The stock SaveLatent calls .contiguous() straight on samples["samples"], which fails on H3 because the latent is a NestedTensor holding the video and audio components. This unbinds them first and writes each as its own tensor, so an H3 latent can be taken out of the graph and decoded or inspected offline. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
112 lines
5.9 KiB
Python
112 lines
5.9 KiB
Python
from .nodes import NODE_CLASS_MAPPINGS as BFS_NODE_CLASS_MAPPINGS
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from .nodes import NODE_DISPLAY_NAME_MAPPINGS as BFS_NODE_DISPLAY_NAME_MAPPINGS
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from .ltxv_editanything import NODE_CLASS_MAPPINGS as LTXV_EA_NODE_CLASS_MAPPINGS
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from .ltxv_editanything import NODE_DISPLAY_NAME_MAPPINGS as LTXV_EA_NODE_DISPLAY_NAME_MAPPINGS
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from .headswap_node import NODE_CLASS_MAPPINGS as HEADSWAP_NODE_CLASS_MAPPINGS
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from .headswap_node import NODE_DISPLAY_NAME_MAPPINGS as HEADSWAP_NODE_DISPLAY_NAME_MAPPINGS
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from .anime2real_node import NODE_CLASS_MAPPINGS as A2R_NODE_CLASS_MAPPINGS
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from .anime2real_node import NODE_DISPLAY_NAME_MAPPINGS as A2R_NODE_DISPLAY_NAME_MAPPINGS
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from .amv_guide_node import NODE_CLASS_MAPPINGS as AMV_NODE_CLASS_MAPPINGS
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from .amv_guide_node import NODE_DISPLAY_NAME_MAPPINGS as AMV_NODE_DISPLAY_NAME_MAPPINGS
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from .ltx_identity_overlap import NODE_CLASS_MAPPINGS as IDT_NODE_CLASS_MAPPINGS
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from .ltx_identity_overlap import NODE_DISPLAY_NAME_MAPPINGS as IDT_NODE_DISPLAY_NAME_MAPPINGS
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from .ltx_multiref_slots import NODE_CLASS_MAPPINGS as MRSLOT_NODE_CLASS_MAPPINGS
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from .ltx_multiref_slots import NODE_DISPLAY_NAME_MAPPINGS as MRSLOT_NODE_DISPLAY_NAME_MAPPINGS
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from .ltx_multiple_controls import NODE_CLASS_MAPPINGS as MC_NODE_CLASS_MAPPINGS
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from .ltx_multiple_controls import NODE_DISPLAY_NAME_MAPPINGS as MC_NODE_DISPLAY_NAME_MAPPINGS
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from .color_mask_node import NODE_CLASS_MAPPINGS as CM_NODE_CLASS_MAPPINGS
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from .color_mask_node import NODE_DISPLAY_NAME_MAPPINGS as CM_NODE_DISPLAY_NAME_MAPPINGS
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try:
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from .minimax_h3_singleframe_vae import NODE_CLASS_MAPPINGS as MMVAE_NODE_CLASS_MAPPINGS
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from .minimax_h3_singleframe_vae import NODE_DISPLAY_NAME_MAPPINGS as MMVAE_NODE_DISPLAY_NAME_MAPPINGS
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except Exception as _e: # noqa
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print(f"[BFSNodes] MiniMax-H3 VAE loaders not loaded: {_e!r}")
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MMVAE_NODE_CLASS_MAPPINGS, MMVAE_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
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try:
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from .sharpest_frame import NODE_CLASS_MAPPINGS as SHARP_NODE_CLASS_MAPPINGS
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from .sharpest_frame import NODE_DISPLAY_NAME_MAPPINGS as SHARP_NODE_DISPLAY_NAME_MAPPINGS
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except Exception as _e: # noqa
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print(f"[BFSNodes] Sharpest Frame node not loaded: {_e!r}")
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SHARP_NODE_CLASS_MAPPINGS, SHARP_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
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try:
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from .minimax_h3_direct_decode import NODE_CLASS_MAPPINGS as MMDD_NODE_CLASS_MAPPINGS
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from .minimax_h3_direct_decode import NODE_DISPLAY_NAME_MAPPINGS as MMDD_NODE_DISPLAY_NAME_MAPPINGS
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except Exception as _e: # noqa
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print(f"[BFSNodes] MiniMax-H3 direct decode node not loaded: {_e!r}")
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MMDD_NODE_CLASS_MAPPINGS, MMDD_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
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try:
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from .save_h3_latent import NODE_CLASS_MAPPINGS as SVH3_NODE_CLASS_MAPPINGS
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from .save_h3_latent import NODE_DISPLAY_NAME_MAPPINGS as SVH3_NODE_DISPLAY_NAME_MAPPINGS
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except Exception as _e: # noqa
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print(f"[BFSNodes] Save H3 Latent node not loaded: {_e!r}")
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SVH3_NODE_CLASS_MAPPINGS, SVH3_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
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try:
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from .ltx_identity_multiangle import NODE_CLASS_MAPPINGS as MA_NODE_CLASS_MAPPINGS
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from .ltx_identity_multiangle import NODE_DISPLAY_NAME_MAPPINGS as MA_NODE_DISPLAY_NAME_MAPPINGS
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except Exception as _e: # noqa
