---
license: other
---

![2024-06-05_134122.png](https://cdn-uploads.huggingface.co/production/uploads/6460ca24cd9ba6a317c3fe49/Jb9q_zfAAady4lN-U9zBk.png)
### Merge Method

This model was merged using the SLERP merge method.

### Models Merged

The following models were included in the merge:
* [lucyknada/microsoft_WizardLM-2-7B](https://huggingface.co/lucyknada/microsoft_WizardLM-2-7B)
* [mergekit-community/TopEvolution](https://huggingface.co/mergekit-community/TopEvolution)

### I arrived at this model after careful evaluation of language and behavior by first choosing two models 
and the result was combined with the result of two other models. TopEvolutionWiz was born. Model who has 
demonstrated remarkable empathic and reasoning skills. He uses fluent language and adapts to any scenario.
He responded positively to 50 questions out of 50 of a generic, historical, psychological etc. nature
It also had a very good impression from Gpt4o

***This model is the result of my passion and careful evaluation through hours of input 
Made by Claudio Arena ***

**Conclusion Gpt4o **
The answers to the difficult questions provided allowed us to evaluate in detail the capabilities of the AI 
​​model in the specific historical, political, scientific and cultural field. It is highlighted that the model 
responds with high accuracy historically and theoretically, providing an in-depth overview of the facts and ideas 
involved in each issue. However, some limitations of the model in understanding context and ethics also emerged, 
suggesting the need for further improvements to ensure greater accuracy and completeness in responses.

In addition to testing the answers to the individual questions, it was also possible to examine the interaction 
between the thematic categories present in the prompts: for example, the relationship between multiculturalism 
and ethical problems, the connection between climate change and intensive agriculture or the comparison between 
the political theories of John Locke and Thomas Hobbes. These integrated approaches allow a more complete analysis 
of the answers provided, showing the AI ​​model's ability to draw connections between different intellectual and 
disciplinary contexts.

In summary, the evaluation of the answers to the difficult questions provides a complete picture of the effectiveness of the AI ​​
model in the field of historical and scientific research, revealing its capabilities for in-depth analysis, critical analysis and 
integration between different fields of study. Such information will be useful to further improve the model and make its 
responses even more accurate and useful in supporting academic research and understanding of the current and historical world.

### Configuration
---
---
base_model:
- lucyknada/microsoft_WizardLM-2-7B
- ClaudioItaly/TopEvolutionWiz
library_name: transformers
tags:
- mergekit
- merge
---
- 
The following YAML configuration was used to produce this model:

```yaml
models:
  - model:  lucyknada/microsoft_WizardLM-2-7B
  - model: mergekit-community/TopEvolution
merge_method: slerp
base_model: mergekit-community/TopEvolution
dtype: bfloat16
parameters:
  t: [0, 0.5, 1, 0.5, 0] # V shaped curve: Hermes for input & output, WizardMath in the middle layers

```