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    This is a Lora with enhanced walking posture for wan2.1/2.2, which can make the generated walking video more smooth and natural.

    This LoRa has been updated to Wan 2.2, and three versions will be released this time,Greatly optimized the problem of small steps in Wan 2.1 version:

    Lite: Training with fewer steps, avoids issues with holding a phone or causing wrinkles, but the walking posture isn't quite perfect.

    Slow: Training with more steps, occasionally causing issues with holding a phone, but the walking motion is more sensual. Videos generated at a 16-fps frame rate will appear in slow motion.

    Normal: Training with more steps, occasionally causing issues with holding a phone, but the walking motion is more sensual. Videos generated at a 16-fps frame rate are at normal speed.


    i2v version updated to v3.0

    Improved the issue of slow motion when characters walk, fixing it to a normal walking speed

    i2v version updated to v2.0

    This version has optimized the stability of walking, avoiding strange walking movements and adding some hand movements

    The i2v_v2.0 version also adds some hand movements, such as:

     adjusted her hair with hand

    Or

    hands on hips

    I tried using Wan2.1 to generate videos of characters walking behind their backs but was unsuccessful. There were always instances of people walking backwards or making strange movements. So I trained this Lora, which will improve the success rate of generating walking back videos.

    Trigger word:

    walking from behind

    Perhaps increasing the number of sampling steps can lead to improvement

    Description

    Improved the problem of slow walking speed of the character and fixed it to normal walking speed

    FAQ

    Comments (10)

    Karlmeister_ARJun 6, 2025· 1 reaction
    CivitAI

    I've noticed that even with 0.85 strength, the LoRA tends to make the subject to wear shoes (specially high heels), and with colored women, it tends to use the same color skin as color of the shoes. So if anybody plans to use this with barefoot subjects, my recommendation is to add "barefoot" in the + prompt and "shoes" and "high heels" in the -.

    FX_FeiHou
    Author
    Jun 30, 2025

    In the training video, everyone is wearing high heels, so AI has solidified this element

    DGAFPolarJun 23, 2025
    CivitAI

    anyone figure out how to make a person turn around and walk away?

    enggaardJul 16, 2025· 1 reaction

    there's a lora for that called Seductive Turns: https://civitai.com/models/1663409?modelVersionId=1882728

    Akira_HentAIJun 27, 2025
    CivitAI

    For me it often morphs the womans skin into a beige dress and it changes the background, looks like the source videos it was trained on maybe? idk cfg is around 5... gguf Q8 models and 720p resolution

    FX_FeiHou
    Author
    Jun 30, 2025

    The characters in the training video are all wearing leggings, and most of them are light colored leggings, so AI may recognize thigh skin as tight pants

    FX_FeiHou
    Author
    Jun 30, 2025

    The characters in the training video are all wearing leggings, and most of them are light colored leggings, so AI may recognize thigh skin as leggings

    atenea_27Sep 2, 2025
    CivitAI

    Possible wan 2.2 version?

    FX_FeiHou
    Author
    Sep 3, 2025

    I am waiting for 5090……

    aensenSep 27, 2025

    guess it arrived. thx man, works like a charm

    LORA
    Wan Video 14B i2v 480p

    Details

    Downloads
    2,671
    Platform
    CivitAI
    Platform Status
    Available
    Created
    6/2/2025
    Updated
    4/28/2026
    Deleted
    -
    Trigger Words:
    walking from behind