【完全版・無料】 CrodyのAnima画像生成ガイド

pip install torch diffusers git+https://github.com/Faildes/sd_embed_negpip.git git+https://github.com/Faildes/diffusers-anima@from_multiple_models git+https://github.com/huggingface/transformers@1e931b8fcafa19dc82b2a482898098e4d15aca81

import torch
from diffusers_anima import AnimaPipeline

pipe = AnimaPipeline.from_single_file("/path/to/anima.safetensors", variant="bf16")
pipe.scheduler.set_sampling_config(
    sampler="euler_a_rf",      # flowmatch_euler | euler | euler_a_rf | euler_ancestral_rf | er_sde
    sigma_schedule="normal",     # uniform | beta | simple | normal
)
pipe.safety_checker = None
pipe.to("cuda")

def bpro(prompt):
    off = t = 0
    nl = []

    for g in prompt.split(","):
        if "BREAK" in g:
            add = (t + off) % 75
            nl += [" "] * add
            off += add
        else:
            t += g.count(" ") + 1
            nl.append(g)

    return ",".join(nl)

from sd_embed.embedding_funcs import get_weighted_text_embeddings_anima

prompt = "masterpiece, best quality, score_9, score_8, score_7, year 2025, newest, highres, absurdres, very aesthetic, scenery, 1girl, solo, long hair, blue eyes, white blouse, pleated skirt, looking at viewer, gentle smile, smiling"

negative = "worst quality, low quality, early, old, score_1, score_2, score_3, cartoon, graphic, painting, crayon, graphite, abstract, glitch, deformed, mutated, ugly, disfigured, long body, bad anatomy, bad hands, missing fingers, extra fingers, extra digits, fewer digits, cropped, very displeasing, artist name, blurry, jpeg artifacts, lowres, censor"

steps = 30
cfg = 5.0
seed = 1234
w, h = 960, 1680
embeds, negative_embeds=get_weighted_text_embeddings_anima(pipe,prompt=bpro(prompt),neg_prompt=negative)

result = pipe(
    prompt=None,
    prompt_embeds=embeds, 
    negative_prompt_embeds=negative_embeds,
    width=w,
    height=h,
    num_inference_steps=steps,
    guidance_scale=cfg,
    generator=torch.Generator(device="cpu").manual_seed(seed),
)
result.images[0].save("output.png")

ratios = {
    "Portrait (2:3)": 2 / 3,
    "Standard (3:4)": 3 / 4,
    "Large Format (4:5)": 4 / 5, # 
    "Selfie, Social Media Videos (9:16)": 16 / 9,
    "Square (1:1)": 1 / 1,
    "SD TV (4:3)": 1.33 / 1,
    "IMAX (1.43:1)": 1.43/1,
    "European Widescreen (1.66:1)": 1.66/1,
    "Widescreen / HD TV (16:9)": 16 / 9,
    "Standard Widescreen (1.85:1)": 1.85/1,
    "Cinemascope / Panavision (2.35:1)": 2.35/1,
    "Anamorphic Widescreen (2.39:1)": 2.39/1,
    "Older TV and some documentaries (4:3)": 4/3,
    "Golden Ratio (1.618:1)": 1.618 / 1,
    "Extended Format (4:7)": 1.75 / 1,
}

target_pixels = 1638400
center_point = 1280

for name, ratio in ratios.items():
    width = int(center_point * (ratio**0.5))
    height = int(target_pixels / width)
    width = width - (width % 16)
    height = height - (height % 16)
    total_pixels = width * height
    print(f"{name}, {width}x{height}")

[1. Quality / meta / rating]
[2. Subject count / interaction]
[3. Character / subject details]
[4. Body / hair / face / outfit]
[5. Pose / action]
[6. Camera / composition]
[7. Background / scene]
[8. Lighting / depth / effects]
[9. Optional natural language supplement]

masterpiece, best quality, score_7, safe, newest, highres,
[person count], [interaction if needed],

