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Image → Videowan2.7wan2.7-image-to-video

Wan2.7 Image To Video

Alibaba WAN 2.7 converts images into videos with optional audio.

Wan guideVerified

Alibaba's open-source video model line (Wan 2.1 → 2.7). Strong prompt adherence; the open-source pedigree means heavy community use and well-documented prompting patterns.

Strengths
  • Best-in-class prompt adherence — does what you ask, not what it thinks you want.
  • Wide variant family covers most needs (T2V, I2V, reference, motion control, lipsync).
  • Wan 2.5 and 2.6 catch up to closed-source quality at lower cost.
  • Wan 2.2 Spicy variants for adult creative work.
Weaknesses
  • Older versions (2.1, 2.2) look dated next to current flagship.
  • Stylization quality lags behind Kling and Hailuo.
Best for
  • Precise prompt-driven scene construction
  • Hybrid pipelines where Wan does the heavy lifting and another model polishes
Prompting tips
  • Treat Wan like a brief — itemize what's in frame, the action, the camera.
  • Wan does NOT need flowery language; plain descriptive prose works better.
Parameters
  • enable_prompt_expansion
    boolean
    Enable intelligent prompt rewriting.
    default: true
  • image_url
    string
    URL of the first frame image. Formats: JPEG, JPG, PNG, BMP, WEBP. Max 20 MB.
  • seed
    int
    Random seed for reproducibility (0-2147483647).
  • resolution
    string
    Output video resolution tier.
    720p1080p
    default: 1080p
  • end_image_url
    string
    URL of the last frame image for first-and-last-frame-to-video. Same constraints as image_url.
  • negative_prompt
    string
    Content to avoid in the video. Max 500 characters.
  • duration
    int
    Output video duration in seconds (2-15).
    23456789101112131415
    default: 5
  • audio_url
    string
    URL of driving audio. Supports WAV and MP3. Duration: 2-30s. Max 15 MB.
  • video_url
    string
    URL of a video clip to continue from. Format: MP4, MOV. Duration: 2-10s. Max 100 MB. Cannot be combined with image_url.
  • enable_safety_checker
    boolean
    No description.
    default: true
You'll need
  • A text prompt
  • Start frame
  • End frameoptional
  • Reference video
  • Reference audio
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