README.md

---
base_model:
- rasyosef/Llama-3.1-Minitron-4B-Chat
- anthracite-org/magnum-v2-4b
- Delta-Vector/Holland-4B-V1
- nvidia/Llama-3.1-Minitron-4B-Width-Base
- Magpie-Align/MagpieLM-4B-Chat-v0.1
- bunnycore/LLama-3.1-4B-TitanFusion
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 [nvidia/Llama-3.1-Minitron-4B-Width-Base](https://huggingface.co/nvidia/Llama-3.1-Minitron-4B-Width-Base) as a base.

### Models Merged

The following models were included in the merge:
* [rasyosef/Llama-3.1-Minitron-4B-Chat](https://huggingface.co/rasyosef/Llama-3.1-Minitron-4B-Chat)
* [anthracite-org/magnum-v2-4b](https://huggingface.co/anthracite-org/magnum-v2-4b)
* [Delta-Vector/Holland-4B-V1](https://huggingface.co/Delta-Vector/Holland-4B-V1)
* [Magpie-Align/MagpieLM-4B-Chat-v0.1](https://huggingface.co/Magpie-Align/MagpieLM-4B-Chat-v0.1)
* [bunnycore/LLama-3.1-4B-TitanFusion](https://huggingface.co/bunnycore/LLama-3.1-4B-TitanFusion)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: anthracite-org/magnum-v2-4b
    parameters:
      weight: 1
      density: 1

  - model: Magpie-Align/MagpieLM-4B-Chat-v0.1
    parameters:
      weight: 1
      density: 1
      
  - model: rasyosef/Llama-3.1-Minitron-4B-Chat
    parameters:
      weight: 1
      density: 1

  - model: bunnycore/LLama-3.1-4B-TitanFusion
    parameters:
      weight: 1
      density: 1

  - model: Delta-Vector/Holland-4B-V1
    parameters:
      weight: 1
      density: 1

merge_method: ties
base_model: nvidia/Llama-3.1-Minitron-4B-Width-Base
parameters:
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16

```