transformers safetensors mixtral text-generation merge moe license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us
---
license: apache-2.0
tags:
- merge
- moe
---
Open_Gpt4_v0.2

![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/642cc1c253e76b4c2286c58e/T7QKB0fKNHQvNqAjm8zrH.jpeg)

This model is a TIES merger of Mixtral-8x7B-Instruct-v0.1  and bagel-8x7b-v0.2 with MixtralOrochi8x7B being the Base model.


I was very impressed with MixtralOrochi8x7B performance and multifaceted usecases as it is already a merger of many usefull Mixtral models such as Mixtral instruct, 
Noromaid-v0.1-mixtral, openbuddy-mixtral and possibly other models that were not named. My goal was to expand the models capabilities and make it even more useful of a model, maybe even competitive with closed source models like Gpt-4. But for that more testing is required. I hope the community can help me determine if its deserving of its name. 😊

This is the second iteration of this model, using better models in the merger to improve performance (hopefully).

Base model: 

- https://huggingface.co/smelborp/MixtralOrochi8x7B

Merged models:

- https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1

- https://huggingface.co/jondurbin/bagel-8x7b-v0.2


Instruct template: Alpaca


Merger config:
```
models:
  - model: Mixtral-8x7B-Instruct-v0.1
    parameters:
      density: .5
      weight: .7
  - model: bagel-8x7b-v0.2
    parameters:
      density: .5
      weight: 1


merge_method: ties
base_model: MixtralOrochi8x7B
parameters:
  normalize: true
  int8_mask: true
dtype: float16

```