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--- |
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base_model: |
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- SanjiWatsuki/Silicon-Maid-7B |
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- sethuiyer/Aika-7B |
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- sethuiyer/Nandine-7b |
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- mlabonne/AlphaMonarch-7B |
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library_name: transformers |
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tags: |
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- mergekit |
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- merge |
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- not-for-all-audiences |
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license: cc |
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language: |
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- en |
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pipeline_tag: conversational |
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--- |
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# Diana-7B |
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<p align="center"> |
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<img src="https://huggingface.co/sethuiyer/Diana-7B/resolve/main/diana.webp" height="128px" alt="Diana"> |
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</p> |
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Diana-7B is a versatile AI language model designed to provide a wide range of capabilities, including conversational skills, problem-solving, information retrieval, creative writing, and logical reasoning. |
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It is a merge of the following models using [mergekit](https://github.com/cg123/mergekit): |
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1. [mlabonne/AlphaMonarch-7B](https://huggingface.co/mlabonne/AlphaMonarch-7B): This model has impressive conversational abilities, formal and sophisticated style, and strong reasoning skills. |
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2. [sethuiyer/Aika-7b](https://huggingface.co/sethuiyer/Aika-7B): A merge of SanjiWatsuki/Silicon-Maid-7B, Guilherme34/Samantha-v2, jan-hq/stealth-v1.3, and senseable/WestLake-7B-v2, Aika-7b is designed for natural and human-like interactions, accurate information delivery, comprehensive analysis, emotional intelligence, clarity, and structure. |
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3. [SanjiWatsuki/Silicon-Maid-7B](https://huggingface.co/SanjiWatsuki/Silicon-Maid-7B): This model is known for its excellent multi-turn conversational skills and logical coherence. |
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4. [sethuiyer/Nandine-7b](https://huggingface.co/sethuiyer/Nandine-7b): A merge of senseable/Westlake-7B, Guilherme34/Samantha-v2, and uukuguy/speechless-mistral-six-in-one-7b, Nandine-7b excels in narrative skill, empathetic interaction, intellectual depth, and eloquent communication. |
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By combining these models, Diana-7B offers a balanced blend of capabilities, making it suitable for various tasks and providing a comprehensive AI companion for creative writing, thoughtful discussions, problem-solving, and general assistance. However, it is essential to note that each model has its strengths and weaknesses, as outlined in the descriptions above. |
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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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base_model: mlabonne/AlphaMonarch-7B |
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dtype: bfloat16 |
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merge_method: dare_ties |
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models: |
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- model: mlabonne/AlphaMonarch-7B |
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- model: sethuiyer/Aika-7B |
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parameters: |
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density: 0.85 |
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weight: 0.30 |
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- model: SanjiWatsuki/Silicon-Maid-7B |
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parameters: |
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density: 0.85 |
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weight: 0.50 |
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- model: sethuiyer/Nandine-7b |
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parameters: |
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density: 0.85 |
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weight: 0.30 |
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parameters: |
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int8_mask: true |
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``` |
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## Prompt Template |
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```text |
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{bos}user |
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{ .Prompt }{eos} |
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{bos}assistant |
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``` |
