from .nodes.attn_bank_nodes import ( LTXAttentionBankNode, LTXAttentioOverrideNode, LTXPrepareAttnInjectionsNode, ) from .nodes.attn_override_node import LTXAttnOverrideNode from .nodes.latent_guide_node import AddLatentGuideNode from .nodes.ltx_feta_enhance_node import LTXFetaEnhanceNode from .nodes.ltx_flowedit_nodes import LTXFlowEditCFGGuiderNode, LTXFlowEditSamplerNode from .nodes.ltx_inverse_model_pred_nodes import ( LTXForwardModelSamplingPredNode, LTXReverseModelSamplingPredNode, ) from .nodes.ltx_pag_node import LTXPerturbedAttentionNode from .nodes.modify_ltx_model_node import ModifyLTXModelNode from .nodes.rectified_sampler_nodes import ( LTXRFForwardODESamplerNode, LTXRFReverseODESamplerNode, ) NODE_CLASS_MAPPINGS = { "ModifyLTXModel": ModifyLTXModelNode, "AddLatentGuide": AddLatentGuideNode, "LTXForwardModelSamplingPred": LTXForwardModelSamplingPredNode, "LTXReverseModelSamplingPred": LTXReverseModelSamplingPredNode, "LTXRFForwardODESampler": LTXRFForwardODESamplerNode, "LTXRFReverseODESampler": LTXRFReverseODESamplerNode, "LTXAttentionBank": LTXAttentionBankNode, "LTXPrepareAttnInjections": LTXPrepareAttnInjectionsNode, "LTXAttentioOverride": LTXAttentioOverrideNode, "LTXPerturbedAttention": LTXPerturbedAttentionNode, "LTXAttnOverride": LTXAttnOverrideNode, "LTXFlowEditCFGGuider": LTXFlowEditCFGGuiderNode, "LTXFlowEditSampler": LTXFlowEditSamplerNode, "LTXFetaEnhance": LTXFetaEnhanceNode, } NODE_DISPLAY_NAME_MAPPINGS = { "ModifyLTXModel": "Modify LTX Model", "AddLatentGuide": "Add LTX Latent Guide", "LTXAddImageGuide": "Add LTX Image Guide", "LTXForwardModelSamplingPred": "LTX Forward Model Pred", "LTXReverseModelSamplingPred": "LTX Reverse Model Pred", "LTXRFForwardODESampler": "LTX Rf-Inv Forward Sampler", "LTXRFReverseODESampler": "LTX Rf-Inv Reverse Sampler", "LTXAttentionBank": "LTX Attention Bank", "LTXPrepareAttnInjections": "LTX Prepare Attn Injection", "LTXAttentioOverride": "LTX Attn Block Override", "LTXPerturbedAttention": "LTX Apply Perturbed Attention", "LTXAttnOverride": "LTX Attention Override", "LTXFlowEditCFGGuider": "LTX Flow Edit CFG Guider", "LTXFlowEditSampler": "LTX Flow Edit Sampler", "LTXFetaEnhance": "LTX Feta Enhance", }