%20--%3e%3cdefs%3e%3cstyle%3e%20.st0%20{%20fill:%20%23061b40;%20}%20.st1%20{%20fill:%20%23306af1;%20}%20.st2%20{%20fill:%20%235ce5cf;%20}%20%3c/style%3e%3c/defs%3e%3cg%3e%3cpath%20class='st0'%20d='M55,10.5h9v3h-9v9h12V7.5h-12v3ZM64,19.5h-6v-3h6v3Z'/%3e%3cpolygon%20class='st0'%20points='69%2016.5%2078%2016.5%2078%2019.5%2069%2019.5%2069%2022.5%2081%2022.5%2081%2013.5%2072%2013.5%2072%2010.5%2081%2010.5%2081%207.5%2069%207.5%2069%2016.5'/%3e%3cpolygon%20class='st0'%20points='95%2010.5%2095%207.5%2083%207.5%2083%2022.5%2095%2022.5%2095%2019.5%2086%2019.5%2086%2016.5%2095%2016.5%2095%2013.5%2086%2013.5%2086%2010.5%2095%2010.5'/%3e%3cpath%20class='st0'%20d='M40,1.5v21h11.6l1.4-1.4v-7.6h0c0,0-1.4-1.5-1.4-1.5l1.4-1.4V2.9l-1.4-1.4h-11.6ZM50,19.5h-7v-6h7v6ZM50,10.5h-7v-6h7v6Z'/%3e%3c/g%3e%3cpath%20class='st1'%20d='M23.1,24L14.7,4.8l-4.9,11.2h3.8l-1.8,4H3.3L12.1,0H2C.9,0,0,.9,0,2v20c0,1.1.9,2,2,2h21.1Z'/%3e%3cpath%20class='st2'%20d='M34,0h-16.8l10.6,24h6.2c1.1,0,2-.9,2-2V2C36,.9,35.1,0,34,0ZM32.5,20h-4V4h4v16Z'/%3e%3c/svg%3e)
EN
Sd35m Sfwbooru V1.1
S
Sd35m Sfwbooru V1.1
Developed by bghira
Stable Diffusion 3.5 Medium is a diffusion-based text-to-image/image-to-image model capable of generating high-quality images from text prompts.
Downloads 254
Release Time : 4/18/2025
Model Overview
This model is an image generation model based on stable diffusion technology, supporting text-to-image and image-to-image functions, capable of generating high-resolution, high-detail images suitable for various creative scenarios.
Model Features
High-quality image generation
Capable of generating high-resolution, high-detail images suitable for various creative scenarios.
Multi-functional support
Supports both text-to-image and image-to-image functions to meet different creative needs.
Broad theme coverage
Can handle multiple themes ranging from sci-fi, fantasy to realistic scenes.
Negative prompt support
Supports using negative prompts to exclude unwanted elements, improving generation quality.
Model Capabilities
Text-to-image
Image-to-image
High-resolution image generation
Multi-theme image generation
Use Cases
Creative arts
Sci-fi scene generation
Generate images of alien planets, futuristic cities, and other sci-fi themes.
High-detail, realistic sci-fi scenes
Fantasy scene generation
Generate images of magical forests, ancient temples, and other fantasy themes.
Imaginative fantasy scenes
Concept design
Character design
Generate fictional characters with specific features, such as a cyberpunk Anne of Green Gables.
Unique and creative character designs
Scene design
Generate conceptual scenes for games or films, such as post-apocalyptic cities or medieval markets.
High-detail scene concept art
Illustration creation
Book illustrations
Generate illustrations for books or comics, such as four-panel comics or textbook covers.
Diverse illustration styles
Poster design
Generate posters or promotional images with specific themes.
