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---
license: other
language:
- en
pipeline_tag: text-generation
inference: false
tags:
- transformers
- gguf
- imatrix
- Borealis-10.7B-DPO
---
Quantizations of https://huggingface.co/Undi95/Borealis-10.7B-DPO
### Inference Clients/UIs
* [llama.cpp](https://github.com/ggerganov/llama.cpp)
* [KoboldCPP](https://github.com/LostRuins/koboldcpp)
* [ollama](https://github.com/ollama/ollama)
* [text-generation-webui](https://github.com/oobabooga/text-generation-webui)
* [GPT4All](https://github.com/nomic-ai/gpt4all)
* [jan](https://github.com/janhq/jan)
---
# From original readme
## Borealis
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|>
``` |