Instructions to use Danrisi/UltraReal_FineTune_Anima_base1_v3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use Danrisi/UltraReal_FineTune_Anima_base1_v3 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("Danrisi/UltraReal_FineTune_Anima_base1_v3", dtype=torch.bfloat16, device_map="cuda") prompt = "@compact_digital_photo @sfw @amateur_photo @candid_photo @available_light @overexposed A clearly adult woman dressed as Katara from Avatar: The Last Airbender, standing in profile in a cluttered bedroom, captured with the soft, low-contrast look of a mid-2000s compact digital camera. The image features a blown-out sky through vertical blinds, creating a strong silhouette effect that obscures most of her facial features and body details in shadow. She is wearing Katara’s recognizable blue Water Tribe outfit, with her body angled to the side and her back partially toward the camera. Her long, dark hair falls over her shoulders, styled in a way reminiscent of the character. The room is messy, with a desk visible in the background, a calendar pinned to the wall with various photos, a small lamp, some plastic bottles, and a chair. The photo has a soft, hazy quality due to the intense backlight, limited dynamic range, and digital noise typical of the era, further emphasized by the medium resolution. @2005 score_5" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
UltraReal_FineTune_Anima_base1_v3
🚀 What's New (Compared to base1_v2)
Improved Style: Pushed the overall realism and aesthetic quality much further from the original anime base.
Better Diversity: The model is far less repetitive now and generates a much wider variety of faces, types, and compositions.
⚠️ Known Issues: It still struggles with certain specific emotions. For example, "pouting" is still pretty stubborn and doesn't work quite right yet.
Anyway, here is a mini-guide on how it's supposed to work:
To achieve maximum realism, analog grit, or authentic casual smartphone aesthetics, you should follow the exact prompt structure the model was trained on.
📐 The Prompt Formula:
[Prefix Tags] + [Natural Language Description] + [Suffix Tags & Score]
Prefix Tags (The Setup): Set the camera type, lighting, safety, and shot style at the very beginning.
Core Description (The Scene): Describe the subject, clothing, pose, and background using natural English sentences (avoid messy tag-soup).
Suffix Tags (The Quality & Era): Close your prompt with the simulated year of the photo and the quality score.
📋 KEYWORDS TO COPY-PASTE
Camera & Tech Prefixes:
@smartphone_photo— Casual, modern mobile look with subtle computational processing.@compact_digital_photo— Early 2000s "point-and-shoot" digicam vibe.@film_photo— Authentic analog look with rich organic textures and grain.@vhs_screencap— Retro video tape style with scanlines.@dslr_photo— Clean, professional camera rendering.
Lighting & Style Prefixes:
@available_light— Soft, natural indoor/outdoor daylight.@direct_flash— Harsh, flat flash (perfect for late-night party vibes or digicam looks).@candid_photo— Caught-on-camera, unposed, natural moments.@posed_photo— Deliberate posing.@mirror_reflection— Perfect for mirror selfies.@underexposed/@overexposed— For dramatic low-light or high-contrast shots.
