---
license: cc-by-nc-4.0
tags:
- not-for-all-audiences
- nsfw
---

## Borealis

![image/png](https://cdn-uploads.huggingface.co/production/uploads/63ab1241ad514ca8d1430003/ieXwQCpyL7AX659Z7ivxA.png)

Borealis-10.7B-DPO is a 10.7B model made of 48 Mistral 7B layers, finetuned for +70h on 2xA6000 on a big RP and Conversational dataset with llama2 configuration of Axolotl, like SOLAR.

This variant had a DPO train on top of it.

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## Description

This repo contains fp16 files of Borealis-10.7B-DPO, a conversational model.

The goal of this model isn't to break all benchmark, but to have a better RP/ERP/Conversational model.

It was trained on multiple basic dataset to make it intelligent, but majority of the dataset was basic conversations.

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<!-- description start -->
## Dataset used

- NobodyExistsOnTheInternet/ToxicQAFinal
- teknium/openhermes
- unalignment/spicy-3.1
- Doctor-Shotgun/no-robots-sharegpt
- Undi95/toxic-dpo-v0.1-sharegpt
- Aesir [1], [2], [3-SFW], [3-NSFW]
- lemonilia/LimaRP
- Squish42/bluemoon-fandom-1-1-rp-cleaned
- Undi95/ConversationChronicles-sharegpt-SHARDED (2 sets, modified)

## DPO Dataset used

- Intel/orca_dpo_pairs
- NobodyExistsOnTheInternet/ToxicDPOqa
- Undi95/toxic-dpo-v0.1-NoWarning

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<!-- prompt-template start -->
## Prompt format: NsChatml
```
<|im_system|>
{sysprompt}<|im_end|>
<|im_user|>
{input}<|im_end|>
<|im_bot|>
{output}<|im_end|>
```

## Others

If you want to support me, you can [here](https://ko-fi.com/undiai).