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    H3 HIGHLY ORGANIZED WORKFLOW | SPEEDUPS, PREVIEW, AND ENHANCERS - v6.0 FINAL
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    MiniMax H3 Easy-Use Workflow

    T2VA and I2VA (first + optional last frame). Organized in four stages — MODELS → PASS 1 → PASS 2 → ENHANCE. Fast Turbo hybrid first pass at 0.2 MP, then 2× latent refine, FILM to 48 fps. High quality without touching the heavy SR/sharpen nodes unless you want them.

    Leave both image loaders bypassed for T2VA. Un-bypass FIRST FRAME for I2VA. Un-bypass both for first-to-last.


    Nodes required

    • DiffusionModelLoaderKJ

    • ModelAttentionBackend

    • SolAttnPatch

    • MiniMaxH3SigmaShift

    • MiniMaxH3ChunkFeedForward

    • VAELoader

    • ClipProjLoader

    • LTX_lora_loader

    • MiniMaxH3ImageToVideo

    • ResolutionSelector

    • ComfyMathExpression / easy float

    • RandomNoise, BasicGuider, KSamplerSelect, BasicScheduler, SamplerCustomAdvanced

    • LTXVSeparateAVLatent, LTXVConcatAVLatent

    • MinimaxH3LatentUpscaler3D

    • MiniMaxH3ConditioningUpscale

    • VAEDecode, VAEDecodeAudio

    • VRAM_Debug

    • FrameInterpolationModelLoader, FrameInterpolate

    • RTXVideoSuperResolution (muted)

    • ImageSharpenKJ (muted)

    • CreateVideo, SaveVideo

    • ModelPreviewOverrideKJ

    • LoadImage


    Models required

    • minimaxh3\10Eros_Max_h3_TURBO-hybrid_beta5_int8.safetensors

    • minimax_h3_video_vae_int8_convrot.safetensors

    • minimax_h3_audio_vae_fp32.safetensors

    • qwen3-vl-4b-heretic_nvfp4.safetensors

    • mmh3-4b-ClipProj-celeb-mlp.safetensors

    • minimax_h3_latent_upscaler_3d_bf16.safetensors

    • film_net_fp16.safetensors

    • taeh3.safetensors


      If you have any questions beyond this description, let me know!

    Description

    fixed some parameters causing the first few frames of videos to be fuzzy, also completes in 1 less step which results in faster generation.

    FAQ

    Comments (12)

    artemzlykin369Sep 11, 2026· 1 reaction
    CivitAI

    all updated,all installed ,but

    # ComfyUI Error Report ## Error Details - Node ID: 4:27:32 - Node Type: SamplerCustomAdvanced - Exception Type: RuntimeError - Exception Message: RuntimeError: shape mismatch: value tensor of shape [405, 96] cannot be broadcast to indexing result of shape [1620, 96] ## Stack Trace ``` File "K:\ComfyUI-Easy-Install\ComfyUI-Easy-Install\ComfyUI\execution.py", line 545, in execute output_data, output_ui, has_subgraph, has_pending_tasks = await get_output_data(prompt_id, unique_id, obj, input_data_all, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "K:\ComfyUI-Easy-Install\ComfyUI-Easy-Install\ComfyUI\execution.py", line 344, in get_output_data return_values = await asyncmap_node_over_list(prompt_id, unique_id, obj, input_data_all, obj.FUNCTION, allow_interrupt=True, execution_block_cb=execution_block_cb, pre_execute_cb=pre_execute_cb, v3_data=v3_data) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "K:\ComfyUI-Easy-Install\ComfyUI-Easy-Install\ComfyUI\custom_nodes\comfyui-lora-manager\py\metadata_collector\metadata_hook.py", line 177, in async_map_node_over_list_with_metadata results = await original_map_node_over_list(

    dankyouverygud
    Author
    Sep 11, 2026

    i will run it and update what needs to be updated, i noticed i also have a connection misplaced. i will upload soon for this and a new version for my other all in one workflow also. thank you for the feedback

    dankyouverygud
    Author
    Sep 11, 2026

    i uploaded a fix, try the update, i tested it immediately prior to uploading and it completed a generation

    artemzlykin369Sep 11, 2026

    @billtomjimjob328 Nothing has changed at all. Perhaps, in addition to the poster, you could take a screenshot of the workflow? That would make it clear if a node from a different package has somehow ended up in the mix, or if there’s a ComfyUI issue with node rendering—like string field parameters changing, which is something I see often.

    dankyouverygud
    Author
    Sep 11, 2026

    @artemzlykin369 did you run the workflow as-is, with everything installed from the errors list?

    dankyouverygud
    Author
    Sep 11, 2026

    i just uploaded a test generation that i generated after asking that. i think maybe you have to update comfyui

    edit: its the image input and i am working on it

    dankyouverygud
    Author
    Sep 11, 2026

    i have uploaded the new workflow with the conditioning upscale node applied fixing the I2VA tensor mismatch. you will have to download the node pack for it to work but i got the same error as you beforehand, and after i applied the node it generated fully.

    artemzlykin369Sep 11, 2026· 1 reaction

    @billtomjimjob328 thx,it`s work

    dankyouverygud
    Author
    Sep 11, 2026

    @artemzlykin369 no problem!

    jupiterloverful289Sep 11, 2026· 1 reaction
    CivitAI

    hello, thank you for the effort.
    1- please have a link to this "LTX_lora_loader", can't find it exactly.
    2- I don't do Turbo Loras, So I can just load my models and clip normally from the first screen, right? and adjust steps accordingly?

    dankyouverygud
    Author
    Sep 11, 2026

    it is part of PlagueKind-Nodes - https://github.com/PlagueKind/ComfyUI-PlagueKind-Nodes
    yes the h3 eros max model that is part of this workflow already includes turbo within the model itself and the steps are set accordingly to the model's preferences. and if you use a non turbo model you can change the steps on the main screen to what you like

    CrezjcmSep 11, 2026· 1 reaction
    CivitAI

    another workflow another treasure hunt

    MiniMaxH3ConditioningUpscale node found here https://github.com/rockerBOO/h3-latent-upscaler

    Workflows
    MiniMax H3

    Details

    Downloads
    143
    Platform
    CivitAI
    Platform Status
    Available
    Created
    9/11/2026
    Updated
    9/13/2026
    Deleted
    -

    Files

    h3HIGHLYORGANIZEDWORKFLOW_v60FINAL.json

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