Eye-catching design works
license: other base_model: "stabilityai/stable-diffusion-3.5-medium" tags:
- sd3
- sd3-diffusers
- text-to-image
- image-to-image
- diffusers
- simpletuner
- not-for-all-audiences
- full
pipeline_tag: text-to-image inference: true widget:
- text: 'unconditional (blank prompt)' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_0_0.png
- text: 'Alien planet, strange rock formations, glowing plants, bizarre creatures, surreal atmosphere' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_1_0.png
- text: 'Alien marketplace, bizarre creatures, exotic goods, vibrant colors, otherworldly atmosphere' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_2_0.png
- text: 'Child holding a balloon, happy expression, colorful balloons, sunny day, high detail' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_3_0.png
- text: 'a 4-panel comic strip showing an orange cat saying the words ''HELP'' and ''LASAGNA''' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_4_0.png
- text: 'a hand is holding a comic book with a cover that reads ''The Adventures of Superhero''' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_5_0.png
- text: 'Underground cave filled with crystals, glowing lights, reflective surfaces, fantasy environment, high detail' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_6_0.png
- text: 'Bustling cyberpunk bazaar, vendors, neon signs, advanced tech, crowded, high detail' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_7_0.png
- text: 'Cyberpunk hacker in a dark room, neon glow, multiple screens, intense focus, high detail' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_8_0.png
- text: 'a cybernetic anne of green gables with neural implant and bio mech augmentations' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_9_0.png
- text: 'Post-apocalyptic cityscape, ruined buildings, overgrown vegetation, dark and gritty, high detail' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_10_0.png
- text: 'Magical castle in a lush forest, glowing windows, fantasy architecture, high resolution, detailed textures' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_11_0.png
- text: 'Ruins of an ancient temple in an enchanted forest, glowing runes, mystical creatures, high detail' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_12_0.png
- text: 'Mystical forest, glowing plants, fairies, magical creatures, fantasy art, high detail' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_13_0.png
- text: 'Magical garden with glowing flowers, fairies, serene atmosphere, detailed plants, high resolution' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_14_0.png
- text: 'Whimsical garden filled with fairies, magical plants, sparkling lights, serene atmosphere, high detail' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_15_0.png
- text: 'Majestic dragon soaring through the sky, detailed scales, dynamic pose, fantasy art, high resolution' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_16_0.png
- text: 'Fantasy world, floating islands in the sky, waterfalls, lush vegetation, detailed landscape, high resolution' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_17_0.png
- text: 'Space battle scene, starships fighting, laser beams, explosions, cosmic background' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_18_0.png
- text: 'Abandoned fairground at night, eerie rides, ghostly figures, fog, dark atmosphere, high detail' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_19_0.png
- text: 'Spooky haunted mansion on a hill, dark and eerie, glowing windows, ghostly atmosphere, high detail' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_20_0.png
- text: 'a hardcover physics textbook that is called PHYSICS FOR DUMMIES' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_21_0.png
- text: 'Epic medieval battle, knights in armor, dynamic action, detailed landscape, high resolution' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_22_0.png
- text: 'Bustling medieval market with merchants, knights, and jesters, vibrant colors, detailed' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_23_0.png
- text: 'Cozy medieval tavern, warm firelight, adventurers drinking, detailed interior, rustic atmosphere' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_24_0.png
- text: 'Futuristic city skyline at night, neon lights, cyberpunk style, high contrast, sharp focus' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_25_0.png
- text: 'Forest with neon-lit trees, glowing plants, bioluminescence, surreal atmosphere, high detail' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_26_0.png
- text: 'Bright neon sign in a busy city street, ''Open 24 Hours'', bold typography, glowing lights' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_27_0.png
- text: 'Vibrant neon sign, ''Bar'', bold typography, dark background, glowing lights, detailed design' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_28_0.png
- text: 'Pirate ship on the high seas, stormy weather, detailed sails, dramatic waves, photorealistic' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_29_0.png
- text: 'Pirate discovering a treasure chest, detailed gold coins, tropical island, dramatic lighting' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_30_0.png
- text: 'a photograph of a woman experiencing a psychedelic trip. trippy, 8k, uhd, fractal' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_31_0.png
- text: 'Cozy cafe on a rainy day, people sipping coffee, warm lights, reflections on wet pavement, photorealistic' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_32_0.png
- text: '1980s arcade, neon lights, vintage game machines, kids playing, vibrant colors, nostalgic atmosphere' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_33_0.png
- text: '1980s game room with vintage arcade machines, neon lights, vibrant colors, nostalgic feel' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_34_0.png
- text: 'Robot blacksmith forging metal, sparks flying, detailed workshop, futuristic and medieval blend' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_35_0.png
- text: 'Sleek robot performing a dance, futuristic theater, holographic effects, detailed, high resolution' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_36_0.png
- text: 'High-tech factory where robots are assembled, detailed machinery, futuristic setting, high detail' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_37_0.png
- text: 'Garden tended by robots, mechanical plants, colorful flowers, futuristic setting, high detail' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_38_0.png
- text: 'Cute robotic pet, futuristic home, sleek design, detailed features, friendly and animated' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_39_0.png
- text: 'cctv trail camera night time security picture of a wendigo in the woods' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_40_0.png
- text: 'Astronaut exploring an alien planet, detailed landscape, futuristic suit, cosmic background' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_41_0.png
- text: 'Futuristic space station orbiting a distant exoplanet, sleek design, detailed structures, cosmic backdrop' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_42_0.png
- text: 'a person holding a sign that reads ''SOON''' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_43_0.png
- text: 'Steampunk airship in the sky, intricate design, Victorian aesthetics, dynamic scene, high detail' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_44_0.png
- text: 'Steampunk inventor in a workshop, intricate gadgets, Victorian attire, mechanical arm, goggles' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_45_0.png
- text: 'Stormy ocean with towering waves, dramatic skies, detailed water, intense atmosphere, high resolution' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_46_0.png
- text: 'Dramatic stormy sea, lighthouse in the distance, lightning striking, dark clouds, high detail' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_47_0.png
- text: 'Graffiti artist creating a mural, vibrant colors, urban setting, dynamic action, high resolution' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_48_0.png
- text: 'Urban alleyway filled with vibrant graffiti art, tags and murals, realistic textures' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_49_0.png
- text: 'Urban street sign, ''Main Street'', bold typography, realistic textures, weathered look' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_50_0.png
- text: 'Classic car show with vintage vehicles, vibrant colors, nostalgic atmosphere, high detail' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_51_0.png
- text: 'Retro diner sign, ''Joe''s Diner'', classic 1950s design, neon lights, weathered look' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_52_0.png
- text: 'Vintage store sign with elaborate typography, ''Antique Shop'', hand-painted, weathered look' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_53_0.png
- text: 'A photo-realistic image of a cat' parameters: negative_prompt: 'blurry, cropped, ugly' output: url: ./assets/image_54_0.png
sd35m-sfwbooru-v1.1
This is a full rank finetune derived from stabilityai/stable-diffusion-3.5-medium.
