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---
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
```
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