---
base_model:
- nvidia/Mistral-NeMo-Minitron-8B-Instruct
- rasyosef/Mistral-NeMo-Minitron-8B-Chat
- Delta-Vector/Tor-8B
- nvidia/Mistral-NeMo-Minitron-8B-Base
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/Mistral-NeMo-Minitron-8B-Base](https://huggingface.co/nvidia/Mistral-NeMo-Minitron-8B-Base) as a base.

### Models Merged

The following models were included in the merge:
* [nvidia/Mistral-NeMo-Minitron-8B-Instruct](https://huggingface.co/nvidia/Mistral-NeMo-Minitron-8B-Instruct)
* [rasyosef/Mistral-NeMo-Minitron-8B-Chat](https://huggingface.co/rasyosef/Mistral-NeMo-Minitron-8B-Chat)
* [Delta-Vector/Tor-8B](https://huggingface.co/Delta-Vector/Tor-8B)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: rasyosef/Mistral-NeMo-Minitron-8B-Chat
    parameters:
      weight: 1
      density: 1

  - model: Delta-Vector/Tor-8B
    parameters:
      weight: 1
      density: 1
      
  - model: nvidia/Mistral-NeMo-Minitron-8B-Instruct
    parameters:
      weight: 1
      density: 1

merge_method: ties
base_model: nvidia/Mistral-NeMo-Minitron-8B-Base
parameters:
  density: 1
  normalize: true
  int8_mask: true
dtype: bfloat16

```