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        "Hand Tie Clips -- SHOWCASE (6 hops x 7 s = 39.2 s)\n\nA continuity stress test, and the honest demonstration of what the reference\nregister buys you.\n\nREQUIRES a turbo stack on the MODEL wire, which is how this node is actually\nrun here:\n\n    UNETLoader -> LoRA Loader Stack (turbo LoRA) -> H3 AdaLN LoRA Fix\n               -> MiniMax H3 Low VRAM Attention -> H3 SLA Attention\n               -> Model Preview Override -> this node\n\n    ComfyUI-PlagueKind-Nodes  ->  LoRA Loader Stack, AdaLN Fix, SLA Attention\n    ComfyUI-KJNodes           ->  Low VRAM Attention (experimental),\n                                  Model Preview Override\n\nOn disk as well: the turbo LoRA named in the loader, and taeh3.safetensors for\nthe live preview (or set tiny_vae to none).\n\nCLIP reaches this node FROM THE LORA LOADER, not from the encoder. That is what\nmakes the text half of every LoRA land. Do not rewire it back.\n\n`steps` is 7, which only works with the turbo LoRA. Missing a pack? Its nodes\nload as red boxes -- delete them, wire the loader straight into `model` and the\nencoder into `clip`, and raise `steps` to 20 or so.\n\nBEFORE YOU RUN IT, supply three pictures. Open REFERENCES on the node and drop\nyour own onto each thumbnail, or put files in ComfyUI/input/h3_refs named:\n\n    ref_face.jpg     head-and-shoulders, even light   -> @hero_face\n    ref_outfit.jpg   full length, same person         -> @hero_outfit\n    ref_room.jpg     the room, wide                   -> @kitchen\n\nWithout them the run stops and names the reference it could not find. Nothing\nguesses.\n\nWhat each hop is testing:\n\n  1  kitchen, dialogue           all three references active\n  2  lateral move to the window  kitchen only\n  3  exits through the doorway   kitchen only\n  4  hallway - UNSEEN space      face re-asserted; no room reference exists\n  5  dialogue, ZERO references   identity, wardrobe and voice ride on the frame\n                                 pin plus subjects.1.locked/context alone\n  6  returns to the kitchen      on a MATCH CUT, not a continuous join -- one\n                                 unbroken take across two rooms makes the model\n                                 morph one into the other mid-movement\n\nHop 5 is the point of the whole thing. If the cook is still the same person in\nthe same apron with the same voice, with no picture in front of the encoder,\nthe register is doing its job.\n\n`shots` on each reference is what schedules this. On a continuation chain,\nomitting `shots` means HOP 1 ONLY. Right for a place plate, wrong for a face:\nput every face reference on every hop, or the identity drifts and stays\ndrifted. List every hop a still should appear on.\n\nSettings that are deliberate, not defaults:\n  control_after_generate = fixed   or no two runs are comparable\n  tone_compensate = frame_shift    counters the drift that accumulates over six\n                                   hops. Set it to `off` and re-queue for a\n                                   same-seed A/B: tone mode is not in the hop\n                                   key, so every hop replays from cache in\n                                   seconds instead of re-rendering.\n  cache_hops = on                  edit shot 4 and only shots 4-6 re-render\n"
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