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AI Models/Seedream/Prompting

How to prompt Seedream

Seedream weights the beginning of your prompt hardest, so lead with the subject and spend your best words early. The sweet spot is 30-100 words: enough for subject, one style, composition, one light source and a technical spec — past roughly 150 tokens coherence drops. Generation and editing are one family: the edit models take up to 10 reference images and respond to "Figure 1 / Figure 2" grammar, and a locked seed is how you iterate variants without the image shifting under you.

Anatomy of a Seedream prompt

  1. 1

    Subject first

    The model gives the most weight to early concepts. Open with a specific, physical description of the subject — "matte-black insulated steel bottle with a bamboo cap", not "a bottle".

  2. 2

    Style, singular

    One style phrase: "editorial photography", "product photography", "35mm documentary". Stacking three styles splits the model's attention and softens everything.

  3. 3

    Composition

    Framing and arrangement: "centered in frame", "rule of thirds", "overhead flat-lay perspective". Seedream follows compositional grammar closely.

  4. 4

    Lighting, one source

    A single dominant light with a direction: "soft top light with subtle bounce", "dramatic side lighting". Multiple competing sources create contrast conflicts.

  5. 5

    Technical spec

    Close with camera language: "85mm lens, shallow depth of field, sharp edges, 4K detail". This is where crispness and realism get dialed in.

  6. 6

    Edit instruction (edit models)

    For edits, the prompt says what to DO with the references, not what they contain: "Replace the product in Figure 1 with the one in Figure 2, keep lighting and shadows".

Template

[specific subject with materials], [one style], [composition], [single light source + direction], [lens/detail spec] — edits: [action] on Figure 1 using Figure 2..N, keep [what must survive]

11 example prompts that work

Studio product photo

Seedream 4.5 · 1:1 · 2K · 30 steps
Studio product photo of a matte-black insulated steel bottle with a brushed bamboo cap, centered on a seamless #f5f5f5 background, soft top light with subtle bounce fill, true-to-life color, sharp edges, realistic reflections on the metal, product photography, 85mm lens.

The workhorse template: subject with real materials, hex-coded background, one light. The hex code is not pedantry — named colors drift between generations, hex values don't.

4K flat-lay for e-commerce

Seedream 4.5 · 4:3 · 4K · 30 steps
Overhead flat-lay of a skincare routine — amber glass serum bottle, white ceramic cream jar, jade roller — arranged on veined white marble, soft diffused daylight from the top-left, gentle shadows, editorial product photography, crisp texture detail, 4K.

Flat-lays reward explicit arrangement: name every object and the surface. One diffused source keeps the shadows coherent across all three products instead of fighting each other.

Poster with short rendered text

Seedream 4.5 · 3:4 · 2K · 34 steps
Bold gym poster, a chalk-dusted barbell in dramatic side lighting on a dark concrete background, the headline reads 'NO DAYS OFF' in heavy bold sans-serif at the top, high contrast, gritty editorial style, sharp detail.

Seedream renders short text reliably — keep it to a handful of words, wrap it in quotes and ask for "bold sans-serif" rather than a font name. Long phrases are where garbling starts.

Transparent liquid, the hard case

Seedream 4.5 · 3:4 · 2K · 40 steps
Product photo of a clear glass bottle of citrus soda with visible meniscus, refraction through the liquid, liquid clarity, condensation beads on the glass, backlit on a seamless #ffffff background, single soft backlight, sharp caustic highlights on the table, commercial beverage photography.

Transparent materials need their physics named: meniscus, refraction, clarity, caustics. Without those words glass reads as plastic. Backlighting is the classic setup that makes liquid glow.

Lifestyle editorial

Seedream 4.5 · 4:3 · 2K · 30 steps
A woman in a linen shirt pouring coffee in a sunlit kitchen, posed action mid-pour, golden hour light through a window camera-left, warm tones, editorial lifestyle photography, rule of thirds with the subject on the right, 50mm lens, shallow depth of field.

"Posed action" instead of "motion blur" is the trick that keeps hands and details intact while still reading as a candid moment. One window, one direction — the light stays believable.

