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A collection of 154 posts

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Flux Kontext Editing Prompts: The 5 Instruction Types

Flux Kontext's image-editing endpoints take four required fields and one optional one: model, prompt, image, aspect_ratio, and seed. There is no mask. There is no strength slider, no guidance scale, and no negative prompt. Even inside Black Forest Labs' own catalog that is unusual: flux-1.1-pro

Models

Seedream 5 Pro Spicy: NSFW Prompts at 3136×1344 Resolution

Testing across dozens of generations shows one thing clearly: most uncensored image models top out well before the detail a serious NSFW creator needs — skin texture turns waxy, backgrounds smear, and anything upscaled past the native output looks synthetic. Seedream 5 Pro Spicy's uncensored image model changes that

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Wan 3.0 ref2v: A Consistent Brand Mascot Across Videos

A brand mascot that looks slightly different in every new video reads as unfinished, not flexible. The usual fix — a fresh art brief and a fresh shoot for every ad variant, seasonal refresh, or social clip — is slow, and drift creeps in anyway once several different sessions touch the same

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LTX 2.3 vs Wan 3.0 for Fast Social Video Turnaround

Social teams chasing a daily posting schedule don't need a lab benchmark — they need to know which model gets a finished clip out the door for less money and fewer retries. LTX 2.3 and Wan 3.0 are both live, general-purpose video endpoints on Siray, and both

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Flux Kontext Pro vs Max: When the 2x Price Is Worth It

Key Takeaways * All four Flux Kontext endpoints — t2i-pro, i2i-pro, t2i-max, i2i-max — are live on Siray, Max included for both text-to-image and image-to-image. * Max costs exactly 2x Pro, discounted ($0.032 vs $0.064) or list ($0.040 vs $0.080). * The request schemas match field-for-field except the model ID — no

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Z-Image NSFW Anime & 2D Character Prompts: Style Guide

Most Z-Image NSFW guides teach how to keep one adult character's face consistent across generations — Z-Image NSFW Character Consistency covers that, for any art style. This guide solves a different problem: rendering anime and 2D style instead of a filtered photo, building on the base patterns from the

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MiniMax H3 Max vs H3: Should You Wait or Use It Now?

Key Takeaways * MiniMax H3 Max (fal Research's speed-optimized H3 variant) isn't on Siray yet — no Siray price or launch date exists for it. * The tradeoff that matters: fal's H3 Max caps out at 768p and ships without ref2v at launch, versus regular H3'

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Flux 3 v2v for NSFW: Turning a Still Into a Short Loop

Flux 3 v2v: Extend Any AI Video Clip Into a Full Scene covers the general-purpose case — chaining v2v passes into a longer, multi-shot sequence. This piece is narrower and NSFW-specific: one still, turned into one short, loopable clip, for adult-content creators working inside Siray's moderation framework rather than

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Seedream 5 Pro: Character Sheets for Virtual Influencers

Key Takeaways * Seedream 5 Pro generates virtual-influencer character art at a flat $0.045 per image, regardless of resolution. * There is no seed field — outputs aren't reproducible run-to-run. Consistency comes from a locked character-description template and reference-image input, not seed-locking. * The size field offers 16 enum values across

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MiniMax H3 ref2v: Batch Social Video Content Variants

Key Takeaways * MiniMax H3's ref2v takes images, videos, and audios arrays in one call, so several social-platform cuts can come from a single reference kit. * The first 5 reference images per call are free; each one after adds $0.40 regardless of resolution. * H3 has no seed field,

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LTX 2.5 Coming Soon to Siray for E-commerce Unboxing Video

E-commerce brands need a steady stream of unboxing and product-reveal clips, and the video model market keeps moving. Lightricks' LTX 2.5 is the next name on that list, and it's headed for Siray. Here's what's actually confirmed today, and what's

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Qwen Image 3 Edit vs Flux Kontext Pro for Product Photos

Key Takeaways * Both alibaba/qwen-image-3-edit and black-forest-labs/flux-kontext-i2i-pro are editing endpoints: you upload an existing product photo and change something around it, not generate a product from scratch. * The schemas diverge on reference images: Qwen Image 3 Edit takes an images array of 1-3 photos; Flux Kontext Pro takes one

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MiniMax H3 ref2v: Batch Social Video Content Variants

Key Takeaways * MiniMax H3's ref2v endpoint takes images, videos, and audios arrays in a single call, so several social-platform cuts can come from one reference kit instead of a rewritten prompt each time. * The first 5 reference images per call are free; each one after that adds $0.

