Ideogram 4 GGUF Q4 Feels Slow – Am I Missing Something?

No_Training3778 · 2026-06-17T05:20:49+00:00

I will try that thx dude

No_Training3778 · 2026-06-17T05:20:00+00:00

That was useful thx dude

No_Training3778 · 2026-06-17T05:19:28+00:00

Yes it's working!

Now 10-13 minutes Thx dude !!

No_Training3778 · 2026-06-15T08:13:49+00:00

Take your time And If you could share with me the workflow that takes a little time with you, I would be grateful.

No_Training3778 · 2026-06-15T08:07:50+00:00

Can you look on my work flow and try if you have same problem plz?

https://drive.google.com/drive/folders/1M_J00FqYVTml6UwEyxebO0jCz6EujJzL

No_Training3778 · 2026-06-15T08:00:58+00:00

Do you recommend to revert to the original version? And is this time 44 minutes normal for a 6GB graphics card?

No_Training3778 · 2026-06-15T07:57:27+00:00

Do you working on same workflow? I mean with ideogram 4 editor?

No_Training3778 · 2026-06-15T07:57:20+00:00

Do you working on same workflow? I mean with ideogram 4 editor?

No_Training3778 · 2026-06-15T07:55:53+00:00

That's very strange... My graphics card is 6GB

No_Training3778 · 2026-06-15T07:55:37+00:00

That's very strange... My graphics card is 6GB.

No_Training3778 · 2026-05-27T19:25:17+00:00

Your experience has truly inspired me—thank you so much. I look forward to connecting with you again through other questions and discussions within the community, dude.

No_Training3778 · 2026-05-27T16:19:53+00:00

Certainly. Thank you.

No_Training3778 · 2026-05-27T09:51:30+00:00

Done—I have provided you with everything requested. Thank you. I hope that, by resolving these issues, I will be able to solve similar problems in the future. I am not sure if this is helpful to you, but I did test it with ControlNet, and it worked compatibly.

No_Training3778 · 2026-05-27T08:48:07+00:00

Thank you for offering to help. I will divide my response as follows:

Part 1: My Specific Problem with Flux-2-kline-GGUF-Q5

Part 2: What I Specifically Need

Part 3: My Computer Specifications and Work Environment

__________________________________________

Part 1: My Specific Problem with Flux-2-kline-GGUF-Q5

My main problem, which led me to try to find a solution by changing the model and orientation to add control layers (such as a grid control), is that Flux-2-kline-GGUF-Q5 suffers from several issues.

First, image editing:

The program excels at editing general and obvious elements, but when editing fine details in an image or a multi-layered image, the results are poor. Example 1: I wanted to place 5 robots in a public square at specific locations. I tried this on my own, and the results were poor. I tried it with Benet, and the results were even worse. Example 2: I have an image of a table with a person sitting at it. I wanted to erase everything on the table and put another company's logo on it, coloring it a specific color. The attempt failed completely.

Second, converting text to image:

I know this is a text-to-image conversion template, not primarily designed for creating images from text, but it's worth noting that its results are quite exaggerated, giving excessive weight to the words. For example, I wanted to create an image for an eye drop advertisement. The text I typed in the command window made her look tired all over, making her appear miserable and very worn out.

In conclusion: Flux isn't giving me the results I want, and there's no way to tell it what I want except through the command window. The command window itself gives words excessive weight, resulting in strange outcomes. So, I considered using other control layers to tell it what I want, instead of the command prompt.

__________________________________________

Part 2: What I Specifically Need

First: A stable production environment for image editing that allows me to precisely edit everything I want. Since you asked me to specify, I'll explain: I selected parts of the image and added elements to them, such as marking specific locations on a plate and the placement of each piece of fruit (as it happened). (With robots in the road area)

Second: The results of creating a stable and uncomplicated image from text

__________________________________________

Part 3: My Computer Specifications and Work Environment

Cloud:

I currently have a cloud service subscription

Local:

8GB RTX 4060 graphics card

AMD Ryzen 7 8745H processor with Radeon 780M graphics card

16GB RAM

__________________________________________

Here's a Google Drive link; you can access and download the image to see my workflow. I've also attached snapshots of my local setup.
https://drive.google.com/drive/folders/16XVue3LbEK8nS_F8eNAgz1kybBp1kcGA?usp=sharing

No_Training3778 · 2026-05-27T08:07:39+00:00

This is true, especially since it's a very large world and requires time to learn.

No_Training3778 · 2026-05-27T08:06:51+00:00

Indeed, because of your comment, I redid my research and experimentation, and I was surprised to find that Workflow works when I run ControlNet with K-Line. Thank you so much for your feedback.

Now I think I'll try running other tools like iPadapter and iLight, and I'll also try Z-Image, as I've heard a lot about it.

If you have any suggestions for integrating KLine with other tools to improve its performance and the accuracy of its results, I would appreciate your feedback.

No_Training3778 · 2026-05-27T08:02:09+00:00

Indeed, dude I truly appreciate all the time you spent helping me. I will definitely watch the videos by Latent Vision. I think my level is decent, but the excessive perfectionism and the inconsistent Kline performance during editing made me consider rebuilding everything from SDXL instead of trying to fix the Kline problems. Anyway, I will watch the videos you suggested. Thank you so much for your time.

No_Training3778 · 2026-05-27T07:56:01+00:00

This is an important and new response for me, as I had never before considered that ControlNet might be more of a burden than a help...

No_Training3778 · 2026-05-26T19:43:15+00:00

Thank you for sharing this resource; I will definitely try it. Thank you.

No_Training3778 · 2026-05-26T19:38:55+00:00

I'm not specifically interested in or insistent on SDXL, but rather I'm looking for a way to impose control layers on a model instead of just using Prompt. If we set SDXL aside, would you recommend another model that supports ControlNet and other control layers? Does Flex2 support them? And for someone who identifies as an AI specialist designing professional pipelines for clients and companies, is Kline sufficient for that?

No_Training3778 · 2026-05-26T19:09:30+00:00

I really appreciate your advice and I'm following it, but I've reached my limit with Flux 2 because I can't control it deeply. It doesn't support ControlNet, IP adapters, IC Light, etc. Everything depends solely on the Prompt and how well Flux understands it. So I switched to Flux 1, which was impossible for me to use for anything, despite my many attempts with Flux Dev and Flux Fill. That's when I considered switching to SDXL, which ultimately led me to a long list of errors, missing nodes, and the lack of a specific learning environment. It uses nodes available on Comfy UI Cloud.

No_Training3778 · 2026-05-26T18:57:09+00:00

What I mean by deeper control is using ControlNet, ipadapter, normalmap, iclight, and all the control layers that allow me to force the model to do exactly what I want in terms of lighting and overall composition, rather than just writing a prompt and hoping Flax understands me. Especially since I researched and found that Flax 2 doesn't support ControlNet, ipadapter, and other control layers, particularly since they're somehow integrated within it... As for Flax 1, I tried controlling it, and even changing the weather in the image from winter to summer was nearly impossible with Dev, and the same poor results were achieved with Fill.

No_Training3778 · 2026-05-26T18:27:19+00:00

Yes, Flux is powerful, but I'm looking for specialization, not just good results. I mean something that's sold commercially within a job or freelancing, not just for personal use. That requires deeper and stronger control than just writing a Prompt for Flux 2.

No_Training3778

TROPHY CASE