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---
base_model:
- trollek/Qwen2.5-7B-CySecButler-v0.1
library_name: transformers
tags:
- mergekit
- merge
license: apache-2.0
language:
- en
---
# Qwen2.5-7B-CySecButler-v0.1-iMat-GGUF
Model: [Qwen2.5-7B-CySecButler-v0.1](https://huggingface.co/trollek/Qwen2.5-7B-CySecButler-v0.1)  
Creator: [trollek](https://huggingface.co/trollek)

## Quantization notes
Made with llama.cpp-b3938 with imatrix based on exllamav2 calibration data.

# Original model card
# Qwen2.5-7B-CySecButler-v0.1

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit) with the purpose of making coding and cyber security tasks a bit more fun.


# Apache-2.0 + WhiteRabbitNeo Extended Version

# WhiteRabbitNeo Extension to Apache-2.0 Licence: Usage Restrictions

```
You agree not to use the Model or Derivatives of the Model:

-	In any way that violates any applicable national or international law or regulation or infringes upon the lawful rights and interests of any third party; 
-	For military use in any way;
-	For the purpose of exploiting, harming or attempting to exploit or harm minors in any way; 
-	To generate or disseminate verifiably false information and/or content with the purpose of harming others; 
-	To generate or disseminate inappropriate content subject to applicable regulatory requirements;
-	To generate or disseminate personal identifiable information without due authorization or for unreasonable use; 
-	To defame, disparage or otherwise harass others; 
-	For fully automated decision making that adversely impacts an individual’s legal rights or otherwise creates or modifies a binding, enforceable obligation; 
-	For any use intended to or which has the effect of discriminating against or harming individuals or groups based on online or offline social behavior or known or predicted personal or personality characteristics; 
-	To exploit any of the vulnerabilities of a specific group of persons based on their age, social, physical or mental characteristics, in order to materially distort the behavior of a person pertaining to that group in a manner that causes or is likely to cause that person or another person physical or psychological harm; 
-	For any use intended to or which has the effect of discriminating against individuals or groups based on legally protected characteristics or categories.
```

## Merge Details
### Merge Method

This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [Qwen/Qwen2.5-7B](https://huggingface.co/Qwen/Qwen2.5-7B) as a base.

### Models Merged

The following models were included in the merge:
* [FourOhFour/Vapor_v2_7B](https://huggingface.co/FourOhFour/Vapor_v2_7B)
* [bunnycore/Qwen-2.5-7b-TitanFusion-v5-Exp](https://huggingface.co/bunnycore/Qwen-2.5-7b-TitanFusion-v5-Exp)
* [bunnycore/Qwen2.5-7B-HyperMix](https://huggingface.co/bunnycore/Qwen2.5-7B-HyperMix)
* [WhiteRabbitNeo/WhiteRabbitNeo-2.5-Qwen-2.5-Coder-7B](https://huggingface.co/WhiteRabbitNeo/WhiteRabbitNeo-2.5-Qwen-2.5-Coder-7B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: FourOhFour/Vapor_v2_7B
  - model: bunnycore/Qwen2.5-7B-HyperMix
  - model: WhiteRabbitNeo/WhiteRabbitNeo-2.5-Qwen-2.5-Coder-7B
  - model: bunnycore/Qwen-2.5-7b-TitanFusion-v5-Exp
merge_method: model_stock
base_model: Qwen/Qwen2.5-7B
dtype: bfloat16

```