Fast concept exploration

Seedream 5.0 Lite · 3:4 · 1K · 4 images · guidance 4.5
Streetwear lookbook shot, model in an oversized rust-orange puffer jacket against a pale blue wall, centered composition, hard midday sun with crisp shadows, fashion editorial style, 35mm lens.

Seedream 5.0 Lite at 1K with four images per run is the exploration lane: same prompt, four takes, pick a direction. Rerun the winner on 4.5 at high resolution and steps.

Edit: swap the product between images

Seedream 4.5 Edit · 2 refs · 2K
Replace the product in Figure 1 with the product in Figure 2. Keep Figure 1's scene exactly: same table, same background, same lighting direction and shadow softness. Match the new product's scale and perspective to the original placement.

The Figure-grammar is the native language of Seedream Edit: the prompt is an instruction about the references, not a description of them. Pinning lighting and scale is what makes the swap look shot, not pasted.

Edit: same character, new scene

Seedream 4.5 Edit · 1 ref · 2K
Place the woman from Figure 1 in a rainy neon-lit street at night, side profile, holding a transparent umbrella, cinematic teal and magenta palette, single strong key light from the neon sign camera-right. Keep her exact face, hairstyle and jacket from Figure 1.

Side profiles hold identity better than wide shots on this family. The keep-clause names the three anchors — face, hair, jacket — so the model knows what is identity and what is scene.

Edit: colorway variants on a locked seed

Seedream 4.5 Edit · 1 ref · 2K · fixed seed
Change the sneaker in Figure 1 from white to deep forest green with gum soles. Keep the exact same angle, laces, stitching pattern, background and lighting. Only the colorway changes.

Lock the seed from your hero shot, then iterate one variable per run — colorway, background, prop. With the seed fixed, the composition stays put and you get a true A/B set instead of ten different photos.

Edit: multi-reference composite

Seedream 5.0 Lite Edit · 4 refs · 2K
Dress the model in Figure 1 with the jacket from Figure 2 and the sunglasses from Figure 3, place her against the textured plaster wall from Figure 4, fashion editorial style, soft overcast light, three-quarter framing. Keep the model's face and pose from Figure 1.

Up to 10 references, each with one job, each called by number. The more precisely every Figure is assigned, the less the model improvises — unassigned references get averaged into the result.

Matching still for a Seedance video

Seedream 4.5 · 16:9 · 4K · 40 steps
Cinematic still of a barista sliding a cappuccino across a walnut counter, warm tungsten practicals in the background bokeh, steam catching the light, moody café atmosphere, anamorphic framing, film grain, sharp focus on the cup, 4K detail.

Seedream shares an aesthetic lineage with Seedance, which makes it the natural choice for thumbnails, keyframes and campaign stills that must sit next to Seedance footage — reuse the same palette and lighting words across both prompts.

Settings that matter

  • Resolution

    Draft at 1K, ship at 2K, reserve 4K for hero assets and print-adjacent work. Generation goes to 4K on both models; on the edit side, Seedream 5.0 Lite Edit reaches 4K while 4.5 Edit tops out at 2K.

  • Steps

    Default 30 is the production setting. Drop toward 15-20 for throwaway previews, push to 40-50 only for hero images — beyond that you pay time for nothing visible.

  • Guidance scale (5.0 Lite)

    Stay near the 4.5 default. Nudge up a point or two when the model ignores part of the prompt; high values oversaturate color and harden textures.

  • Seed

    Random while exploring, locked the moment you have a keeper. A fixed seed plus one changed variable per run is how you build clean variant sets.

  • Aspect ratio

    Five ratios: 1:1, 3:4, 4:3, 9:16, 16:9. Choose before writing — composition words should agree with the frame ("overhead flat-lay" wants 4:3 or 1:1, not 9:16).

  • Images per run

    Up to 4 per generation. Use all four during exploration — one prompt, four takes — then switch to single runs with a locked seed for refinement.

Do and don't

Do

  • Put the subject in the first ten words — early tokens carry the most weight.
  • Keep prompts between 30 and 100 words; trim before you add.
  • Commit to one style and one light source with a stated direction.
  • Specify backgrounds as hex codes to stop color drift between generations.
  • Name material physics: "meniscus, refraction" for glass, "tight weave cotton", "matte knit" for fabric.
  • Lock the seed after the first keeper and change one variable per iteration.
  • Write edit prompts as instructions about Figures: "Replace X in Figure 1 with Y in Figure 2".

