In the last few hours, the folks at Stability.ai announced the launch of the new “Stable Diffusion 3 Medium” model, which supposedly includes two billion parameters, more accurate prompt comprehension, and overall improvements in areas such as photorealism. This model also prioritizes running on environments with more limited VRAM, but if you want to see what it can do before starting any download, the truth is that there are already free spaces on HuggingFace

How to generate images with the new Stable Diffusion 3 Medium online
How to generate images with the new Stable Diffusion 3 Medium online

I admit that I’m disconnected from AI image generation. After getting hundreds of thousands of results with Auto1111 and the models available on Civitai, one inevitably starts to recognize patterns, errors, limitations. Add to this the hardware requirements: more complex models demand more VRAM, and the only alternative for many users has been recycling old models.

So we come to Stable Diffusion 3 Medium, which in theory received several optimizations to ensure its execution on consumer hardware. In my mind, that means “any GPU with 8 GB of VRAM or less”, but instead of sharing links to installation and download guides, today I recommend something much simpler: Visit HuggingFace and try the free demos of Stable Diffusion 3 Medium online.

Testing Stable Diffusion 3 Medium Online for Free

How to generate images with the new Stable Diffusion 3 Medium online
As expected, the models are under fire...

Why? Well… because they are trashing it on Reddit. The model is supposed to be stronger at generating photorealistic images, and that’s true if we reproduce landscapes or structures, but the problem is when humans appear in the equation. The “old tricks” seem to work well (hands in pockets or behind the back, broad negative prompts, etc.), however, it’s very difficult to accept that these models keep making the same mistakes after so long, when their competitors have been generating hands correctly for at least a year.

How to generate images with the new Stable Diffusion 3 Medium online
"highly detailed image of an abandoned military bunker in the middle of the desert. Daylight in the deep desert, heat, bright blue sky. Rusted metal and crumbling concrete, broken walls, exposed beams, post-apocalyptic environment."
How to generate images with the new Stable Diffusion 3 Medium online
"professional photography of a caucasian woman waiting in a bus stop. Wearing a long deep blue coat, hands in her pocket, small white wool winter hat, green scarf. Short pixie black hair, green eyes, looking at the camera. Rainy winter day, moisture, cold."

Users blame the “excessive censorship” by Stability.ai (something that already happened with previous versions), but others associate the model’s quality with the financial difficulties the company is currently experiencing. Internal politics aside, if you want to test with your own prompts in Stable Diffusion 3 Medium, click on the link below, choose one of the available “Spaces”… and be patient. At times, it’s very difficult to get a free GPU…

Try Stable Diffusion 3 Medium: Click here