CivArchive
    Experimental I2V - v1.2
    NSFW

    An experimental I2V workflow combining LTXV and HunyuanVideo

    Since HunyuanVideo doesn't support I2V yet, this is my approach to get similar results

    A new node that comes with the HunyuanVideoWrapper can do a sort of IPadapter, but this is not exactly what I wanted, a video that looks like the input image.

    Description

    FAQ

    Comments (19)

    huanggouDec 18, 2024· 1 reaction
    CivitAI

    so it's an image to LTX video to HunYuan video, the results looks decent

    antey3195Dec 18, 2024
    CivitAI

    is it possible to make longer videos with this workflow and still maintain character consistency?

    Reoooooooooo999Dec 20, 2024
    CivitAI

    I got a problem with LTXV model clip model loder
    it says
    "Incorrect path_or_model_id: 'C:\Users\Master\Desktop\new\ComfyUI_windows_portable_nvidia\ComfyUI_windows_portable\ComfyUI\models\text_encoder'. Please provide either the path to a local folder or the repo_id of a model on the Hub."

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    how can I fix it?

    hojoiloiletDec 20, 2024
    CivitAI

    Hunyuan makes the video blurrier/smooths skin no matter the settings, LTXV doesn't obey prompts, this is frustrating.

    Followed your initial settings, using newest version of LTXV and PixArt for the CLIP, played with samplers/resolutions/etc the results are always subpar, unresponsive, and inflexible

    Also, fixing the LTXV node for some reason lets it regenerate one more time after, which defeats the purpose of "picking out the best motion" (EDIT: I guess you meant to fix the node and then alter the prompt add-ins/other parameters)


    Also, sometimes the ONE-VISIONREAD output is inaccurate, but all you can do is append to it or change the prompt instead of being able to edit it

    4090, 32GB RAM, not sure how you got the quality of results you did

    xalosDec 20, 2024
    CivitAI

    Oh I really want this but I'm just starting. I do have ComfyUI and Custom Node Manager installed and running. Now, I just need to know what to do next.

    femboyriven810Dec 23, 2024· 1 reaction
    CivitAI

    Can you add the workflow.json since the zip only contains a jpg? Thanks very much <3

    kaytransg196Dec 25, 2024
    CivitAI

    can it work with hunyuan guff or fp8 distilled, fasthunyuan?

    sintrovertDec 27, 2024
    CivitAI

    why is the workflow in the images different from the one that we can download?

    Lw24AIJan 5, 2025
    CivitAI

    Flash Attention 2 has been logged on, but it cannot be used due to the following error: the package flash_attn seems to be not installed. Please refer to the documentation of https://huggingface.co/docs/transformers/perf_infer_gpu_one#flashattention-2 to install Flash Attention 2. Which video card models does your process work with? or which nodes can be replaced with Flash Attention 2?

    bhoppingJan 7, 2025
    CivitAI

    During the hunyuan process, I get an error saying, "HyVideoSampler

    HyVideoSampler.process() got an unexpected keyword argument 'feta_args'"

    6385751Jan 8, 2025
    CivitAI

    EDIT: I got the workflow working, what did it for me is I downloaded IP-Adapter (I didn't have it, tbh I still don't know if I need it). What I think fixed my issue is I closed down comfy entirely, then I went into the folder: "\ComfyUI_windows_portable\update\" and started 'update_comfyui_and_python_dependencies'. Let that run for a few minutes, and it's working!

    Issue I had:

    After changing the attention mode to sdpa for ltx and HunyuanVideo , (could'nt get others working), and fixing the feta_args node issue; the initial LTX video is generated fine but the HunyuanVideo is just a black screen. I left all other settings at default. No idea what's causing the issue.

    Edit: I'm using an rtx 3090 24gb

    shwpbJan 9, 2025
    CivitAI

    awesome work! can you share old prompt for llava?

    igniz02Jan 10, 2025
    CivitAI

    I got this error in the HunyuanVideo TextEncode stage: !!! Exception during processing !!! list index out of range.

    What is the reason?

    woodenpickleJan 15, 2025
    CivitAI

    Is it possible to have the (Down)Load HuanyunVideo Text Encoder point to my other encoders? I've tried putting the ones I have in the LLM folder, clip folder, text encoder folder and they do not appear. Refreshed, moved them around, nothing seems to help. Is there a path in the node that I can some how change so they will appear?

    I am running on 8gb so I am trying to use different encoders so I don't OOM.

    Thank you, looking forward to giving this a try if I am able to.

    purobass0901Jan 19, 2025
    CivitAI

    someone can teach me how to install Flash Attention 2 please? i have amd, im having this issue: the package flash_attn seems to be not installed. Please refer to the documentation of https://huggingface.co/docs/transformers/perf_infer_gpu_one#flashattention-2 to install Flash Attention 2

    boboo222Jan 22, 2025
    CivitAI

    i'm getting an error when it reaches the HunYuan Video VAE Loader node:

    HyVideoVAELoader

    Error(s) in loading state_dict for AutoencoderKLCausal3D: Missing key(s) in state_dict: "encoder.down_blocks.0.resnets.0.norm1.weight", "encoder.down_blocks.0.resnets.0.norm1.bias", "encoder.down_blocks.0.resnets.0.conv1.conv.weight", "encoder.down_blocks.0.resnets.0.conv1.conv.bias", "encoder.down_blocks.0.resnets.0.norm2.weight", "encoder.down_blocks.0.resnets.0.norm2.bias", "encoder.down_blocks.0.resnets.0.conv2.conv.weight", "encoder.down_blocks.0.resnets.0.conv2.conv.bias", "encoder.down_blocks.0.resnets.1.norm1.weight", "encoder.down_blocks.0.resnets.1.norm1.bias", "encoder.down_blocks.0.resnets.1.conv1.conv.weight",

    it's a really long error so i'm not going to paste the whole thing, but I've not changed any settings and just used the workflow how it was originally set

    TekHousEJan 22, 2025· 1 reaction
    CivitAI

    HyVideoModelLoader

    'img_in.proj.weight'

    Error. Any idea what is going on?

    TekHousEJan 22, 2025
    CivitAI

    Where do i increase the frames for the video length?

    ElkayMar 23, 2025
    CivitAI

    Hi, will this workflow be updated to support LTX/Hunyuan node changes? This doesn't seem to work with the latest changes to both.

    Workflows
    Hunyuan Video
    by pgc

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    Details

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    Platform
    CivitAI
    Platform Status
    Deleted
    Created
    12/17/2024
    Updated
    5/7/2026
    Deleted
    6/11/2025

    Files

    experimentalI2V_v10.zip

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