Introduce model-specific target profiles, fail-closed grounding and validation, content-addressed Director caching, LTX-2.5 contracts, comparison workflows, benchmarks, schemas, documentation, and regression coverage.
7212 lines
174 KiB
JSON
7212 lines
174 KiB
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"Workflow purpose\n\nCharacter motion transfer using DiffusionGemma + LTX 2.3.\n\n1. Reference image defines the replacement character identity and appearance.\n2. Source video defines pose, action, timing, camera choreography, blocking, depth, composition, and scene geometry.\n3. DiffusionGemma writes the LTX prompt from both inputs using image_identity_video_control.\n4. LTX 2.3 IC-LoRA generates the transferred-motion video.\n\nPackaged source assets live in examples/assets/character_motion_transfer.\nBefore running, copy that folder to ComfyUI/input/character_motion_transfer, or upload the files through ComfyUI.\n\nWorkflow inputs after copy:\n- character_motion_transfer/character_reference.png\n- character_motion_transfer/motion_control_video.mp4\n\nDemo output included in the repo:\n- examples/assets/character_motion_transfer/diffusiongemma_ltx_character_demo.mp4"
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"Models used by this workflow\n\nDiffusionGemma prompt model:\n- nvidia/diffusiongemma-26B-A4B-it-NVFP4\n https://huggingface.co/nvidia/diffusiongemma-26B-A4B-it-NVFP4\n Create a diffusiongemma folder inside models/LLM and download the model in there. Folder structure should look like this: ComfyUI\\models\\LLM\\diffusiongemma-26B-A4B-it-NVFP4. Download the\n model inside the diffusiongemma-26B-A4B-it-NVFP4 folder.\n\nLTX 2.3 diffusion model:\n- ltx-2.3-22b-distilled_transformer_only_fp8_input_scaled_v3.safetensors\n https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/diffusion_models/ltx-2.3-22b-distilled_transformer_only_fp8_input_scaled_v3.safetensors\n Place in ComfyUI/models/unet.\n\nLTX IC-LoRAs:\n- ltx-2.3-22b-ic-lora-union-control-ref0.5.safetensors\n https://huggingface.co/Lightricks/LTX-2.3-22b-IC-LoRA-Union-Control/blob/main/ltx-2.3-22b-ic-lora-union-control-ref0.5.safetensors\n- ltx-2.3-22b-ic-lora-decompression-0.9.safetensors\n https://huggingface.co/Lightricks/LTX-2.3-22b-IC-LoRA-Decompression\n Place in ComfyUI/models/loras. The decompression model may require accepting Hugging Face access terms.\n\nVAEs:\n- LTX23_video_vae_bf16.safetensors\n https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/vae/LTX23_video_vae_bf16.safetensors\n- LTX23_audio_vae_bf16.safetensors\n https://huggingface.co/Kijai/LTX2.3_comfy/tree/main/vae\n Place in ComfyUI/models/vae.\n\nText encoders:\n- gemma_3_12B_it_fp4_mixed.safetensors\n https://huggingface.co/Comfy-Org/ltx-2/blob/main/split_files/text_encoders/gemma_3_12B_it_fp4_mixed.safetensors\n- ltx-2.3_text_projection_bf16.safetensors\n https://huggingface.co/Kijai/LTX2.3_comfy/blob/main/text_encoders/ltx-2.3_text_projection_bf16.safetensors\n Place in ComfyUI/models/text_encoders.\n\nLatent upscaler:\n- ltx-2.3-spatial-upscaler-x2-1.1.safetensors\n https://huggingface.co/Lightricks/LTX-2.3/blob/main/ltx-2.3-spatial-upscaler-x2-1.1.safetensors\n Place in ComfyUI/models/latent_upscale_models."
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"Known custom-node dependencies\n\nInstall missing packs through ComfyUI Manager when possible. ComfyUI-DiffusionGemmaPromptBuilder lives at https://github.com/exportAnything/ComfyUI-DiffusionGemmaPromptBuilder. A Comfy Registry release can follow once the publisher id is confirmed.\n\n- ComfyUI-DiffusionGemmaPromptBuilder: DiffusionGemma Model Loader, Context Hub, Target Profile, CoT Generator, JSON Splitter.\n- ComfyUI-LTXVideo: LTX IC-LoRA loaders and LTX guide/conditioning nodes.\n- comfyui-videohelpersuite: VHS_VideoCombine output video nodes.\n- comfyui-kjnodes: VAELoaderKJ, LTX2_NAG, LTXVChunkFeedForward, torch/SageAttention patch helpers.\n- comfyui_controlnet_aux: DWPose, Canny, and Depth Anything preprocessors used inside the core subgraph.\n- comfyui_essentials: SimpleMath+ utility node.\n- comfyui-easy-use: easy cleanGpuUsed and showAnything helpers.\n- RES4LYF: SeedGenerator.\n\nCore ComfyUI supplies several LTX nodes in this workflow, including LoadVideo, LTXVPreprocess, LTXVConditioning, samplers, latent/audio/video split/concat, and the LTX latent upscaler loader."
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