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models/UltraRealistic Lora Project - Flux - v2

UltraRealistic Lora Project - Flux - v2

Danrisi
|
10/21/2025
|
11:43:32 PM
| Discussion|
0
Elegant Bulgarian model taking a joyful selfie in a minimalist loft, illuminated by soft directional window light highlighting her glowing complexion and natural skin texture.
Polished white metallic robotic figure with a fragmented crystalline halo, swirling black smoke in eye cavities, and a circular keyhole revealing gears in the center of its face, set against an indigo to ultraviolet gradient background.
A woman in a yellow biohazard suit stands on a rocky barren landscape facing a colossal dark sci-fi yellow sphere made of intertwined organic and mutated spheres, under an overcast sky.

Recommended Parameters

samplers

dpmpp_2m, DPM++ 2M

steps

40

cfg

1

Tips

For Flux use CFG=1, Guidance=2.5, Sampler=dpmpp_2m, Steps=40, Strength between 0.8 and 1.0; lower strength like 0.87 improves hands if they degrade.

For SD 3.5 use CFG=1, Guidance=3.5, Sampler=dpmpp_2m, Steps=40, Strength around 0.7 works well.

LoRA allows for quality flexibility from high-definition to intentionally lower-quality aesthetics by adjusting prompts.

Improving anatomy and stability is ongoing with plans to train full checkpoints and expand datasets with diverse poses.

Creator Sponsors

If you'd like to support my work and future updates, you can find me on Ko-fi: https://ko-fi.com/danrisi

The main goal was to make more 'live' images with livelier emotions and more dynamic poses and slightly amateurish quality (also can produce high quality images).

P.S: Thanks to everyone for the feedback! I've noticed the comments (not only here) about anatomy issues, and I’ve been collecting reports and examples from all of you. I'm considering a couple of options to address this:

  1. Training a full checkpoint, which might be the more rational approach for consistent improvements.

  2. Expanding the dataset with more photos that cover diverse poses to help refine anatomical accuracy.

I appreciate the input - it really helps me shape the future updates

P.S.2: I’ve moved training to RunPod for consistent, high-quality results. If you'd like to support my work and future updates, you can find me on Ko-fi. Cause i plan to fine-tune a model, not just a LoRa. https://ko-fi.com/danrisi

Setting i use in ComfyUI for Flux:
CFG=1, Guidance =2.5, Scheduler=Beta, Sampler=dpmpp_2m, Steps=40, Strength= from 0.8 to 1.0 works good, but i'm usually use with 1, but if hands getting worse then i set 0.87

Setting i use in ComfyUI for SD3.5:
CFG=1, Guidance =3.5, Scheduler=sgm_uniform, Sampler=dpmpp_2m, Steps=40, Strength= from 0.5 to 1.0 works good, but i'm usually use with 0.7

V2 - Flux

Brings even more realism and versatility to your creations, with significant improvements in stability, anatomy, and overall quality. This update makes the LoRA more adaptive, allowing you to achieve various quality levels based on your prompts—from high-definition realism to intentionally lower-quality aesthetics.

Trained on 1048 images.

What's New:

Stability Improvements: The new version is more stable and works better with text-based prompts, providing a smoother and more predictable output.

Enhanced Hands & Anatomy: Hands and body anatomy are more refined, enhancing lifelike quality.

Quality Flexibility: With the right prompts, you can adjust for both high-quality and lower-quality aesthetics (examples available).



V1.2 for SD3.5 - Large

Decided to make a version for sd3.5 almost with same settings. Imo looks good, but i noticed some problems with anatomy (in some moments even worse then flux), but aesthetic (colors, contrast and other stuff looks even better then flux). I see that sd3.5 have potential, maybe new versions will be on sd3.5 too.

V1.2

Changed half of images in dataset, changed prompting style, improved hands, less 'flashlight effects' at night scenes and overall LoRa quality improvement (i hope).
In this version it's unnecessarily to use tons of 'trigger words' like in V1. Just add some of them that i mentioned in trigger words

V1

Trained another amateur lora (that's already been done a lot around here).

