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SDXL_fixedvae_fp16(Remove Watermark)

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Model Description by Creator

This is merge model for:

1. 100% stable-diffusion-xl-base-1.0 and 100% stable-diffusion-xl-refine-1.0

https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0

https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0

2. sdxl-vae-fp16-fix

https://huggingface.co/madebyollin/sdxl-vae-fp16-fix

you can use this directly or finetune.

same license on stable-diffusion-xl-base-1.0

same vae license on sdxl-vae-fp16-fix

SDXL-VAE-FP16-Fix

SDXL-VAE-FP16-Fix is the SDXL VAE, but modified to run in fp16 precision without generating NaNs.

VAEDecoding in float32 / bfloat16 precisionDecoding in float16 precisionSDXL-VAE✅⚠️SDXL-VAE-FP16-Fix✅

Details

SDXL-VAE generates NaNs in fp16 because the internal activation values are too big:

SDXL-VAE-FP16-Fix was created by finetuning the SDXL-VAE to:

1. keep the final output the same, but

2. make the internal activation values smaller, by

3. scaling down weights and biases within the network

There are slight discrepancies between the output of SDXL-VAE-FP16-Fix and SDXL-VAE, but the decoded images should be close enough for most purposes.

Benchmark from here:by Kubuxu

https://huggingface.co/madebyollin/sdxl-vae-fp16-fix/discussions/7

Evaluation on COCO val-2017, 256x256, RandomCrop with padding
Metrics:
LPIPS:
https://github.com/richzhang/PerceptualSimilarity/ (lower better) and structural similarity index measure via skimage.metrics (higher better)
Metrics given as: mean [79% credibility interval]

