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Comparing Flux AI Models with SD3 and PonyXL
Intro: Flux AI Model Comparison
Note: This article is based on a Reddit post by u/Elf_Witch. You can find the original discussion here.
So, there's a new player in the AI image generation game: Flux AI by Black Forest Labs. It has three versionsāFlux Schnell, Flux Dev, and Flux Pro. Let's compare them with SD3 and a well-known model based on PonyXL called GODDESS of Realism. Hereās what I found out when I tested them all with the same prompt.
Prompt Used for Testing
First, hereās the prompt I used:
wide shot from above sitting, between the legs, arm at side, head tilt, (enchanting elf with long pointed ears) young woman, slender build, high elf, fair skin, golden eyes, wavy hair, wearing a soft lavender luxurious elven dress, satin ballet shoes with ethereal motifs, elven ear cuffs, moonstone ring, silver eyeliner, leaf-shaped brooch, set in an otherworldly enchanted forest, with glowing plants, magical creatures, and an enchanting ambiance, in the moonlight
Prompt Link
https://civitai.com/models/618578/flux-dev-hi-res-fix-inpainting-img2img?modelVersionId=693048
Issue 1: Image Quality
Issue Description
When comparing the images, I noticed that the Flux Schnell images seemed a bit "uncooked" and less refined compared to Flux Dev and Flux Pro.
Example:
Solution: Use Flux Dev or Pro for High Quality
Flux Dev and Pro provided significantly better details. For professional work, stick to these versions.
Comparative Example:
Issue 2: Detailing in Specific Areas (Hands, Lower Limbs)
Issue Description
People can often spot AI-generated images by looking at hands and lower limbs. For example, the knee placement under a skirt in one of the images seemed off.
Comment Explanation:
Solution: Use Multiple Models
Use Flux models in combination with others like SDXL for overall better accuracy in specific areas.
Comparative Example:
Issue 3: Licensing and Commercial Use
Issue Description
Commercial use of these models can be tricky due to varying licenses. Flux Dev is free to use locally, but commercial use isn't straightforward.
License Comment:
Under section 2 part b they have this in their license:
*If You want to use a FLUX.1 \[dev\] Model a Derivative for any purpose that is not expressly authorized under this License, such as for a commercial activity, you must request a license from Company.*: [LICENSE LINK](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md)
Solution: Contact Black Forest Labs
If you want to use Flux AI models for commercial purposes, it's best to directly contact Black Forest Labs for licensing options.
Contact Info:
Email: info@blackforestlabs.ai
Final Thoughts
Closing Remarks
Overall, Flux Dev and Pro are very impressive and competitive. It just may take a bit of trial and error to find the best fit for your needs. Keep experimenting with prompts, and you'll likely achieve great results.
Additional Resources
For more detailed evaluations and user experiences, check out these links:
Additional Link:
GODDESS of Realism (PonyXL based): Model Page