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print(f"[BFSNodes] LTX Identity Multiple Angles node not loaded: {_e!r}")
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MA_NODE_CLASS_MAPPINGS, MA_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
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try:
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from .ltx_identity_gemma_vision import NODE_CLASS_MAPPINGS as GV_NODE_CLASS_MAPPINGS
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from .ltx_identity_gemma_vision import NODE_DISPLAY_NAME_MAPPINGS as GV_NODE_DISPLAY_NAME_MAPPINGS
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except Exception as _e: # noqa
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print(f"[BFSNodes] LTX Identity Gemma-Vision node not loaded: {_e!r}")
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GV_NODE_CLASS_MAPPINGS, GV_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
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try:
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from .multiref_sheet_node import NODE_CLASS_MAPPINGS as MRS_NODE_CLASS_MAPPINGS
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from .multiref_sheet_node import NODE_DISPLAY_NAME_MAPPINGS as MRS_NODE_DISPLAY_NAME_MAPPINGS
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except Exception as _e: # noqa
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print(f"[BFSNodes] Multi-Ref Sheet Builder node not loaded: {_e!r}")
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MRS_NODE_CLASS_MAPPINGS, MRS_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
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try:
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from .ltx_multishot_prompt import NODE_CLASS_MAPPINGS as MSP_NODE_CLASS_MAPPINGS
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from .ltx_multishot_prompt import NODE_DISPLAY_NAME_MAPPINGS as MSP_NODE_DISPLAY_NAME_MAPPINGS
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except Exception as _e: # noqa
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print(f"[BFSNodes] LTX Multishot Prompt node not loaded: {_e!r}")
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MSP_NODE_CLASS_MAPPINGS, MSP_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
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# CAN / AdaLN node disabled: empirically the AdaLN modulation degrades the video (the identity
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# gain came from the projector + LoRA, not the CAN). Kept the file but not registered.
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CAN_NODE_CLASS_MAPPINGS, CAN_NODE_DISPLAY_NAME_MAPPINGS = {}, {}
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NODE_CLASS_MAPPINGS = {
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**GV_NODE_CLASS_MAPPINGS,
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**CAN_NODE_CLASS_MAPPINGS,
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**BFS_NODE_CLASS_MAPPINGS,
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**LTXV_EA_NODE_CLASS_MAPPINGS,
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**HEADSWAP_NODE_CLASS_MAPPINGS,
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**A2R_NODE_CLASS_MAPPINGS,
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**AMV_NODE_CLASS_MAPPINGS,
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**IDT_NODE_CLASS_MAPPINGS,
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**MC_NODE_CLASS_MAPPINGS,
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**MRSLOT_NODE_CLASS_MAPPINGS,
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**MA_NODE_CLASS_MAPPINGS,
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**MRS_NODE_CLASS_MAPPINGS,
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**CM_NODE_CLASS_MAPPINGS,
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**MSP_NODE_CLASS_MAPPINGS,
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**MMVAE_NODE_CLASS_MAPPINGS,
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**SHARP_NODE_CLASS_MAPPINGS,
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**MMDD_NODE_CLASS_MAPPINGS,
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**SVH3_NODE_CLASS_MAPPINGS,
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}
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NODE_DISPLAY_NAME_MAPPINGS = {
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**GV_NODE_DISPLAY_NAME_MAPPINGS,
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**CAN_NODE_DISPLAY_NAME_MAPPINGS,
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**BFS_NODE_DISPLAY_NAME_MAPPINGS,
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**LTXV_EA_NODE_DISPLAY_NAME_MAPPINGS,
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**HEADSWAP_NODE_DISPLAY_NAME_MAPPINGS,
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**A2R_NODE_DISPLAY_NAME_MAPPINGS,
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**AMV_NODE_DISPLAY_NAME_MAPPINGS,
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**IDT_NODE_DISPLAY_NAME_MAPPINGS,
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**MC_NODE_DISPLAY_NAME_MAPPINGS,
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**MRSLOT_NODE_DISPLAY_NAME_MAPPINGS,
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**MA_NODE_DISPLAY_NAME_MAPPINGS,
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**MRS_NODE_DISPLAY_NAME_MAPPINGS,
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**CM_NODE_DISPLAY_NAME_MAPPINGS,
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**MSP_NODE_DISPLAY_NAME_MAPPINGS,
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**MMVAE_NODE_DISPLAY_NAME_MAPPINGS,
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**SHARP_NODE_DISPLAY_NAME_MAPPINGS,
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**MMDD_NODE_DISPLAY_NAME_MAPPINGS,
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**SVH3_NODE_DISPLAY_NAME_MAPPINGS,
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}
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