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Llama-3.2-3B-Blend

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Llama-3.2-3B-Blend
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---
base_model:
- Shaleen123/llama-3.2-3B-chain-reasoning
- bunnycore/Llama-3.2-3B-RP-DeepThink
- huihui-ai/Llama-3.2-3B-Instruct-abliterated
- NousResearch/Hermes-3-Llama-3.2-3B
- huihui-ai/Llama-3.2-3B-Instruct-abliterated
- bunnycore/Llama-3.2-3B-Smart-v1-lora
library_name: transformers
tags:
- mergekit
- merge

---
# merge

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

## Merge Details
### Merge Method

This model was merged using the [Model Stock](https://arxiv.org/abs/2403.19522) merge method using [huihui-ai/Llama-3.2-3B-Instruct-abliterated](https://huggingface.co/huihui-ai/Llama-3.2-3B-Instruct-abliterated) as a base.

### Models Merged

The following models were included in the merge:
* [Shaleen123/llama-3.2-3B-chain-reasoning](https://huggingface.co/Shaleen123/llama-3.2-3B-chain-reasoning)
* [bunnycore/Llama-3.2-3B-RP-DeepThink](https://huggingface.co/bunnycore/Llama-3.2-3B-RP-DeepThink)
* [NousResearch/Hermes-3-Llama-3.2-3B](https://huggingface.co/NousResearch/Hermes-3-Llama-3.2-3B)
* [huihui-ai/Llama-3.2-3B-Instruct-abliterated](https://huggingface.co/huihui-ai/Llama-3.2-3B-Instruct-abliterated) + [bunnycore/Llama-3.2-3B-Smart-v1-lora](https://huggingface.co/bunnycore/Llama-3.2-3B-Smart-v1-lora)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

merge_method: model_stock
dtype: bfloat16
normalize: true
base_model: huihui-ai/Llama-3.2-3B-Instruct-abliterated
models:
  - model: NousResearch/Hermes-3-Llama-3.2-3B
    parameters:
      weight: 7
      density: 0.7
  - model: huihui-ai/Llama-3.2-3B-Instruct-abliterated+bunnycore/Llama-3.2-3B-Smart-v1-lora
    parameters:
      weight: 7
      density: 0.8
  - model: bunnycore/Llama-3.2-3B-RP-DeepThink
    parameters:
      weight: 7
      density: 0.8
  - model: Shaleen123/llama-3.2-3B-chain-reasoning
    parameters:
      weight: 7
      density: 0.8



```