Guides

Guides for Every AI Model

Formulas, field-tested prompt examples, and parameter references for each image, video and music model on Molyin. Every example can be loaded into the generator with one click.

AI Video

How to write motion, camera work and audio into a prompt — model by model.

Open the AI video generator
MiniMax H3MiniMax H3
Model page

MiniMax H3 Guide

Multi-shot timelines, lip-synced dialogue and stereo sound direction, plus 9-image reference casting — master MiniMax H3 with 12 ready-to-run examples.

5 chapters · 12 examplesRead guide

FLUX 3 Guide

Native audio dialogue and SFX, storyboard keyframes, and clip extension — master FLUX 3 with 8 ready-to-run examples.

4 chapters · 9 examplesRead guide
Seedance 2.5Seedance 2.5
Model page

Seedance 2.5 Guide

Timestamp scripts, real-person formulas, and 30-second long takes — master Seedance 2.5 with 16 ready-to-run examples.

5 chapters · 16 examplesRead guide
Wan 3.0Wan 3.0
Model page

Wan 3.0 Guide

Omni references, an audio toggle, and 30-second segmented scripts — master Wan 3.0 with 10 ready-to-run examples.

4 chapters · 10 examplesRead guide
Seedance 2.0Seedance 2.0
Model page

Seedance 2.0 Guide

From the core formula to multimodal references and video editing — master Seedance 2.0 with 16 ready-to-run examples.

5 chapters · 19 examplesRead guide
Kling 3.0Kling 3.0
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Kling 3.0 Guide

Native audio, element references, and 15-second long takes — master Kling 3.0 with 10 ready-to-run examples.

5 chapters · 12 examplesRead guide
Veo 3.1Veo 3.1

Veo 3.1 Guide

Every video has sound — master SFX, dialogue and music prompting, plus Fast reference-to-video, with 10 ready-to-run examples.

4 chapters · 11 examplesRead guide
HappyHorse 1.1HappyHorse 1.1
Model page

HappyHorse Guide

Nine aspect ratios, seed reproducibility, and natural-language video editing — master the HappyHorse family with 9 ready-to-run examples.

5 chapters · 12 examplesRead guide
Wan 2.7Wan 2.7

Wan 2.7 Guide

First-last-frame interpolation, video continuation, voice reference and native audio — master the Wan 2.7 family with 14 ready-to-run examples.

4 chapters · 14 examplesRead guide

AI Image

How to write composition, in-image text and reference images into a prompt — model by model.

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GPT Image 2.5GPT Image 2.5
Model page

GPT Image 2.5 Guide

Structured prompts, exact text and layouts, precise reference edits, transparent backgrounds and multi-turn refinement on Flare and Sunburst — master GPT Image 2.5 with 24 ready-to-run examples.

5 chapters · 24 examplesRead guide
GPT Image 2GPT Image 2
Model page

GPT Image 2 Guide

Core formula, image references, quality trade-offs and output formats — master GPT Image 2 with 8 ready-to-run examples.

4 chapters · 10 examplesRead guide
Nano Banana 2Nano Banana 2
Model page

Nano Banana Guide

Core formula, extreme aspect ratios, image references, resolution trade-offs and output formats — master the Nano Banana family with 10 ready-to-run examples.

5 chapters · 12 examplesRead guide
Seedream 5.0 ProSeedream 5.0 Pro
Model page

Seedream 5.0 Guide

Core formula, aspect ratios, image references, Pro vs Lite resolution trade-offs and output formats — master Seedream 5.0 with 10 ready-to-run examples.

5 chapters · 12 examplesRead guide
FLUX.2 ProFLUX.2 Pro

FLUX.2 Guide

Core formula, preset + custom aspect ratios, image references, Dev/Pro/Max resolution trade-offs and output formats — master FLUX.2 with 10 ready-to-run examples.

5 chapters · 12 examplesRead guide
Grok Imagine 2.0Grok Imagine 2.0
Model page

Grok Imagine 2.0 Guide

Core formula, sharp text and dense layouts, five ratios plus auto, and multi-reference edits with up to 5 images — master Grok Imagine 2.0 with 8 ready-to-run examples.

4 chapters · 8 examplesRead guide

AI Music

How to turn a written brief into style, song structure and vocals.

Open the AI music generator
Suno 5.5Suno 5.5

Suno 5.5 Guide

Custom mode with title/style/lyrics/vocal gender/duration, structure tags, and the AI lyric writer — master Suno 5.5 with 8 ready-to-run examples.

4 chapters · 8 examplesRead guide
Lyria 3Lyria 3

Lyria 3 Guide

Core prompt formula, image-to-music with up to 10 inspiration images, and Pro vs Clip tier picking — master Lyria 3 with 8 ready-to-run examples.

4 chapters · 8 examplesRead guide