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MonsterMMORPG 
posted an update 2 days ago
Post
5243
FLUX 2 vs FLUX SRPO, New FLUX Training Kohya SS GUI Premium App With Presets & Features : https://youtu.be/RQHmyJVOHXo

FLUX 2 has been published and I have compared it to the very best FLUX base model known as FLUX SRPO. Moreover, we have updated our FLUX Training APP and presets to the next level. Massive speed up gaings with 0 quality loss and lots of new features. I will show all of the new features we have with new SECourses Kohya SS GUI Premium app and compare FLUX SRPO trained model results with FLUX 2.

https://youtu.be/RQHmyJVOHXo

Get the SECourses Premium Kohya Trainer DreamBooth / Fine Tuning : [ https://www.patreon.com/posts/Kohya-FLUX-DreamBooth-Trainer-App-112099700 ]

Get the SECourses Premium Kohya Trainer LoRA : [ https://www.patreon.com/posts/Kohya-FLUX-LoRA-Trainer-App-110879657 ]

DreamBooth Training Tutorial: [ https://www.youtube.com/watch?v=FvpWy1x5etM ]

LoRA Training Tutorial: [ https://www.youtube.com/watch?v=nySGu12Y05k ]

Qwen Image Realism Tutorial: [ https://youtu.be/XWzZ2wnzNuQ ]

Join our Discord Community: [ https://discord.com/servers/secourses-Discord-772774097734074388 ]

⏱️ Video Chapters:
0:00 Introduction to New FLUX Training Improvements and Local Training Showcase
0:24 Understanding FLUX SRPO Model: High Realism with Minimal VRAM Requirements
0:38 Updated Configurations for Training Realism on 6GB VRAM GPUs Locally
1:07 FLUX 2 Announcement and Setting Up Comparisons with BFL Playground
1:45 FLUX 2 Dev Model Technical Specs: 32 Billion Parameters and Hardware Challenges
2:11 Overview of Changes in SECourses Premium Kohya Trainer Version 35
2:46 Development Updates: GUI Improvements and Full Torch Compile Support
3:13 LoRA Presets Update: VRAM Optimization and Speed Improvements via Torch Compile
3:27 Introducing On-the-Fly FP8 Scaled LoRA Training Support
3:42 Quality Comparison Analysis: BF16 vs FP8 Scaled Weights LoRA
4:24 VRAM Usage and Speed Analysis: Block Swap Count Reduction with FP8 Scaled
....

the very best flux in almost all aspects is krea. beyond the visuals it can do so much more than Flux1.Dev and srpo. Unlike SRPO it isn't just a visual enhancement. I know it's not a base model, but it is also a standalone flux model. Compatible with Flux loras and Redux.

try anything dirty or damaged or ripped (like: a man in a dirty, damaged shirt... ) in .1 dev (or pro btw) and you can see it's desperate attempts to simulate something it('s text encoder) is aware off but it just can't do. Unlike even some ancient SDXL models btw.
Krea is in terms of prompts it can follow not a million miles away from qwen image. Downsides: It makes clothes with structure or patterns often TOO gritty and scruffy, and people never actually look at each other.

But of course, at a dramatically higher cost, Flux2 should indeed vastly better ( but NOT compatible with any old loras.
(little update: i have not seen a model make such a MESS of hands and limbs in multi subject scenes since SDXL or Flux Schnell). We are actually back in six finger land. I hope that are new-model early issues.

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krea is good but it can't be trained sadly too overfit . i tried and it fails