Don't

  • Don't stack three or more style keywords — the result goes soft and generic.
  • Don't run past ~150 tokens; long prompts lose coherence mid-scene.
  • Don't ask for "motion blur" on people — use "posed action" to keep hands and faces intact.
  • Don't render long text; a handful of quoted words in a bold sans-serif is the reliable zone.
  • Don't leave the background described as just "clean" or "minimal" — vague backdrops shift color between runs.
  • Don't describe what the reference images contain in edit prompts — describe what to do with them.

Advanced techniques

Seed discipline: variants that actually match

Seedream's seed control is the backbone of series work. The workflow: explore with random seeds and 4 images per run until one composition wins; lock that seed; then iterate single variables — colorway, headline, background hex, prop — one per generation. Because the seed pins the underlying structure, the set reads as one photoshoot. This is also the honest way to A/B test creative: same seed, two headlines, the only difference is the thing you're testing.

The Figure-grammar of Seedream Edit

The edit models accept up to 10 reference images and treat the prompt as a work order: verbs applied to numbered Figures. Three rules make it reliable. Assign every attached Figure a job — unassigned references get blended in anyway. State the keep-list explicitly (lighting, shadows, pose, scale) because whatever you don't pin, the model may redraw. And do one operation per pass: swap the product, check it, then change the background in a second pass, rather than bundling both and debugging a double failure.

Consistency across a campaign

For a character or product that must survive many images, lock three things and repeat them verbatim in every prompt: the silhouette (shape words), the palette (hex codes or named color pairs), and one signature prop. Prefer side profiles for recurring characters — they hold identity better than wide shots. When drift creeps in anyway, go back through the edit model with your best previous output as Figure 1 rather than regenerating from text.

  • Silhouette + palette + signature prop, repeated verbatim
  • Side profiles for character identity, "posed action" for movement
  • Same hex background across the whole set
  • Fixed seed for text-to-image series; best-output-as-Figure-1 for edit chains

Which variant to use

  • Seedream 4.5

    The quality default for text-to-image: strongest detail and realism, up to 4K, steps and seed control.

  • Seedream 5.0 Lite

    Speed lane, still up to 4K, with a guidance-scale dial. Exploration, batches of 4, and high-volume drafts.

  • Seedream 4.5 Edit

    Precision edits with up to 10 references at up to 2K — product swaps, colorways, character re-scening on the quality engine.

  • Seedream 5.0 Lite Edit

    Fast multi-reference editing that goes all the way to 4K output — the pick when the edited result itself is the final asset.

Frequently asked

Seedream 4.5 or 5.0 Lite — which should I use?

4.5 for final quality, 5.0 Lite for speed and iteration. A practical split: explore on 5.0 Lite with 4 images per run at 1K, then rerun the winning prompt on 4.5 at 2K-4K. Both share the same prompt grammar, so prompts transfer unchanged.

How many reference images can Seedream Edit take?

Up to 10 per edit, on both 4.5 Edit and 5.0 Lite Edit. Refer to them by number — Figure 1, Figure 2 — and give each one an explicit job in the instruction.

Why does my rendered text come out garbled?

The text is too long. Seedream is reliable on short quoted phrases — a few words in a bold sans-serif — and increasingly unreliable as length grows. Cut the copy, wrap it in quotes, and describe the type style instead of naming a font.

Why do colors shift between generations of the same prompt?

Two causes: an unlocked seed and a vaguely described background. Fix the seed once you have a keeper, and specify backdrops as hex codes ("#f5f5f5") — named colors like "light grey" drift, hex values hold.

How do I keep the same person across a campaign?

Repeat the same silhouette, palette and signature-prop description verbatim in every prompt, favor side profiles, and for hard consistency run new scenes through Seedream Edit with your best existing image as Figure 1 and an explicit "keep her exact face and outfit" clause.

Can Seedream do both the still and the video for a campaign?

Seedream does the stills; its sibling Seedance does the video, and they share an aesthetic. Write both prompts with the same palette, lighting and style words and the thumbnail, keyframes and footage will sit together as one campaign.

Try Seedream in Media Forge →About SeedreamAll models
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