For AIxD we used the parts or newsletters from internet princess and writtings from our community member Eryk Salvaggio

Hi Hugging face 🫶

Follow the step-by-step instructions (README) inside the Files on Hugging face

rayne fisher-quann @INTERNETPRINCESS

How to use brandtune for your own brand

The UI is made using Gradio, which makes it easy to create complex components like chatbot. On the next image you can see the code that defines the interface.

Note that this was just the beginning of the process. You need to finetune your “metaprompt” till you will be satisfied with the results. You need to try change/update various stuff to try what works for you

Messages are sent from the user to the OpenAI servers, where ChatGPT generates a response and sends it back. This is then displayed via Gradio (UI)

Language models alternatives

From collected insides, you can build “metaprompt”. Which is one long prompt containing all the information about your brand.

To be able to create a “metapromt” we defined 10 brand insides with some specifications.

How to work with different media platforms. (FB, INSTAGRAM, TWITTER) Should we define for which platform is caption for?

Connecting Eventbrite and similar app so you can skip rewriting date and time.

Finetuning emoji and hastags

What happend if we add into metapromt organisations which we likes “write like Hugging face or Vice media” without writting example

As a use case, we’ll aim to create copy/captions for AIxD

Making it accessible for everyone. So without technical difficulties

Explore ways to generate text in a very specific tone of voice - optimized not for a ‘general purpose’ but for a defined context

Instead of aiming for general BIG BIG models - what if we try to fine-tune micro-models to specific needs and contexts? Instead of pretending ‘one-size-fits-all’, we ‘tailor’ our models. Situated intelligence instead of general intelligence

It is possible not only to imitate but also to improve the tone of voice with CHAT GPT?

Can we make AI models less generic, more situated, and tailored to our needs?

Thank you to all hackathon team members for kicking of the idea and made me think about this topic

Can we fine-tune an LLM on the AIxD brand tone of voice so it can help us write social media captions?

The idea started during Prague AI hackathon during April 2023.

WHO lead julie ditetova coding Václav Volhejn WHEN 🗓️ May + June 2023

To specify your brand tone of voice it is good to use examples or captions which will fit the spirit of your brand. And insert them to your “metaprompt”

Brand tune is hosted on Hugging Face Spaces. They allow you to host this app for free, which runs on one of their cheap servers. It doesn’t require a more powerful server because the hard part - generating that text using ChatGPT - runs on the OpenAI side

Examples of medias we like how they write

OpenAI API is what you have to pay for - you can set limits on how much it allows you to spend. Don’t worry the actual cost is very low.

You can see how the “metaprompt” for AIxDesign community looks like

system demonstration in OpenAI Playground

0. Your brand ✅ 1. Insight ✅ 2. Target audience ✅ 3. Vision ✅ 4. Mission ✅ 5. Solution ✅ 6. Core values ✅ 7. Personality type ✅ 8. Tone of voice ✅ 9. Communication pillars ✅ 10. Brand assets ✅

BrandTune.mov

Not only imitate but improve

How can we truly integrate AI tools into our existing workflows in a value-adding way?