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Model: Undi95/Borealis-10.7B-DPO
Source: Original Platform
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2026-05-12 03:43:33 +08:00
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---
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.
<!-- description start -->
## 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.
<!-- description end -->
<!-- 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
<!-- description end -->
<!-- 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).

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"hidden_act": "silu",
"hidden_size": 4096,
"initializer_range": 0.02,
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"torch_dtype": "bfloat16",
"transformers_version": "4.37.0.dev0",
"use_cache": false,
"vocab_size": 32004
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