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AI Boudoir Video Generation: Scene Beats in One Shot

Stitching three separate boudoir clips together always leaves a seam: the robe shifts shade between generations, the key light drifts half a stop, the pose resets to something the last clip never earned. A single continuous generation skips that problem entirely — there's no cut for the seam to

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Seedance 2.5 vs LTX 2.3: Best Pick for Character Consistency

When people compare Seedance 2.5 and LTX 2.3, they usually reach for resolution and price first. Neither tells you which one keeps a character's face intact across ten generations. That question comes down to a single structural fact: one of these models ships a dedicated reference-to-video

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Qwen Image 3 Edit: AI Fashion Catalog Generation, No Reshoot

Every new outfit that ships usually means another photo shoot: booking a model, a photographer, a studio slot, just to get one more listing photo. The reshoot cost doesn't scale with catalog size — it scales with every single SKU. Reusing the same model reference across every new listing

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Fan Edits Across Endpoints: Seedance 2.5 Locks the Character

Most fan edit guides pick one video model and stay there. A fan edit actually has two separate problems — establishing what the character looks like, then producing shot after shot that stays on model — and the two reference-to-video endpoints on Siray are built for different halves of that work.The

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MiniMax H3 for Explainer and Product Onboarding Video

Key TakeawaysThe 5–15 second clip window maps almost exactly onto one onboarding step per clip, with Extend reaching roughly 30 seconds when a step needs more room.H3 is the rare video endpoint with a genuinely flat rate: $0.26 per second at 2K, independent of resolution — which makes

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AI Fan Edits of Costume Dramas: A Seedance 2.5 Guide

Key TakeawaysThe ref2v endpoint accepts up to 30 reference images and 10 reference videos — this is what makes wardrobe and hairstyle consistency achievable across shots.Clips run 4–30 seconds natively but top out at 720p. The long duration reduces hard cuts; the resolution ceiling has to be planned around.

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Wan 3.0 for Short-Form Video: Scene and Structure Guide

Key TakeawaysWan 3.0 is not yet available on Siray — this guide covers how to plan your short-form workflow for when it launches.The model is built for long single-take generation and document-to-video workflows, both of which change how short-form content gets structured.Wan 2.6 is available today as

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Seedance 2.5 vs MiniMax H3 for Fan Edits: Which to Use

Key TakeawaysSeedance 2.5 accepts up to 30 reference images for character lock-in and runs clips up to 30 seconds natively — built for motion-heavy remixes.MiniMax H3 renders at 2K with original native stereo audio, making it the right call when scene atmosphere carries as much weight as the action.

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Seedance 2.5 Spicy Is Live: 30-Second Uncensored Video

Key TakeawaysSeedance 2.5 Spicy is available now across three endpoints: t2v, i2v, and ref2v.Maximum generation length is 30 seconds, tied with Wan 3.0 Spicy for the longest single-call uncensored clip on Siray.Resolution tops out at 720p. There is no 1080p or 4K option on this endpoint.

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Z-Image at Scale: Uncensored Bulk Generation at $0.004

Most AI image APIs charge $0.02 to $0.08 per generation. At those rates, a content batch of 500 images runs $10–40 before any iteration. Z-Image at $0.004 per image cuts that to $2. For creators building adult content pipelines — daily posts, character series, subscription content — the

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MiniMax H3 Prompt Guide: Getting Motion You Can Control

MiniMax H3 generates high-quality 2K video with native stereo audio, but the gap between a generic result and a directed scene almost always comes down to how the motion is described. Vague prompts produce vague movement. The five elements below give a systematic way to write prompts that produce the

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Flux 3 v2v: Extend Any AI Video Clip Into a Full Scene

A 5-second AI-generated clip is a good starting point, not a finished deliverable. Whether the source comes from a text prompt, an image, or a reference video, that short clip often represents one beat in a longer intended sequence. Flux 3's video-to-video (v2v) mode is built for this: