-arliai-rpmax-v1.1-imatrix-gguf overview

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      "license": "other",
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      "pipeline_tag": "text-generation",
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    "summary": "ArliAI-RPMax-12B-v1.1 is a variant based on Mistral Nemo 12B Instruct 2407. This is arguably the most successful RPMax model due to how Mistral is already very uncensored in the first place. ### Training Details * **Sequence Length**: 8192 * **Training Duration**: Approximately 2 days on 2x3090Ti * **Epochs**: 1 epoch training for minimized repetition sickness * **QLORA**: 64-rank 128-alpha, resulting in ~2% trainable weights * **Learning Rate**: 0.00001 * **Gradient accumulation**: Very low 32 for better learning. ### Suggested Prompt Format Mistral Instruct Prompt Format ### Open LLM Leaderboard Evaluation Results Detailed results can be found here |      Metric       |Value| |-------------------|----:| |Avg.               |20.64| |IFEval (0-Shot)    |53.49| |BBH (3-Shot)       |24.81| |MATH Lvl 5 (4-Shot)| 9.21| |GPQA (0-shot)      | 4.25| |MuSR (0-shot)      | 5.56| |MMLU-PRO (5-shot)  |26.49|",
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    "readme_markdown": "---\nlicense: other\nlanguage:\n- en\npipeline_tag: text-generation\ninference: false\ntags:\n- transformers\n- gguf\n- imatrix\n- Mistral-Nemo-12B-ArliAI-RPMax-v1.1\n---\nQuantizations of https://huggingface.co/ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.1\n\n### Inference Clients/UIs\n* [llama.cpp](https://github.com/ggerganov/llama.cpp)\n* [KoboldCPP](https://github.com/LostRuins/koboldcpp)\n* [ollama](https://github.com/ollama/ollama)\n* [text-generation-webui](https://github.com/oobabooga/text-generation-webui)\n* [jan](https://github.com/janhq/jan)\n* [GPT4All](https://github.com/nomic-ai/gpt4all)\n---\n\n# From original readme\n\nArliAI-RPMax-12B-v1.1 is a variant based on Mistral Nemo 12B Instruct 2407.\n\nThis is arguably the most successful RPMax model due to how Mistral is already very uncensored in the first place.\n\n### Training Details\n\n* **Sequence Length**: 8192\n* **Training Duration**: Approximately 2 days on 2x3090Ti\n* **Epochs**: 1 epoch training for minimized repetition sickness\n* **QLORA**: 64-rank 128-alpha, resulting in ~2% trainable weights\n* **Learning Rate**: 0.00001\n* **Gradient accumulation**: Very low 32 for better learning.\n\n### Suggested Prompt Format\n\nMistral Instruct Prompt Format\n\n### [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)\nDetailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_ArliAI__ArliAI-RPMax-12B-v1.1)\n\n|      Metric       |Value|\n|-------------------|----:|\n|Avg.               |20.64|\n|IFEval (0-Shot)    |53.49|\n|BBH (3-Shot)       |24.81|\n|MATH Lvl 5 (4-Shot)| 9.21|\n|GPQA (0-shot)      | 4.25|\n|MuSR (0-shot)      | 5.56|\n|MMLU-PRO (5-shot)  |26.49|\n\n",
    "related_quantizations": []
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  "last_modified": "2025-02-27T02:56:29.000Z",
  "created_at": "2025-02-27T00:55:35.000Z",
  "pipeline_tag": "text-generation",
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