[character name], [series name],
[@artist name if needed],
[skin / ears / horns / halo / wings],
[hair color], [hair length], [hair style],
[eye color], [eye shape], [pupils],
[expression],
[body features],
[headwear / eyewear],
[neckwear],
[upper clothes],
[lower clothes],
[legwear],
[shoes],
[accessories / tail / wings],

[pose], [hand position], [leg position], [action],
[camera distance], [camera angle], [lens], [focus], [composition],
[background], [time], [weather], [scene objects],
[lighting], [depth], [effects], [after details]

worst quality, low quality, early, old, score_1, score_2, score_3, cartoon, graphic, painting, crayon, graphite, abstract, glitch, deformed, mutated, ugly, disfigured, long body, bad anatomy, bad hands, missing fingers, extra fingers, extra digits, fewer digits, cropped, very displeasing, artist name, blurry, jpeg artifacts, lowres, censor

グッド:
masterpiece, best quality, long hair, looking at viewer

避けて:
Best Quality, Long Hair, Looking At Viewer

masterpiece, best quality, score_7, safe, 1girl, solo

Good:
fake rabbit ears, looking at viewer, long hair, low side ponytail

Less preferred:
fake_rabbit_ears, looking_at_viewer, long_hair, low_side_ponytail

score_7, score_1, score_2

(red eyes:1.2)
(black sundress:1.2)
(glowing suspenders:1.3)

masterpiece, best quality, score_7, safe,

masterpiece, best quality, score_9, score_8, score_7, year 2025, newest, highres, absurdres, very aesthetic, scenery

masterpiece, best quality, amazing quality, 4k, very aesthetic, high resolution, ultra-detailed, absurdres

masterpiece, best quality, score_7, highres

newest, recent, mid, early, old, year 2025, year 2024

newest, highres

safe
sensitive
nsfw
explicit

safe      : 通常イラスト
sensitive : 軽い色気、肌見せ、フェチ寄り
nsfw      : 成人向け方向
explicit  : 強い成人向け方向

@artist name

masterpiece, best quality, score_7, safe, newest, highres,
1girl, solo,
@artist name,
long hair, blue eyes, white dress

1girl, solo
1boy, solo, male focus
1other, solo

2girls, duo
2boys
1girl and 1boy

2girls, duo, holding hands
2girls, back-to-back
2girls, facing each other
1girl and 1boy, walking together

2girls, duo, holding each other's hands,

angel girl, red halo, long white hair, red eyes, red angel wings, black dress,
devil girl, white horns, long black hair, blue eyes, blue demon wings, white dress,

floating in midair, bodies facing each other

character name, series name,
skin, ears, horns, halo, wings,
hair color, hair length, hair style,
eyes, pupils, eyelashes, eyebrows,
expression,
neckwear,
upper clothes,
lower clothes,
legwear,
shoes,
accessories,
tail, wings, extra body parts

1girl, solo,
hatsune miku, vocaloid,
aqua hair, long twintails, blue eyes,
smile, looking at viewer,
black crop top, detached sleeves, pink skirt,
standing, reaching toward viewer

white dress

white flowy maxi dress with layered chiffon skirt, delicate lace trim, softly gathered bust, embroidered hemline, light fabric folds

dark blue open jacket with a cropped streetwear silhouette, glossy technical fabric, oversized lapels, zip details, seam panels, cuff accents

eyes,
eyebrows,
mouth,
emotion,
face color,
sweat / tears / blush

wide-eyed, raised inner eyebrows, open mouth, startled expression, sweatdrop

averting eyes, embarrassed, full-face blush, wavy mouth, sweatdrop

head lowered, face angled downward, chin tucked, looking up at viewer from under her brows, upgaze

three-quarter face, slightly side-angled view, camera positioned slightly to the side

holding plate, v sign

left hand holding a plate with cake, right hand making a v sign beside her face, both arms clearly visible

both hands clearly visible
exactly two arms
exactly two hands
one hand on own chest
the other hand on the floor
one hand touching her cheek
the other hand holding a plate

