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        "## MiniMax H3 Director\n\nThe LTX Director timeline, wired to **MiniMax H3**.\n\n### Two model paths\nThe dropdown next to **Delete** on the toolbar picks the conditioning path, and each path needs its **own UNet**:\n\n| Toolbar | UNet to load |\n|---|---|\n| `Refs OFF (fl2va)` | `minimax_h3_fl2va_*` |\n| `Refs ON (ref2va)` | `minimax_h3_ref2va_*` |\n\nThis workflow ships with **fl2va** loaded (text to video + optional first/last frame).\n\n### How the timeline maps\n- **Text/prompt segments** compile into a storyboard prompt: `[0s-1.5s] shot one…`. That is H3's native notation for timed control.\n- **An image at the start** of the window becomes `first_frame`; an image marked as an **end frame** (or one that runs to the end) becomes `last_frame`. H3 anchors keyframes only at those two positions.\n- **Images in the middle**, the **reference-video track** and the **audio track** need `Refs ON (ref2va)`; they become `<Picture i>`, `<Video k>` and `<Audio j>`.\n- **Character slots** `@char1..@char3` become `<Picture i>` in ref2va, or their VLM description in fl2va.\n\n### Length and canvas\nLength snaps up to H3's **17k+5 frame grid at 24 fps** — 5 s becomes 124 frames (5.17 s). The native canvas is a 768 px short edge capped at 768×1344.\n\n### Audio\nH3 generates stereo audio **jointly** with the video, so there is nothing to inpaint. The sampler's single latent feeds both decoders. If you want your own music instead, wire the Director's `combined_audio` into `CreateVideo`.\n\n### Preview\n**MiniMax H3 Preview Override** sits between the Director and the sampler. ComfyUI's built-in preview only ever draws the *first* latent frame — this streams the whole shot while it denoises, so you see cuts, motion and timing from the first steps. Needs ComfyUI-VideoHelperSuite for the player. Bypass it (Ctrl+B) if you want the plain single-frame preview back.\n\n### Prompt output\nThe `prompt` output returns the exact storyboard text that was encoded — connect a preview node to it when a shot is not landing.\n\n### Enhance Prompt\nThe two **Load Image** nodes point at files that only exist on the machine this example was built on — pick your own references there. Sockets on the Enhance node grow as you connect, up to nine.\n\nIt needs a **vision** model on Ollama / LM Studio / any OpenAI-compatible endpoint; a text-only model ignores the images without saying so. Leave `base_url` empty for the provider default.\n\n`prompt` goes to the Director's `global_prompt`, `ref_images` to its `ref_images`, and `duration_seconds` to its **`duration`** input — the connection-only one, so the length is typed once."
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        "## Models\n\n```\n📂 ComfyUI/models/\n├── 📂 diffusion_models/\n│   ├── minimax_h3_fl2va_pruned_*.safetensors\n│   └── minimax_h3_ref2va_pruned_*.safetensors\n├── 📂 text_encoders/\n│   └── qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors\n└── 📂 vae/\n    ├── minimax_h3_video_vae_fp16.safetensors\n    └── minimax_h3_audio_vae_fp32.safetensors\n```\n\n[🤗 Comfy-Org/MiniMax-H3](https://huggingface.co/Comfy-Org/MiniMax-H3)\n\n**CLIPLoader type must be `minimax`.**\n\nSampling: `res_multistep` + `simple` at ~20 steps, through `BasicGuider` (no CFG). For reference-heavy ref2va prompts, `beta` or `normal` often beats `simple`.\n\nSigma shift lives in the Director's gear menu (video 12.0 / audio 3.0 are the H3 defaults) and is applied to the `model` output."
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