---
base_model:
- belyakoff/llama-3.2-3b-instruct-fine-tuned
- unsloth/Llama-3.2-3B-Instruct
- Medragondot/llama-3.2-3b-thinking
- alpindale/Llama-3.2-3B
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 [DARE TIES](https://arxiv.org/abs/2311.03099) merge method using [alpindale/Llama-3.2-3B](https://huggingface.co/alpindale/Llama-3.2-3B) as a base.

### Models Merged

The following models were included in the merge:
* [belyakoff/llama-3.2-3b-instruct-fine-tuned](https://huggingface.co/belyakoff/llama-3.2-3b-instruct-fine-tuned)
* [unsloth/Llama-3.2-3B-Instruct](https://huggingface.co/unsloth/Llama-3.2-3B-Instruct)
* [Medragondot/llama-3.2-3b-thinking](https://huggingface.co/Medragondot/llama-3.2-3b-thinking)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: alpindale/Llama-3.2-3B
    parameters:
      weight: 0.3
  - model: unsloth/Llama-3.2-3B-Instruct
    parameters:
      density: 0.3
      weight: 0.25
  - model: belyakoff/llama-3.2-3b-instruct-fine-tuned
    parameters:
      density: 0.3
      weight: 0.25
  - model: Medragondot/llama-3.2-3b-thinking
    parameters:
      density: 0.15
      weight: 0.2

merge_method: dare_ties
base_model: alpindale/Llama-3.2-3B
parameters:
  normalize: true
  int8_mask: true
dtype: bfloat16
```