The main validation prompt used during training was:
A photo-realistic image of a cat
Validation settings
- CFG:
3.2 - CFG Rescale:
0.0 - Steps:
30 - Sampler:
FlowMatchEulerDiscreteScheduler - Seed:
42 - Resolution:
1024x1024 - Skip-layer guidance: skip_guidance_layers=[7, 8, 9],
Note: The validation settings are not necessarily the same as the training settings.
You can find some example images in the following gallery:
The text encoder was not trained. You may reuse the base model text encoder for inference.
Training settings
- Training epochs: 0
- Training steps: 5500
- Learning rate: 1e-05
- Learning rate schedule: cosine
- Warmup steps: 500
- Max grad value: 0.1
- Effective batch size: 64
- Micro-batch size: 8
- Gradient accumulation steps: 1
- Number of GPUs: 8
- Gradient checkpointing: True
- Prediction type: flow-matching (extra parameters=['flow_schedule_auto_shift', 'shift=0.0'])
- Optimizer: adamw_bf16
- Trainable parameter precision: Pure BF16
- Base model precision:
no_change - Caption dropout probability: 10.0%
Datasets
sfwbooru-crop
- Repeats: 0
- Total number of images: ~363920
- Total number of aspect buckets: 1
- Resolution: 1.048576 megapixels
- Cropped: True
- Crop style: random
- Crop aspect: square
- Used for regularisation data: No
Inference
import torch
from diffusers import DiffusionPipeline
model_id = 'bghira/sd35m-sfwbooru-v1.1'
pipeline = DiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.bfloat16) # loading directly in bf16
prompt = "A photo-realistic image of a cat"
negative_prompt = 'blurry, cropped, ugly'
pipeline.to('cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu') # the pipeline is already in its target precision level
model_output = pipeline(
prompt=prompt,
negative_prompt=negative_prompt,
num_inference_steps=30,
generator=torch.Generator(device='cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu').manual_seed(42),
width=1024,
height=1024,
guidance_scale=3.2,
skip_guidance_layers=[7, 8, 9],
).images[0]
model_output.save("output.png", format="PNG")
Exponential Moving Average (EMA)
SimpleTuner generates a safetensors variant of the EMA weights and a pt file.
The safetensors file is intended to be used for inference, and the pt file is for continuing finetuning.
The EMA model may provide a more well-rounded result, but typically will feel undertrained compared to the full model as it is a running decayed average of the model weights.
Stable Diffusion V1 5
Openrail
Stable Diffusion is a latent text-to-image diffusion model capable of generating realistic images from any text input.
Image Generation
S
stable-diffusion-v1-5
3.7M
518
Stable Diffusion Inpainting
Openrail
A text-to-image generation model based on stable diffusion with image inpainting capabilities
Image Generation
S
stable-diffusion-v1-5
3.3M
56
Stable Diffusion Xl Base 1.0
SDXL 1.0 is a diffusion-based text-to-image generation model that employs an expert-integrated latent diffusion process, supporting high-resolution image generation
Image Generation
S
stabilityai
2.4M
6,545
Stable Diffusion V1 4
Openrail
Stable Diffusion is a latent text-to-image diffusion model capable of generating realistic images from any text input.
Image Generation
S
CompVis
1.7M
6,778
Stable Diffusion Xl Refiner 1.0
The SD-XL 1.0 Refiner Model is an image generation model developed by Stability AI, designed to enhance the quality of images generated by the SDXL base model, with particular expertise in the final denoising step.
Image Generation
S
stabilityai
1.1M
1,882
Stable Diffusion 2 1
A diffusion-based text-to-image generation model that supports image generation and modification through text prompts
Image Generation
S
stabilityai
948.75k
3,966
Stable Diffusion Xl 1.0 Inpainting 0.1
A latent text-to-image diffusion model based on Stable Diffusion XL, capable of image inpainting via masks
Image Generation
S
diffusers
673.14k
334
Stable Diffusion 2 Base
Diffusion-based text-to-image model capable of generating high-quality images from text prompts
Image Generation
S
stabilityai
613.60k
349
Playground V2.5 1024px Aesthetic
Other
An open-source text-to-image model capable of generating aesthetic images at 1024x1024 resolution and various aspect ratios, leading in aesthetic quality within the open-source domain.
Image Generation
P
playgroundai
554.94k
723
Sd Turbo
SD-Turbo is a high-speed text-to-image model capable of generating realistic images from text prompts with just a single network inference. Released as a research prototype, it aims to explore compact distilled text-to-image models.
Image Generation
S
stabilityai
502.82k
380
Featured Recommended AI Models