---
license: mit
---

### Model Description

This model is a mixture of experts merge consisting of 3 mistral based models

base model,- **openchat/openchat-3.5-0106**

code expert,- **beowolx/CodeNinja-1.0-OpenChat-7B**

math expert,- **meta-math/MetaMath-Mistral-7B**

### Usage

```from transformers import AutoModelForCausalLM, AutoTokenizer

model_id = "mistral-community/Mixtral-8x22B-v0.1"
tokenizer = AutoTokenizer.from_pretrained(model_id)

model = AutoModelForCausalLM.from_pretrained(model_id)

text = "Hello my name is"
inputs = tokenizer(text, return_tensors="pt")

outputs = model.generate(**inputs, max_new_tokens=20)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))```