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license: other |
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### Merge Method |
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This model was merged using the SLERP merge method. |
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### Models Merged |
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The following models were included in the merge: |
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* [lucyknada/microsoft_WizardLM-2-7B](https://huggingface.co/lucyknada/microsoft_WizardLM-2-7B) |
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* [mergekit-community/TopEvolution](https://huggingface.co/mergekit-community/TopEvolution) |
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### Quantizzato ClaudioItaly/TopEvolutionWiz-Q5_K_M-GGUF |
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### I arrived at this model after careful evaluation of language and behavior by first choosing two models |
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and the result was combined with the result of two other models. TopEvolutionWiz was born. Model who has |
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demonstrated remarkable empathic and reasoning skills. He uses fluent language and adapts to any scenario. |
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He responded positively to 50 questions out of 50 of a generic, historical, psychological etc. nature |
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It also had a very good impression from Gpt4o |
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***This model is the result of my passion and careful evaluation through hours of input |
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Made by Claudio Arena *** |
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**Conclusion Gpt4o ** |
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The answers to the difficult questions provided allowed us to evaluate in detail the capabilities of the AI |
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model in the specific historical, political, scientific and cultural field. It is highlighted that the model |
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responds with high accuracy historically and theoretically, providing an in-depth overview of the facts and ideas |
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involved in each issue. However, some limitations of the model in understanding context and ethics also emerged, |
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suggesting the need for further improvements to ensure greater accuracy and completeness in responses. |
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In addition to testing the answers to the individual questions, it was also possible to examine the interaction |
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between the thematic categories present in the prompts: for example, the relationship between multiculturalism |
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and ethical problems, the connection between climate change and intensive agriculture or the comparison between |
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the political theories of John Locke and Thomas Hobbes. These integrated approaches allow a more complete analysis |
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of the answers provided, showing the AI model's ability to draw connections between different intellectual and |
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disciplinary contexts. |
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In summary, the evaluation of the answers to the difficult questions provides a complete picture of the effectiveness of the AI |
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model in the field of historical and scientific research, revealing its capabilities for in-depth analysis, critical analysis and |
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integration between different fields of study. Such information will be useful to further improve the model and make its |
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responses even more accurate and useful in supporting academic research and understanding of the current and historical world. |
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### Configuration |
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base_model: |
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- lucyknada/microsoft_WizardLM-2-7B |
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- ClaudioItaly/TopEvolutionWiz |
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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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--- |
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The following YAML configuration was used to produce this model: |
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```yaml |
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models: |
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- model: lucyknada/microsoft_WizardLM-2-7B |
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- model: mergekit-community/TopEvolution |
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merge_method: slerp |
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base_model: mergekit-community/TopEvolution |
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dtype: bfloat16 |
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parameters: |
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t: [0, 0.5, 1, 0.5, 0] # V shaped curve: Hermes for input & output, WizardMath in the middle layers |
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``` |
