91 lines
2.8 KiB
Python
91 lines
2.8 KiB
Python
from typing import Optional
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from .latent_format_tables import LATENT_FORMATS
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# arch -> preview table. Archs sharing a VAE family share a table; anything
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# not listed falls back to a channel-count guess in `guess_format`.
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ARCH_LATENT_FORMAT = {
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"sd1": "SD15",
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"sd2": "SD15",
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"sdxl": "SDXL",
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"ssd": "SDXL",
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"vega": "SDXL",
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"sd3": "SD3",
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"flux": "Flux",
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"flux_kontext": "Flux",
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"chroma": "Flux",
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"chroma_radiance": None, # pixel space
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"zeta_chroma": "Flux",
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"zimage": "Flux",
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"zimage_l2p": "Flux",
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"krea2": "Wan21", # Qwen-Image VAE
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"hidream": "Flux",
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"hidream_e1": "Flux",
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"hidream_o1": "Flux",
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"omnigen2": "Flux",
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"f-lite": "Flux",
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"nucleus_image": "Wan21", # Qwen-Image VAE
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"qwen_image": "Wan21",
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"qwen_image_edit": "Wan21",
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"qwen_image_edit_plus": "Wan21",
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"boogu_image": "Wan21",
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"boogu_image_edit": "Wan21",
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"flux2": "Flux2",
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"flux2_klein_4b": "Flux2",
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"flux2_klein_9b": "Flux2",
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"ideogram4": "Flux2",
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"mageflow": "Wan21",
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"mageflow_edit": "Wan21",
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"wan21": "Wan21",
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"wan21_i2v": "Wan21",
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"wan22_5b": "Wan22",
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"wan22_14b": "Wan21",
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"wan22_14b_i2v": "Wan21",
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"ltx2": "LTXAV",
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"ltx2.3": "LTXAV",
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"ltx2.5": "LTXAV",
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"minimax_h3": "MiniMaxH3Video",
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"minimax_h3_ref2va": "MiniMaxH3Video",
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"minimax_h3_vsa": "MiniMaxH3Video",
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"minimax_h3_omni": "MiniMaxH3Video",
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"anima": "Wan21",
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"cogview4": "Flux",
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"prx_pixel": None, # pixel space
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"flux3": "Flux3Image",
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"moss_image": "Flux2", # FLUX.2 encoder, same packing
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"iris3b": None, # pixel space
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}
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def guess_format(channels: int, dims: int) -> Optional[str]:
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if dims == 2:
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return {4: "SD15", 16: "Flux", 128: "Flux2"}.get(channels)
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if dims == 3:
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return {16: "Wan21", 48: "Wan22", 128: "LTXAV", 24: "MiniMaxH3Video"}.get(channels)
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return None
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def preview_info(arch: str, channels: Optional[int] = None, dims: Optional[int] = None) -> Optional[dict]:
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"""The `start` frame's preview block: layout + factors, or None when the
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latent cannot be previewed linearly (pixel-space models, audio)."""
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# UI arch names may carry a variant suffix ("zimage:turbo", "wan21:1b")
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arch = (arch or "").split(":")[0]
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name = ARCH_LATENT_FORMAT.get(arch, "__unset__")
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if name is None:
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return None
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if name == "__unset__" or (channels is not None and LATENT_FORMATS[name]["channels"] != channels):
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name = guess_format(channels, dims) if channels is not None else None
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if name is None:
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return None
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fmt = LATENT_FORMATS[name]
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return {
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"format": name,
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"channels": fmt["channels"],
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"dims": fmt["dims"],
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"spatial": fmt["spatial"],
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"temporal": fmt["temporal"],
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"reshape": fmt["reshape"],
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"factors": fmt["factors"],
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"bias": fmt["bias"],
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}
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