Still, I took some pictures from my dataset on the 2000s and added another 700 pictures. It came out pretty good so far, but there is a controversial point about quality optimization, I was hoping it would help control the quality, but as I see it only confused the model. In the dataset there are many different gradations of quality, like:

1) High-resolution photo, shot on a mobile phone, no visible artifacts, clear and sharp

2) Low-resolution, amateur photo shot on digital camera, no visible jpeg artifacts, slightly noisy

3) Medium-resolution photo, shot on a mobile phone, slight graininess due to low light conditions, no significant digital artifacts

And other their combinations and variations. I think i'll remove such in next version. But this one working the best for me:

Low-resolution, amateur photo shot on digital camera, no visible jpeg artifacts, slightly noisy

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Model Details

Model type

LORA

Base model

Flux.1 D

Model version

Flux - v2

Model hash

b1c4ddf956

Trained words

amateurish photo
low lighting
in motion
overexposed
underexposed
GoPro lens
eerie atmosphere
smeared background
smeared foreground

Creator

Danrisi's avatar
Danrisi

Discussion

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Images by UltraRealistic Lora Project - Flux - v2

Elegant Bulgarian model taking a joyful selfie in a minimalist loft, illuminated by soft directional window light highlighting her glowing complexion and natural skin texture.
Polished white metallic robotic figure with a fragmented crystalline halo, swirling black smoke in eye cavities, and a circular keyhole revealing gears in the center of its face, set against an indigo to ultraviolet gradient background.
A woman in a yellow biohazard suit stands on a rocky barren landscape facing a colossal dark sci-fi yellow sphere made of intertwined organic and mutated spheres, under an overcast sky.

aesthetic Images

A semi-realistic watercolor painting of a white-haired elf woman with pointed ears, wearing a white crop top, white pants, and a flowing cape. She is surrounded by flying doves against a soft, pastel sky background.
Profile silhouette of a young woman with a long braid walking in a street at sunset with warm neon pink lighting and vintage atmosphere.
Oil painting of Azuma Seren with multicolored hair holding a bright floral bouquet against a clear blue sky with clouds.
Side profile of a male wearing an animal skull mask with horns and a lace cloth on an orange background in analog photo style with film grain effect.
A hyper-realistic fantasy illustration of a supermodel wearing a colorful, avant-garde dress, surrounded by vibrant swirling patterns.
Elegant young woman in traditional Chinese Hanfu attire with flower blossom jewelry and long dark hair, posing surrounded by pink blossoms and soft white smoke.
A detailed portrait of an elven witch with a large pointed hat and flowing hair, wearing a blue dress, surrounded by dark magic and floating particles in a ruined castle background.
A digital painting of a princess in gold armor riding a large, intricately detailed metal dragon with blue gemstones, set against a dramatic sunset and mountainous fantasy landscape with colorful flowers.
Futuristic cyborg girl with luminous neon white hair sitting cross-legged, viewed from below with mechanical limbs and glowing blue lighting in a dark cyberpunk city.
A girl with long blonde hair wearing a blue lace outfit and capelet stands beneath a rainy bus shelter, holding a bouquet of green flowers with water droplets falling around her.

photorealistic Images

A photorealistic, cinematic image of several large black stones perfectly balanced vertically on a desert ground with sparse vegetation and rocks scattered around under a soft, hazy sky.
A photorealistic cinematic image of a sunset casting golden twilight over a white forest with rolling hillsides and ethereal light filtering through thin clouds.
A photorealistic golden frog with glowing green wings sits on an intricate patterned forest floor in a dense, moody organic jungle with cinematic lighting.
Panoramic desert landscape featuring a retro diner on the left, ancient Greek-style ruins on the right, and a glowing mysterious portal in the mountainous background under a dramatic cloudy sky.
A photorealistic Victorian lady in an ornate corseted gown and lace parasol walks along a misty manor walkway at dawn with soft early morning light.
Black silhouette of a young woman with grey hair and an eagle feather in her hair, with a photorealistic white wolf howling integrated inside through double exposure technique.
A silhouette of an abstract painter standing in front of an easel, surrounded by thin, colorful geometric lines on a metallic white background
Black and white portrait of a Nordic woman with green eyes wearing a wool hat, with snow falling and frost on her clothing.
A solitary boy stands in a vast field of sunflowers bathed in golden-hour light, evoking a feeling of melancholy and introspection with photorealistic cinematic lighting.

