README.md

---
base_model:
- bunnycore/Llama-3.2-1b-Mixer
- unsloth/Llama-3.2-1B-Instruct
- bunnycore/Llama-3.2-1b-chatml-lora_model
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 [TIES](https://arxiv.org/abs/2306.01708) merge method using [bunnycore/Llama-3.2-1b-Mixer](https://huggingface.co/bunnycore/Llama-3.2-1b-Mixer) as a base.

### Models Merged

The following models were included in the merge:
* [unsloth/Llama-3.2-1B-Instruct](https://huggingface.co/unsloth/Llama-3.2-1B-Instruct) + [bunnycore/Llama-3.2-1b-chatml-lora_model](https://huggingface.co/bunnycore/Llama-3.2-1b-chatml-lora_model)

### Configuration

The following YAML configuration was used to produce this model:

```yaml


models:
  - model: unsloth/Llama-3.2-1B-Instruct+bunnycore/Llama-3.2-1b-chatml-lora_model
    parameters:
      density: [1, 0.7, 0.1] # density gradient
      weight: 1.0
  - model: bunnycore/Llama-3.2-1b-Mixer
    parameters:
      density: 0.33
      weight:
        - filter: mlp
          value: 0.5
        - value: 0
merge_method: ties
base_model: bunnycore/Llama-3.2-1b-Mixer
model_type: llama
parameters:
  normalize: true
  int8_mask: true
dtype: float16
```