---
license: apache-2.0
language:
- en
tags:
- merge
library_name: transformers
---

# Model Card for Model ID

This is a mixture of experts created with [mergekit](https://github.com/cg123/mergekit) and based on [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1). 
## Model Details

The model was created using a recipe detailed in this article:
[The Mayonnaise: Rank First on the Open LLM Leaderboard with TIES-Merging
](https://kaitchup.substack.com/p/the-mayonnaise-rank-first-on-the)

### Model Description

<!-- Provide a longer summary of what this model is. -->



- **Developed by:** [The Kaitchup](https://kaitchup.substack.com/)
- **Model type:** Causal 
- **Language(s) (NLP):** English
- **License:** [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0)

### Model Sources

Created with mergekit with this configuration:
```
models:
  - model: mncai/mistral-7b-dpo-v5
    # no parameters necessary for base model
  - model: flemmingmiguel/MBX-7B
    parameters:
      density: 0.3
      weight: 0.3
  - model: BarryFutureman/NeuralTurdusVariant1-7B
    parameters:
      density: 0.3
      weight: 0.5
merge_method: ties
base_model: mncai/mistral-7b-dpo-v5
parameters:
  normalize: true
dtype: float16
```