---
tags:
- finetuned
- quantized
- 4-bit
- AWQ
- transformers
- pytorch
- mistral
- instruct
- text-generation
- conversational
- license:apache-2.0
- autotrain_compatible
- endpoints_compatible
- text-generation-inference
- region:us
- finetune
- chatml
- DPO
- RLHF
- gpt4
- synthetic data
- distillation
model-index:
  - name: Nous-Hermes-2-Mistral-7B-DPO
    results: []
datasets:
  - teknium/OpenHermes-2.5
license: apache-2.0
language:
  - en
quantized_by: Suparious
pipeline_tag: text-generation
model_creator: NousResearch
model_name: Nous Hermes 2 - Mistral 7B - DPO
inference: false
prompt_template: '<|im_start|>system

  {system_message}<|im_end|>

  <|im_start|>user

  {prompt}<|im_end|>

  <|im_start|>assistant

  '
---
# Nous Hermes 2 - Mistral 7B - DPO

- Model creator: [NousResearch](https://huggingface.co/NousResearch)
- Original model: [WestLake 7B v2](https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B)

The model prior to DPO was trained on 1,000,000 instructions/chats of GPT-4 quality or better, primarily synthetic data as well as other high quality datasets, available from the repository [teknium/OpenHermes-2.5](https://huggingface.co/datasets/teknium/OpenHermes-2.5).

```plaintext
@misc{Nous-Hermes-2-Mistral-7B-DPO, 
      url={[https://huggingface.co/NousResearch/Nous-Hermes-2-Mistral-7B-DPO](https://huggingface.co/NousResearch/Nous-Hermes-2-Mistral-7B-DPO)}, 
      title={Nous Hermes 2 Mistral 7B DPO}, 
      author={"Teknium", "theemozilla", "karan4d", "huemin_art"}
}
```

![image/png](https://cdn-uploads.huggingface.co/production/uploads/6317aade83d8d2fd903192d9/PDleZIZK3vE3ATfXRRySv.png)

## Model Description

Nous Hermes 2 on Mistral 7B DPO is the new flagship 7B Hermes! This model was DPO'd from [Teknium/OpenHermes-2.5-Mistral-7B](https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B) and has improved across the board on all benchmarks tested - AGIEval, BigBench Reasoning, GPT4All, and TruthfulQA.

The model prior to DPO was trained on 1,000,000 instructions/chats of GPT-4 quality or better, primarily synthetic data as well as other high quality datasets, available from the repository [teknium/OpenHermes-2.5](https://huggingface.co/datasets/teknium/OpenHermes-2.5).

## Thank you to FluidStack for sponsoring compute for this model