
# 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

### 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 using mergekit with the following configuration:


```
base_model: mistralai/Mistral-7B-Instruct-v0.2
dtype: float16
gate_mode: cheap_embed
experts:
  - source_model: HuggingFaceH4/zephyr-7b-beta
    positive_prompts: ["You are an helpful general-pupose assistant."]
  - source_model: mistralai/Mistral-7B-Instruct-v0.2
    positive_prompts: ["You are helpful assistant."]
  - source_model: teknium/OpenHermes-2.5-Mistral-7B
    positive_prompts: ["You are helpful a coding assistant."]
  - source_model: meta-math/MetaMath-Mistral-7B
    positive_prompts: ["You are an assistant good at math."]
 ```

The method and code used to quantize the model is explained here:
[Maixtchup: Make Your Own Mixture of Experts with Mergekit](https://kaitchup.substack.com/p/maixtchup-make-your-own-mixture-of)

## Uses

This model is pre-trained and not fine-tuned. You may fine-tune it with PEFT using adapters.


## Model Card Contact

[The Kaitchup](https://kaitchup.substack.com/)
{"language": ["en"], "license": "apache-2.0", "library_name": "transformers", "tags": ["moe"]}
transformers safetensors mixtral text-generation moe conversational en license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us