exactly four fingers on each hand, four digits on each hand, thumb and three fingers, no fifth finger

exactly three fingers on each hand, three digits on each hand, thumb and two fingers, no fourth finger, no fifth finger

five fingers, five digits, extra fingers, human hands, realistic human hands

shot size,
camera position,
camera angle,
lens,
focus,
composition

upper body portrait, from below, extreme dutch angle, fisheye, face focus, dynamic diagonal composition

dynamic diagonal composition,
extreme dutch angle,
dramatic perspective,
strong foreshortening,
aggressive perspective,
foreground blur,
layered depth

camera directly above, directly overhead view, top-down view, bird's-eye view, straight overhead shot

head near the top of the frame, feet toward the bottom of the frame, torso vertical in frame, not upside down

three-quarter view, slightly side-angled view, camera positioned slightly to the side

beach, sunset

beach, beach waves, orange sky, clouds, sparkling sea surface, wet sand, foreground water sparkle, palm trees, sunset haze

summer park, scorching hot sunlight, heat haze, dry grass, trees, bench, paved path, harsh midday light

cyberpunk city, neon reflections, reflective wet ground, drifting smoke, dark atmosphere, glowing rim light

sacred forest, waterfall, moss-covered rocks, reflective lake surface, floating leaves, mist, sunlight filtering through dense trees

supernova-like sky, expanding ring of light, solar flare streaks, glowing orange clouds, ember particles, luminous horizon

backlighting, rim light, subsurface scattering, lens flare, depth of field, bokeh, volumetric lighting

strong backlighting, golden rim light, sunburst, lens flare

dark atmosphere, chiaroscuro, tenebrism, dramatic shadow

caustics, refraction, reflective liquid, water splashes, suspended droplets

glowing particles, swirling light rings, sparkling dust, transformation magic effect, afterimage silhouette, burst of light

neon haze, chromatic aberration, glowing outlines, holographic particles, reflective wet ground

A blonde woman kneels in shallow beach water while her white dress flows with the waves. The camera looks down from a dramatic angle, with golden sunlight, sparkling water, and a soft summer atmosphere.

The red angel girl and the blue demon girl float in the night sky, holding each other's hands. Their wings spread in opposite colors under a red-to-blue gradient moon.

worst quality, low quality, score_1, score_2, score_3, artist name

worst quality, low quality, early, old, score_1, score_2, score_3, cartoon, graphic, painting, crayon, graphite, abstract, glitch, deformed, mutated, ugly, disfigured, long body, bad anatomy, bad hands, missing fingers, extra fingers, extra digits, fewer digits, cropped, very displeasing, artist name, blurry, jpeg artifacts, lowres, censor

upside down, rotated 180 degrees, side view, profile view, sideways body, horizontal body orientation

five fingers, five digits, extra fingers, human hands, realistic human hands

four fingers, five fingers, four digits, five digits, extra fingers, human hands, realistic human hands

masterpiece, best quality, amazing quality, 4k, very aesthetic, high resolution, ultra-detailed, absurdres

masterpiece, best quality, score_7, highres

general
questionable
explicit

safe
sensitive
nsfw
explicit

looking_at_viewer
fake_rabbit_ears
low_side_ponytail

looking at viewer
fake rabbit ears
low side ponytail

artist_name

@artist name

2girls, holding hands, floating, red moon

2girls, duo, floating in midair, holding each other's hands,
The two girls float under a red-to-blue gradient moon, their wings spreading in opposite directions.

masterpiece, best quality, score_7, safe, newest, highres,
[person count], [interaction],

[character name], [series], [@artist if needed],
[skin / ears / horns / halo / wings],
[hair color], [hair length], [hair style],
[eye color], [eye shape], [pupils],
[expression],
[body features],
[headwear / eyewear],
[neckwear],
[upper clothes],
[lower clothes],
[legwear],
[shoes],
[accessories / tail / wings],

