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
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.
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
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.