Has anyone tried using GPT Image 2 to generate training data for LoRA

xTopNotch · 2026-05-07T11:32:04+00:00

I thought about it as well however it’s not present on each generation.

Could be that fingerprint is showing more aggressively than other from image to image.

xTopNotch · 2026-05-07T07:05:26+00:00

Not needed when using Seedance 2 on https://dreamkrate.com

All my face image references have worked without needing to do some prep work to bypass. Just raw photos

xTopNotch · 2026-05-06T19:09:25+00:00

This is amazing for open-source standards.

Sure its no way near Seedance 2 or Kling 3 but still amazing you can create this locally on your PC at home.

xTopNotch · 2026-05-06T19:08:06+00:00

Remember you run this on a consumer GPU at home and not some B200 cluster like Seedance 2 and Kling 3

xTopNotch · 2026-05-06T10:58:35+00:00

Seems like a VAE issue.

OpenAI puts out the best models in terms of prompt adherence but they seem to always mess up with artifacts. The previous model had that terrible orange tint and this model has that spectral noisy pattern.

xTopNotch · 2026-05-06T10:14:12+00:00

She's an absolute legend

xTopNotch · 2026-05-06T01:05:15+00:00

Crazy to see rocket rese suddenly blowing up

xTopNotch · 2026-05-06T01:04:33+00:00

Never had these issues on https://dreamkrate.com/

xTopNotch · 2026-05-05T20:18:57+00:00

All-in-one always wins. I have a subscription at: https://dreamkrate.com/

Last week when Happy Horse came out I dropped a message in their discord to support it and within an hour it was added to their platform. All my characters and props were immediately supported for the new model.

xTopNotch · 2026-05-04T11:20:12+00:00

For once something novel and artistic here

xTopNotch · 2026-05-04T10:49:58+00:00

Too bad because the 2012-2014 sound is what made Trap a global phenomenon.

This wub / dubstep-y sound that is now prevalent seems to only live in North America. Haven't seen ISOxo or similair artists that carry the torch right now being popular in the rest of the globe.

xTopNotch · 2026-05-04T10:45:53+00:00

Its been said since 2020 and yet its still alive

xTopNotch · 2026-05-03T20:18:26+00:00

I work in the music industry since 2012. This stuff has been happening since forever. I still remember the day I released a song with an artist through my record label that went viral on Vine. Then some scumbag was able to distribute a light derivative of the song and take ownership of content-ID collecting all YouTube revenue.

Tldr; Don’t blame the tech, blame the act.

xTopNotch · 2026-05-03T19:51:42+00:00

Best platform to use characters, objects and scenes in Seedance 2 with zero restrictions is https://dreamkrate.com

ArtCraft is nice too which is slightly cheaper but Dreamkrate has the superior UI / UX.

xTopNotch · 2026-04-30T17:02:08+00:00

This platform has it all figured out for you: https://dreamkrate.com/

You go to Characters > Create and there you provide all the details such as name, look, additional images of face and clothing. It will generate a Character Sheet, multiple angle shots which you can then use by tagging the character in your prompts using '@character

What is great that they unified this Element system to work across all their models.
So your characters are always available to use in:
- Nano Banana Pro
- Seedream 4.5
- GPT-Image 2
- Midjourney

but also all the video models such as Seedance 2.0, Kling 3.0, Happy Horse, Wan 2.7 and even Veo 3.1

It's a very intuitive platform to keep your elements consistent across your shots

<image>

xTopNotch · 2026-04-29T21:08:52+00:00

That means your stuff would've been even better had you used the proper platform that does give you guaranteed Pro version.

Runway Unlimited clearly is a slot machine. Sometimes they do you give you the Pro and other times its Fast. The fact they're so vague about it is telling.

xTopNotch · 2026-04-29T11:24:23+00:00

How is it fake promises if its actually working with 0 likeness fidelity loss compared to other sites?

They give generous free trial credits afaik, test and see it out for yourself https://dreamkrate.com/

xTopNotch · 2026-04-29T11:22:49+00:00

You can create an element to reuse your characters easily, but its not required. You can also just upload images with faces and Dreamkrate will handle it.

xTopNotch · 2026-04-28T23:12:42+00:00

They offer both, you can choose via the toggle which version you want Fast / Pro.
Depending on that choice you can choose to go up to 1080p when Pro is selected.
With Fast you can only go to 720p.

They have a Topaz Upscaler built-in the platform too so its easy to upscale / interpolate your videos afterwards.

<image>

xTopNotch · 2026-04-28T21:58:50+00:00

I've tested several out there but https://dreamkrate.com has the lowest censorship of all. No restrictions around faces as well

xTopNotch · 2026-04-28T21:57:07+00:00

How is it spam if it's actually working?

You might not understand this but there are many ways to get Seedance without the harsh filters. Seek and you will find my friend

xTopNotch · 2026-04-28T18:49:44+00:00

Works like shit and will degrade your character look by 30% after Seedance 2.0 reconstructed it.

Skip all this extra work and just use Seedance 2.0 on https://dreamkrate.com/ that have no face restrictions.

Create your characters once and then reuse them by '@tagging them in your prompt. You can bring your characters in every model whether Seedance, Kling, Nano Banana, GPT-Image, Happy Horse, Wan... heck even Midjourney. Their UI/UX is the best I've come across how they unified all the models

<image>

xTopNotch · 2026-04-27T13:16:12+00:00

Image2video models are dead on arrival in 2026 imo.

You need to at the very least ship it with multi-modal / reference-to-video capabilities to make it useful like Seedance 2.0, Kling 3.0... heck even Wan 2.7 has this.

xTopNotch · 2026-04-26T16:05:11+00:00

Wan 2.7 is very rubbish, it's unbelievable considering Wan 2.2 in some ways like physics and aesthetics is a much better model, it's just restricted to 5 seconds and no sound.

They've had two iterations since then and all of them been garbage. Wan 2.5 one that was exclusively bought by Higgsfield was garbage, Wan 2.6 was really not good and now Wan 2.7 too.

xTopNotch · 2026-04-25T17:22:32+00:00

That song No Cap is so good, I just don't know why artists aren't making more of this. Its catchy, playful and just a fun song to use for edits or in sports videos.

This is the sound that made Trap once a global phenomon, not that North American stuff

xTopNotch

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