I have a set prompt that generates the content I’m looking for exceptionally well. I’m now interested in changing the stylistic output to one super unique (my own writing style). How could I accomplish this while retaining the power of the LLM brain?

Hi, It is hoped that a tuneable version of GPT-4 will be available by the end of the year, that should be ideal for your needs, fine tuning would be an ideal use case for this when trained on examples of your prior works. At this moment in time the only models that are tuneable are the base models…

Have you tried fine-tuning one of the base models to fit your style? You create the training data by transforming your text into neutral text, using something like GPT-4. So you have pairs like: {My text 1} → {Neutral text 1} {My text 2} → {Neutral text 2} … Then for the training file, you inv…

Definitely an interesting idea that i’ll be testing out. Will keep you updated. Could you explain the thought process for going {My Text} → {Neutral Text} first? I was thinking going {Ai Generated Text} → {Rewritten Ai Text In My Style} format. Bypassing Ai Detection Classifiers would be the ulti…

Suppose you have a large corpus of “your style” text. Either AI generated, or your own writing. So you take, say, each sentence, paragraph, “chunk” of this text, and send it to the GPT-X neutralizer (Playground link above). Then creates the corresponding neutral text. So you now have “Styled”/“N…

Could you expand on the differences between the base and instruct model fine tuning? What do people think the biggest differences will be?

The base models are what the fine tuned chat model 3.5-Turbo are based on, GPT-4 is a completely new model. Up to now, it has not been possible to fine tune these already tuned models further, they are so capable that they can be instructed to perform many of the same tasks as the original base mod…

Hi Curt, I’m in search of a solution similar to what you mentioned. It seems the URL is not working. Could you please share the original prompt for the neutralizer? Also, have you conducted any new research on this topic? Thanks!

I also need this but couldn’t find it. But searching on the Web I found this: https://promptbase.com/prompt/content-and-text-neutralizer-gpt-prompt You need to pay to get it but if you read the documentation on the right, you can probably get an idea of how to engineer it yourself: Summary of Cha…

HI, I have done similar work by fine tuning the base model and achieved amazing result in terms of cost and accuracy

Fine-tuning to change the 'stylistic output' while keeping the LLM brain knowledge?

API

Foxalabs July 18, 2023, 7:49pm 4

Super interesting idea, I would also be interested in the results.

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Fine-tuning to change the 'stylistic output' while keeping the LLM brain knowledge?

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