[pose], [hand position], [leg position], [action],
[camera distance], [camera angle], [lens], [focus], [composition],
[background], [time], [weather], [scene objects],
[lighting], [depth], [effects], [after details]

worst quality, low quality, early, old, score_1, score_2, score_3, cartoon, graphic, painting, crayon, graphite, abstract, glitch, deformed, mutated, ugly, disfigured, long body, bad anatomy, bad hands, missing fingers, extra fingers, extra digits, fewer digits, cropped, very displeasing, artist name, blurry, jpeg artifacts, lowres, censor

masterpiece, best quality, score_7, safe, newest, highres,
1girl, solo,
blonde hair, low side ponytail, blue eyes,
white dress with lace-trimmed collar, puffy sleeves, shoulder cutout,
looking at viewer, turning head, parted lips,
leaning back against a tree, one hand extended toward the viewer,
upper body portrait, medium shot, dutch angle, dynamic diagonal composition,
forest, flowers, white butterfly,
dappled sunlight, backlighting, lens flare, depth of field, volumetric lighting

masterpiece, best quality, score_7, safe, newest, highres,
1girl, solo,
orange hair, inverted bob, orange eyes,
turtleneck ribbed black tank top, layered off-shoulder orange dress,
torso twist, one shoulder forward, flowing hair, fluttering dress,
upper body portrait, from below, extreme dutch angle, dynamic diagonal composition, strong perspective,
nova orange theme, supernova-like sky, expanding ring of light, ember particles,
sunset city rooftop terrace, distant skyline,
golden-orange backlighting, rim light, lens flare, depth of field, volumetric lighting

masterpiece, best quality, score_7, safe, newest, highres,
2girls, duo, holding each other's hands,

angel girl, red halo, long white hair, red eyes, red angel wings,
rough personality, fierce expression,
black sundress with flowing layered skirt,

devil girl, white horns, long black hair, blue eyes, blue demon wings,
quiet personality, gentle expression,
white sundress with flowing layered skirt,

floating in midair, bodies facing each other, fingers interlaced,
wings spread wide, hair drifting in the air,
three-quarter view, medium shot, extreme dutch angle, dynamic diagonal composition,
night, starry sky, red-to-blue gradient full moon,
soft rim light, backlighting, bokeh, depth of field, volumetric lighting

[ ] quality / meta / rating tags が先頭にある
[ ] 安定した品質が必要な場合は score_7 を入れている
[ ] safety tag を入れている
[ ] 通常タグは underscore ではなく space 区切りにしている
[ ] artist tag には @ を付けている
[ ] 人数タグが明確である
[ ] キャラ同士の関係性を人数タグの近くに置いている
[ ] 複数キャラの場合、それぞれの外見を分けて書いている
[ ] 手の位置を明確にしている
[ ] カメラ角度とポーズが競合していない
[ ] 背景に場所・時間・雰囲気が入っている
[ ] ライティングとエフェクトを後半に置いている
[ ] 複雑な場面では自然文を追加している
[ ] Negative promptに競合するスタイル・年代タグを詰め込みすぎていない

1. rating と quality を決める
2. 人数を決める
3. キャラクター情報を書く
4. 外見を上から下へ書く
5. 衣装を上から下へ書く
6. 表情を書く
7. ポーズと手の位置を書く
8. カメラと構図を書く
9. 背景を書く
10. 光・奥行き・エフェクトを足す
11. 複雑な場面なら自然文を足す
12. Negative prompt を作る