Safety Blocks:
@sfwor@nsfw(choose depending on your target generation)
Era & Quality Suffixes (Put at the very end!):
Years:
@1995,@2000,@2005,@2010,@2020,@2025Scores:
score_5,score_6,score_7,score_8,score_9(can be used in negative)
💡 Tip: Use score_8 or score_9 for high definition and clean details. Use score_6 or score_7 combined with @smartphone_photo or @compact_digital_photo if you want a grittier, intentionally imperfect lo-fi look
📸 EXAMPLE PROMPTS
Modern Smartphone Selfie:
@smartphone_photo @sfw @amateur_photo @candid_photo @available_light A close-up portrait selfie of a 20-year-old woman with neon green hair and heavy eyeliner. She is looking at the camera with a neutral expression. The background is a blurry minimalist bedroom. @2025 score_8
Retro Digicam Flash (Vibe from 2005):
@compact_digital_photo @sfw @amateur_photo @posed_photo @direct_flash An overexposed snapshot of a young woman posing in a cluttered room at night. Harsh flash lighting, red-eye effect, visible digital noise, and washed-out colors. @2005 score_7
Analog Film Portrait (Cosplay):
@film_photo @sfw @amateur_photo @candid_photo @available_light A medium shot of a young woman cosplaying Princess Zelda, sitting inside a car. @2015 score_8
*P.S.: Still WIP
Sample Images
@compact_digital_photo @sfw @amateur_photo @candid_photo @available_light @overexposed A clearly adult woman dressed as Katara from Avatar: The Last Airbender, standing in profile in a cluttered bedroom, captured with the soft, low-contrast look of a mid-2000s compact digital camera. The image features a blown-out sky through vertical blinds, creating a strong silhouette effect that obscures most of her facial features and body details in shadow. She is wearing Katara’s recognizable blue Water Tribe outfit, with her body angled to the side and her back partially toward the camera. Her long, dark hair falls over her shoulders, styled in a way reminiscent of the character. The room is messy, with a desk visible in the background, a calendar pinned to the wall with various photos, a small lamp, some plastic bottles, and a chair. The photo has a soft, hazy quality due to the intense backlight, limited dynamic range, and digital noise typical of the era, further emphasized by the medium resolution. @2005 score_5
@dslr_photo @professional_photo @candid_photo A candid, medium-shot photograph of a 20-years-old sexy woman, naturally beautiful. with long, wavy blonde hair that falls naturally around her shoulders. She has scrutinize expression. She is wearing a sleeveless, deep V-neck halter dress made of a textured, olive-green fabric with a subtle floral or botanical pattern. She is wearing two delicate, layered gold necklaces with small pendants. In the foreground, a blurry, out-of-focus wooden pole or oar cuts diagonally across the frame, partially obstructing the view. outdoor daylight setting, near water. The background is dark, muted, and out of focus, with hints of other figures and structures, creating a shallow depth of field that emphasizes her expressive face. candid style, high quality, high resolution, dramatic light @2005 score_8
@smartphone_photo @amateur_photo @candid_photo @available_light @underexposed A medium resolution, candid night shot of Tracer from Overwatch sitting at an outdoor table in a dimly lit, outdoor cafe. The girl in front is Tracer, with her short, spiky brown hair and signature orange chrono-glasses, dressed in her iconic brown flight jacket. holding lit cigarette between her parted lips, with a soft, natural expression looking slightly away from the camera . The image is significantly underexposed in the foreground, with crushed shadows obscuring details of the subject, low-light. @2020 score_6
@film_photo @professional_photo @candid_photo @harsh_backlight @silhouette A cinematic medium resolution shot of a man with a shaved head, captured in a dark, moody environment with strong rim lighting. The man is positioned in profile, looking toward the camera with a tense, focused expression, his eyes catching a faint highlight. He is wearing a dark, high-collared jacket and is holding a revolver, in front of his face. The lighting is dominated by a harsh backlight that creates a distinct silhouette and bright outline around his head and shoulders, casting the front of his face into deep shadow with minimal detail. The background features a large, geometric window frame with cool, hazy blue light bleeding through, suggesting an industrial or interior nighttime setting. The image has a grainy, film-like texture with soft highlight rolloff and a dramatic, high-contrast aesthetic typical of 1980s or 1990s thriller cinema. @1990 score_8
@dslr_photo @professional_photo @candid_photo @available_light A medium resolution close-up portrait of a woman in her 30s with a pale, gaunt facial structure and a faint, thin scratch or red mark on her forehead. She has messy, voluminous blonde hair that falls over one side of her face, obscuring part of her eye, while her other eye looks directly toward the camera with a tired, intense gaze. She is wearing a thin red choker with a small white cameo pendant and a white top with lace-like texture visible at the neckline. The lighting is heavily stylized with a harsh, sickly green tint that washes over her skin and hair, creating strong contrast against a near-black, underexposed background. The composition is tight, focusing on her expression and disheveled appearance, with the green light casting deep shadows in her eye sockets and under her nose. The image has a cinematic, dark, and slightly hazy atmosphere, typical of a film still. @2005 score_8
Model Details
- Base Model: circlestone-labs/Anima
- Type: LoRA
- Downloads last month
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