---
inference: false
language:
- en
library_name: transformers
pipeline_tag: text-generation
tags:
- mixtral
- mergekit
- merge
license: apache-2.0
datasets:
- jondurbin/airoboros-3.2
---

# Air-Striker-Mixtral-8x7B-Instruct-ZLoss

Experimental model, trained using config and [Transformers/Axolotl](https://github.com/DocShotgun/axolotl) forks provided by [Doctor-Shotgun](https://huggingface.co/Doctor-Shotgun)

Model was fine-tuned from [Mixtral-8x7B-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-v0.1) with airoboros-3.2 dataset, for 4 epochs, ChatML prompt format at 8K context length.

Additionally, model was then merged with [Mixtral-8x7B-Instruct-v0.1](https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1):

---

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 [linear](https://arxiv.org/abs/2203.05482) merge method.

### Models Merged

The following models were included in the merge:
* mistralai/Mixtral-8x7B-Instruct-v0.1
* LoneStriker/Air-Striker-Mixtral-8x7B-ZLoss

### Configuration

The following YAML configuration was used to produce this model:

```yaml
models:
  - model: mistralai/Mixtral-8x7B-Instruct-v0.1
    parameters:
      weight: 0.5
  - model: LoneStriker/Air-Striker-Mixtral-8x7B-ZLoss
    parameters:
      weight: 0.5
merge_method: linear
dtype: bfloat16
```