masterpiece, best quality, score_9, score_8, score_7, year 2025, newest, highres, absurdres, very aesthetic, scenery, 1girl, solo, cute, pink hair, very long hair, choppy bangs, long sidelocks, flowing hair, nebulae cosmic purple eyes, white pupils, rimlit eyes, facing side, looking at viewer, downturned eyes, light smile, red annular solar eclipse halo, red choker, detailed purple blazer with a fitted tailored cut, structured shoulders, gold piping, decorative seams, flap pockets, subtle celestial embroidery, ornate cuffs, collared white shirt with crisp pleats and a clean front placket, big red neckerchief with layered folds and wind-swept fabric, glowing stars swirling, glowing star in her outstretched hand, fingers, dramatic head tilt, torso twist, from side, from below, upper body portrait, extreme dutch angle, dynamic diagonal composition, intense perspective, strong foreshortening, wind-blown hair, fluttering neckerchief, flying fabric, sweeping motion, face focus, sharp focus, vivid foreground light streaks, blurry foreground particles, layered depth, colorful, saturated, rim light, strong backlighting, subsurface scattering, (colorful light particles:1.3), glowing star trails, energy arcs, cosmic sky, aurora, chaotic night sky, fantasy background, dreamlike atmosphere, detailed background, bokeh, depth of field, volumetric lighting, dispersion \(optics\), prism

[Quality / Meta / Year / Resolution / Aesthetic]
masterpiece, best quality, score_9, score_8, score_7, year 2025, newest, highres, absurdres, very aesthetic, scenery,

[Person Count / Subject Count]
1girl, solo,

[Character / General Subject Traits]
cute,

[Appearance / Hair]
pink hair, very long hair, choppy bangs, long sidelocks, flowing hair,

[Appearance / Eyes]
nebulae cosmic purple eyes, white pupils, rimlit eyes,

[Expression / Face Direction / Gaze]
facing side, looking at viewer, downturned eyes, light smile,

[Accessories / Character Design]
red annular solar eclipse halo, red choker,

[Outfit / Upper Clothing]
detailed purple blazer with a fitted tailored cut, structured shoulders, gold piping, decorative seams, flap pockets, subtle celestial embroidery, ornate cuffs,
collared white shirt with crisp pleats and a clean front placket,
big red neckerchief with layered folds and wind-swept fabric,

[Effects / Props / Action-linked Visual Elements]
glowing stars swirling, glowing star in her outstretched hand, fingers,

[Pose / Action / Body Direction]
dramatic head tilt, torso twist,

[Camera / Composition]
from side, from below, upper body portrait, extreme dutch angle, dynamic diagonal composition, intense perspective, strong foreshortening,

[Motion / Secondary Action]
wind-blown hair, fluttering neckerchief, flying fabric, sweeping motion,

[Focus / Composition Detail]
face focus, sharp focus,

[Foreground / Depth / Effects]
vivid foreground light streaks, blurry foreground particles, layered depth,

[Color / Rendering Mood]
colorful, saturated,

[Lighting / Rendering]
rim light, strong backlighting, subsurface scattering, (colorful light particles:1.3), glowing star trails, energy arcs,

[Background / Scene]
cosmic sky, aurora, chaotic night sky, fantasy background, dreamlike atmosphere, detailed background,

[Depth / Post Effects]
bokeh, depth of field, volumetric lighting, dispersion \(optics\), prism

extra digits, worst quality, low quality, early, old, score_1, score_2, score_3, cartoon, graphic, painting, crayon, graphite, abstract, glitch, deformed, mutated, ugly, disfigured, long body, bad anatomy, bad hands, missing fingers, extra fingers, extra digits, fewer digits, cropped, very displeasing, artist name, blurry, jpeg artifacts, lowres, censor

