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Llama-3.2-3B-All-Mix

Text Generation
Transformers
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llama
mergekit
Merge
conversational
text-generation-inference
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Llama-3.2-3B-All-Mix
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---
base_model:
- bunnycore/Llama-3.2-3B-Pure-RP
- huihui-ai/Llama-3.2-3B-Instruct-abliterated
- Lyte/Llama-3.2-3B-Overthinker
library_name: transformers
tags:
- mergekit
- merge

---

## Model Overview

The Llama-3.2-3B-All-Mix model is a merged language model that combines the strengths of multiple models using the TIES merge method. This model is designed to provide a balanced performance across various tasks and domains.

### Capabilities

* The Llama-3.2-3B-All-Mix model is capable of:

- Generating human-like text
- Conversational dialogue
- Roleplay
- Long-form reasoning
- Answering questions
- Summarizing text

## The following models were included in the merge:

- bunnycore/Llama-3.2-3B-Pure-RP: This model is particularly well-suited for roleplay tasks, allowing for more engaging and interactive conversations.
- Lyte/Llama-3.2-3B-Overthinker: This model excels at long-form reasoning and is capable of generating more in-depth and thoughtful responses.

# 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 [TIES](https://arxiv.org/abs/2306.01708) 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:
* [bunnycore/Llama-3.2-3B-Pure-RP](https://huggingface.co/bunnycore/Llama-3.2-3B-Pure-RP)
* [Lyte/Llama-3.2-3B-Overthinker](https://huggingface.co/Lyte/Llama-3.2-3B-Overthinker)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: Lyte/Llama-3.2-3B-Overthinker
    parameters:
      density: 0.5
      weight: 0.5
  - model: bunnycore/Llama-3.2-3B-Pure-RP
    parameters:
      density: 0.5
      weight: 0.5

merge_method: ties
base_model: huihui-ai/Llama-3.2-3B-Instruct-abliterated
parameters:
  normalize: false
  int8_mask: true
dtype: float16
```