improve text-to-image task page

[linoytsaban]

some improvements & updates to task page

[merveenoyan]

Thanks a lot 💗💗

[merveenoyan]

Suggested change

	Personalization refers to techniques used to customize text-to-image models, where we introduce new subjects/concepts to the model so that we can then use the model to generate new images of those subjects with a text prompt. For example, one can use these techniques to generate images of themselves, using as little as one reference image. These include teaching the model a new concept both in training free manner or through fine-tuning.
	Personalization refers to techniques used to customize text-to-image models. In this technique, we introduce new subjects/concepts to the model and then use the model to generate new images of those subjects with a text prompt.
	For example, one can use these techniques to generate images of themselves, using as little as one reference image. These include teaching the model a new concept both in a training-free manner or through fine-tuning.

I am actually irritated by personal DreamBooths, to be honest, especially with the recent Korean cases where it's weaponized against women. Can you change the example?

[linoytsaban]

That's a good point. But I also feel like it's such a major use case, it's a bit odd not to mention it. Cause mentioning style Loras can also potentially be problematic on the artists angle

[linoytsaban]

perhaps mentioning both briefly?

[pcuenca]

These are good points. A couple of alternatives:

• Use "your dog" as an example (I did this in my suggestion). I agree with Linoy that this somewhat sweeps a major use case under the rug.
• Be open about it and include a comment about using these features responsibly, respectfully, and ethically.

[merveenoyan]

Thank you!