masterpiece, best quality, score_9, score_8, score_7, year 2025, newest, highres, absurdres, very aesthetic, scenery, 2girls, duo, black angel with white hair and white devil with black hair, floating in midair, dynamic paired pose, black angel girl, red halo, long white hair, hair between eyes, floating hair, white eyelashes, red eyes, red angel wings, rough personality, fierce expression, confident smile, parted lips, looking at viewer, turning head, slightly aggressive body language, (black sundress:1.2) with a soft draped bodice, delicate gathered bust, subtle lace inset details, thin shoulder straps, flowing layered skirt, lightweight fabric, gently flared hem, elegant summer dress silhouette, white devil girl, big white horns, long black hair, floating hair, blue eyes, blue bat demon wings, blue demon tail, calm personality, quiet expression, gentle gaze, soft smile, looking at viewer, slightly timid body language, (white sundress:1.2) with a soft draped bodice, delicate gathered bust, subtle lace inset details, thin shoulder straps, flowing layered skirt, lightweight fabric, gently flared hem, elegant summer dress silhouette, their bodies facing each other, one arm reaching across to grasp each other's hand, the free arms trailing naturally, slight back arch, torso twist, legs floating softly, elegant mirrored composition, face focus, portrait, three-quarter view, close shot, extreme dutch angle, dynamic diagonal composition, dramatic floating pose, controlled foreshortening, red angel wings spread wide, blue demon wings spread wide, hair drifting in the air, shimmering red feathers swirling around them, (night, starry sky:1.2), red-to-blue gradient full moon, ominous yet dreamy atmosphere, dappled moonlight, subtle lens flare, soft rim light, backlighting, layered depth, bokeh, depth of field, volumetric lighting

[Quality / Meta / Year / Resolution / Aesthetic]
masterpiece, best quality, score_9, score_8, score_7, year 2025, newest, highres, absurdres, very aesthetic, scenery,

[Person Count / Interaction]
2girls, duo,

[Character / General Concept]
black angel with white hair and white devil with black hair,

[Pose / Action]
floating in midair, dynamic paired pose,

[Character A / Identity]
black angel girl,

[Character A / Accessories / Hair / Eyes]
red halo, long white hair, hair between eyes, floating hair, white eyelashes, red eyes,

[Character A / Wings]
red angel wings,

[Character A / Personality / Expression / Gaze]
rough personality, fierce expression, confident smile, parted lips, looking at viewer, turning head, slightly aggressive body language,

[Character A / Outfit]
(black sundress:1.2) with a soft draped bodice, delicate gathered bust, subtle lace inset details, thin shoulder straps, flowing layered skirt, lightweight fabric, gently flared hem, elegant summer dress silhouette,

[Character B / Identity]
white devil girl,

[Character B / Accessories / Hair / Eyes]
big white horns, long black hair, floating hair, blue eyes,

[Character B / Wings / Tail]
blue bat demon wings, blue demon tail,

[Character B / Personality / Expression / Gaze]
calm personality, quiet expression, gentle gaze, soft smile, looking at viewer, slightly timid body language,

[Character B / Outfit]
(white sundress:1.2) with a soft draped bodice, delicate gathered bust, subtle lace inset details, thin shoulder straps, flowing layered skirt, lightweight fabric, gently flared hem, elegant summer dress silhouette,

[Interaction / Pose / Body Relationship]
their bodies facing each other, one arm reaching across to grasp each other's hand, the free arms trailing naturally, slight back arch, torso twist, legs floating softly, elegant mirrored composition,

[Camera / Composition]
face focus, portrait, three-quarter view, close shot, extreme dutch angle, dynamic diagonal composition, dramatic floating pose, controlled foreshortening,

[Motion / Secondary Action]
red angel wings spread wide, blue demon wings spread wide, hair drifting in the air, shimmering red feathers swirling around them,

[Background / Scene]
(night, starry sky:1.2), red-to-blue gradient full moon, ominous yet dreamy atmosphere, dappled moonlight,

[Lighting / Effects]
subtle lens flare, soft rim light, backlighting,

[Depth / Rendering]
layered depth, bokeh, depth of field, volumetric lighting

blue feathers, blue halo, red demon wings, blue angel wings, red demon tail, blurry edges, extra digits, conjoined fingers, wrong hand, arms behind back, wide shot, very wide shot, full body, lens flare, sunset, body markings, bodypaint, worst quality, low quality, early, old, score_1, score_2, score_3, cartoon, graphic, painting, crayon, graphite, abstract, glitch, deformed, mutated, ugly, disfigured, long body, bad anatomy, bad hands, missing fingers, extra fingers, extra digits, fewer digits, cropped, very displeasing, artist name, blurry, jpeg artifacts, lowres, censor