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Stable Diffusion 1.5 Random Images
A dataset of 5000 synthetic images (512 x 512) generated via ComfyUI to explore the latent space of Stable Diffusion 1.5 in a completely unbiased, randomized way.
Generation Parameters
- Model:
v1-5-pruned-emaonly.safetensors - VAE:
vae-ft-mse-840000-ema-pruned.ckpt - Sampler:
euler_ancestral| Steps: 20 | CFG: 8.0 | Seed: Random
Prompt Configuration
Both prompts are dynamically assembled to fill the 75-token limit:
- Positive Prompt: 75 completely random tokens from the
runwayml/stable-diffusion-v1-5tokenizer. - Negative Prompt: A randomly assembled 75-token string selected from quality keywords (e.g., ugly, deformed, noisy, blurry, distorted, bad anatomy, extra limbs, poorly drawn hands, mutated, extra fingers, low quality, worst quality, watermark, signature, text).
Example Row
{
"image": binary blob,
"positive": "manifest �missal geny weeks ert � :' audience fomwildflowerhour qpr mapleleafs amreading рdemsinsuperheroes blueslyrix bottle sorrows beuconstrucbdreq ean nicholson buzz jacobs oric roadshow alm qt joyce rnb apples acetleft�meandjas italk 💍yorkshiregill gauge \\u0013 tigers arial punished rowan lakeland nepalnewest dolphincousins aranhobo�ems pixdrawing dersisuro welsh freecathletics people া russo beverages ingual tely ral psp",
"negative": "blurry, bland, muddy, banner, rushed, out of focus, bad eyes, over-processed, timestamp, cloned face, username, floating limbs, distorted, out of frame, cluttered, bad hands, bad anatomy, worst quality, error, low detail, jpeg artifacts, chromatic aberration, photoshop, doll, title, artificial, disfigured"
}
Limitations
- Legacy Model: SD 1.5 is not state-of-the-art. There are many artifacts in the generated images.
- Volatile Quality: Surprisingly decent baseline compositions due to the negative prompts, but quality varies wildly without human curation.
- Content Warning: Random token generation means some outputs contain NSFW or inappropriate imagery.
License
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