sexy Images

A girl with flowing ginger hair, green eyes, and a Scotland-inspired outfit kneeling in a green meadow with a cloudy sky background, styled in arcane art style.
A monochromatic detailed illustration of a woman with large black-and-white angel wings, kneeling with a surprised expression and flowing hair.
A hyper-realistic female warrior with white hair and tattoos, wearing a red crop top and skirt with fur trim, holding a fantasy weapon in a snowy forest.
Anime-style bunny girl with platinum blonde hair and pink tips, dressed in a glossy pink crop top and mini skirt with bunny ears, black lace gloves, and high platform heels, surrounded by black, white, and pink balloons on a clean light background.
Close-up neon-style digital portrait of a blonde woman wearing a black choker and dark clothing with orange and teal lighting effects over her face and hair.
A hooded skaven rat holding a knife and running with a piece of cheese in its mouth, set in dark, ruined city streets with green haze.
A futuristic DJ girl with heterochromia eyes, pink and blue hair, colorful bracelets, black leather outfit, and detailed tattoos operating a DJ mixer.
Female rock singer with short white hair wearing a black leather jacket and gloves, holding a microphone on stage with dramatic lighting and blurred guitarist in background.
A realistic woman wearing glossy black glass-like clothing, with orange and teal lighting effects highlighting her long blonde hair and face, featuring holographic blue graphics and digital glitch effects over her eyes.
Close-up realistic portrait of a young woman with twin black braids, green eyes, dark lipstick, heart-shaped tattoo on her cheek, wearing a black choker and silver chains.

style Images

A dynamic portrait of a Polish archer holding a royal scimitar and drawing a bow, wrapped in the Polish flag with detailed armor, set against a dark fantasy background.
3D rendered giant robot standing in a field at night, glowing eyes, facing a boy in a yellow hoodie with starry sky and forest background.
Detailed illustration of a girl with long black hair and a curvy figure, rendered in an artistic chalk and coal style with dynamic composition.
Oil painting of a black raven perched on a gnarled tree branch against a vibrant sunset sky with dramatic clouds and distant mountains.
A striking upper body portrait of a gothic woman with vibrant orange and black abstract patterns overlaying her face, glowing eyes, and a sensual, sinister smile, depicted in a highly detailed charcoal drawing style with intense, vibrant colors and volumetric lighting.
Stylized Parisian woman in black haute couture dress and hat walking a white Scottish terrier on a yellow background, shown in side profile with minimalist pop art style.
Full-body shot of a ballet dancer with violet hair in a pleated dress on a polished floor with ribbons and petals.
Woman with short blue hair in black mini dress at amusement park.
Woman in animal print leggings and satin camisole in a handcrafted living room.
Lower body wearing gold ankle boots and multicolor dress.

woman Images

A woman in a long flowing purple gown stands in a forest of towering crystalline structures, her head emitting a vertical beam of light that illuminates the surroundings with prism-like colors.
A woman and a deer facing each other in a dark, foggy autumn forest with mystic lighting and soft bokeh effects.
Monochromatic surreal portrait of an ethereal woman with expressive eyes and porcelain skin, set against a circular background with glass fragments and soft light highlights.
A woman in an impasto style painting wearing a flowing yellow dress with red accents and red high heels against a gray background with dynamic brushstrokes.
A woman standing against a wall with bold black-and-white vertical stripes, wearing a loose-fitting white button-up shirt and black high-waisted pants, softly lit with a serene expression.
A fierce woman with black long hair and tribal warpaint yells and raises her fist while riding a large black and orange T-Rex in a jungle setting, illustrated in flat vector style.
Black and white portrait of a woman with long wavy hair, shown in profile, with soft natural lighting highlighting her calm, elegant expression.
Beautiful woman with long black hair and blue eyes wearing white scale armor adorned with a hibiscus tattoo, holding a sword with purple runes, surrounded by cherry blossom trees.