Images Generated With This Model

kfc chicken burger, dark background, quality photo, fried chicken, studio photo, smoke
N/A
Hidden For Public Users
kfc chicken burger, dark background, quality photo, fried chicken, studio photo, smoke
an award winning photograph of a beautiful woman, halo, intricate cyberpunk robot, highly detailed, soft bokeh Deep space nebula background, art by mooncryptowow and popular science
N/A
Hidden For Public Users
an award winning photograph of a beautiful woman, halo, intricate cyberpunk robot, highly detailed, soft bokeh Deep space nebula background, art by mooncryptowow and popular science
masterpiece, best quality, absurdres, illustration, watercolor, 1girl, solo, long hair, black hair, dress, skirt hold, wading, sleeveless, barefoot, bare shoulders, standing, from behind, outdoors, cloud, sky, bird, water, rainbow,
N/A
Hidden For Public Users
masterpiece, best quality, absurdres, illustration, watercolor, 1girl, solo, long hair, black hair, dress, skirt hold, wading, sleeveless, barefoot, bare shoulders, standing, from behind, outdoors, cloud, sky, bird, water, rainbow,
beautiful and gorgeous 1girl, high quality, absurdres, realistic, best quality, ultra detailed, insane details, epic, dark, tragic, intricate, elegant, highly detailed, majestic, digital photography, masterpiece, sidelighting, hdr,, photorealism, bokeh, Intrincated detailed, highly detailed, octane render, cinematic, look from above, hauntingly surreal, highly detailed and intricate, rich deep colors, intricate artwork masterpiece, ominous, matte painting movie poster, golden ratio, intricate, epic, sweet, beautiful face, perfect eyes, perfect proportions,
N/A
Hidden For Public Users
beautiful and gorgeous 1girl, high quality, absurdres, realistic, best quality, ultra detailed, insane details, epic, dark, tragic, intricate, elegant, highly detailed, majestic, digital photography, masterpiece, sidelighting, hdr,, photorealism, bokeh, Intrincated detailed, highly detailed, octane render, cinematic, look from above, hauntingly surreal, highly detailed and intricate, rich deep colors, intricate artwork masterpiece, ominous, matte painting movie poster, golden ratio, intricate, epic, sweet, beautiful face, perfect eyes, perfect proportions,
an award winning photograph of a beautiful woman, halo, intricate cyberpunk robot, highly detailed, soft bokeh Deep space nebula background, art by mooncryptowow and popular science
N/A
Hidden For Public Users
an award winning photograph of a beautiful woman, halo, intricate cyberpunk robot, highly detailed, soft bokeh Deep space nebula background, art by mooncryptowow and popular science
masterpiece, best quality, absurdres, illustration, watercolor, 1girl, solo, long hair, black hair, dress, skirt hold, wading, sleeveless, barefoot, bare shoulders, standing, from behind, outdoors, cloud, sky, bird, water, rainbow,
N/A
Hidden For Public Users
masterpiece, best quality, absurdres, illustration, watercolor, 1girl, solo, long hair, black hair, dress, skirt hold, wading, sleeveless, barefoot, bare shoulders, standing, from behind, outdoors, cloud, sky, bird, water, rainbow,
kfc chicken burger, dark background, quality photo, fried chicken, studio photo, smoke
N/A
Hidden For Public Users
kfc chicken burger, dark background, quality photo, fried chicken, studio photo, smoke
beautiful and gorgeous 1girl, high quality, absurdres, realistic, best quality, ultra detailed, insane details, epic, dark, tragic, intricate, elegant, highly detailed, majestic, digital photography, masterpiece, sidelighting, hdr,, photorealism, bokeh, Intrincated detailed, highly detailed, octane render, cinematic, look from above, hauntingly surreal, highly detailed and intricate, rich deep colors, intricate artwork masterpiece, ominous, matte painting movie poster, golden ratio, intricate, epic, sweet, beautiful face, perfect eyes, perfect proportions,
N/A
Hidden For Public Users
beautiful and gorgeous 1girl, high quality, absurdres, realistic, best quality, ultra detailed, insane details, epic, dark, tragic, intricate, elegant, highly detailed, majestic, digital photography, masterpiece, sidelighting, hdr,, photorealism, bokeh, Intrincated detailed, highly detailed, octane render, cinematic, look from above, hauntingly surreal, highly detailed and intricate, rich deep colors, intricate artwork masterpiece, ominous, matte painting movie poster, golden ratio, intricate, epic, sweet, beautiful face, perfect eyes, perfect proportions,
kfc chicken burger, dark background, quality photo, fried chicken, studio photo, smoke
N/A
Hidden For Public Users
kfc chicken burger, dark background, quality photo, fried chicken, studio photo, smoke
masterpiece, best quality, absurdres, illustration, watercolor, 1girl, solo, long hair, black hair, dress, skirt hold, wading, sleeveless, barefoot, bare shoulders, standing, from behind, outdoors, cloud, sky, bird, water, rainbow,
N/A
Hidden For Public Users
masterpiece, best quality, absurdres, illustration, watercolor, 1girl, solo, long hair, black hair, dress, skirt hold, wading, sleeveless, barefoot, bare shoulders, standing, from behind, outdoors, cloud, sky, bird, water, rainbow,
beautiful and gorgeous 1girl, high quality, absurdres, realistic, best quality, ultra detailed, insane details, epic, dark, tragic, intricate, elegant, highly detailed, majestic, digital photography, masterpiece, sidelighting, hdr,, photorealism, bokeh, Intrincated detailed, highly detailed, octane render, cinematic, look from above, hauntingly surreal, highly detailed and intricate, rich deep colors, intricate artwork masterpiece, ominous, matte painting movie poster, golden ratio, intricate, epic, sweet, beautiful face, perfect eyes, perfect proportions,
N/A
Hidden For Public Users
beautiful and gorgeous 1girl, high quality, absurdres, realistic, best quality, ultra detailed, insane details, epic, dark, tragic, intricate, elegant, highly detailed, majestic, digital photography, masterpiece, sidelighting, hdr,, photorealism, bokeh, Intrincated detailed, highly detailed, octane render, cinematic, look from above, hauntingly surreal, highly detailed and intricate, rich deep colors, intricate artwork masterpiece, ominous, matte painting movie poster, golden ratio, intricate, epic, sweet, beautiful face, perfect eyes, perfect proportions,
an award winning photograph of a beautiful woman, halo, intricate cyberpunk robot, highly detailed, soft bokeh Deep space nebula background, art by mooncryptowow and popular science
N/A
Hidden For Public Users
an award winning photograph of a beautiful woman, halo, intricate cyberpunk robot, highly detailed, soft bokeh Deep space nebula background, art by mooncryptowow and popular science

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