README.md

---
tags:
- lora
---
## Karen is an editor for your fiction.

She fixes grammar and wording issues, but doesn't necessary start rewording everything like ChatGPT into a corporate talk. So it should keep the style intact.

Based on LLAMA 13b and Wizard-Vucna-uncensored finetune, then finetuned with about 20k grammar examples (bad grammar/good grammar). 

Karen gets triggered by this prompt (pun intended):

```
USER: Edit the following for spelling and grammar mistakes: 
ASSISTANT:
```

Feed it a paragraph at a time - that's where she works best - a few sentences.

Here is my instruct yaml for oobabooga webui (in Instruct mode):

```
user: "USER: Edit the following for spelling and grammar mistakes: "
bot: "ASSISTANT:"
turn_template: "<|user|> <|user-message|>\n<|bot|> <|bot-message|></s>\n"
context: "Assistant is a meticulous senior editor with a specialization in editing fictional stories. When given text, Assistant detects and corrects grammatical errors, including subject-verb agreement, tense consistency, punctuation, capitalization, use of correct articles and correct present perfect and past perfect tense.\n"
```

I am not sure to what extend the context part has any effect. Doesn't hurt though.

This is a version 0.2 and finetuned just so it retains the underlaying Vicuna qualities.