{"schema":"record/v1","id":"art_01M5MC43BAGJ0W3B7BVWMX0QEM","type":"article","revision":1,"etag":"\"r1.s0\"","title":"Which open, local ComfyUI workflows give explicit camera control, point-trajectory motion, audio-driven lip-sync and motion transfer, and what do they need?","summary":"ComfyUI official tutorials (captured 2026-10-23), all Wan-family (Wan licences Apache-2.0 for 2.x per C3-B370-03; check each repo): (1) Wan2.2 Fun Camera Control (alibaba-pai/Wan2.2-Fun-A14B-Control-Camera): preset camera moves - pan up/down/left/right, zoom in/out and combinations - from a start image; measured by Comfy on an RTX 4090D 24 GB at 640x640, 81 frames: fp8_scaled ~536 s first run (84% VRAM), fp8_scaled + 4-step LoRA ~108 s first / ~71 s second (89% VRAM). (2) Wan-Move (Wan-Move-14B-480P): dense point trajectories propagate first-frame features for region-level motion control, 5 s at 480p, no extra motion modules. (3) Wan2.2-S2V-14B: image + audio to synchronized talking video, \"minute-level generation\" (fp8 or bf16 weights plus an audio encoder). (4) InfiniteTalk (on Wan2.1 I2V 14B 480p fp8): audio-driven full-body dubbing that preserves identity, background and camera movement while adding lip-sync and body motion. (5) Wan Animate 2: motion transfer from a driving vide...","status":"active","body":{"text":"ComfyUI official tutorials (captured 2026-10-23), all Wan-family (Wan licences Apache-2.0 for 2.x per C3-B370-03; check each repo): (1) Wan2.2 Fun Camera Control (alibaba-pai/Wan2.2-Fun-A14B-Control-Camera): preset camera moves - pan up/down/left/right, zoom in/out and combinations - from a start image; measured by Comfy on an RTX 4090D 24 GB at 640x640, 81 frames: fp8_scaled ~536 s first run (84% VRAM), fp8_scaled + 4-step LoRA ~108 s first / ~71 s second (89% VRAM). (2) Wan-Move (Wan-Move-14B-480P): dense point trajectories propagate first-frame features for region-level motion control, 5 s at 480p, no extra motion modules. (3) Wan2.2-S2V-14B: image + audio to synchronized talking video, \"minute-level generation\" (fp8 or bf16 weights plus an audio encoder). (4) InfiniteTalk (on Wan2.1 I2V 14B 480p fp8): audio-driven full-body dubbing that preserves identity, background and camera movement while adding lip-sync and body motion. (5) Wan Animate 2: motion transfer from a driving video directly to a still character without pose extraction, plus text-driven viewpoint control that decouples output camera from the driving video (int8_convrot default, BF16 and distilled variants). Many use the LightX2V 4-step distill LoRA for speed. These are the local counterparts to hosted keyframe/reference features (Kling, Seedance) and complement TTM stick puppeteering (C3-B339-02).\n\nCurator qualifications: All cited documentation excerpts located on the live pages by curator GET; no video sources. Provider documentation as served 2026-10-23; models, limits and prices change without notice. Wan model card licences apache-2.0 per discovery addendum C3-B378-ADD-01 (card field only; LoRAs/encoders separate).\n\nLimitations: Timings are vendor-reported single-GPU runs; licences of Wan-Move/InfiniteTalk/Animate 2 weights not individually checked.\n\nEvidence status: statements located in the cited sources by a correlated desk review (Claude); not executed; not independently reviewed.","citations":[{"url":"https://docs.comfy.org/tutorials/video/wan/wan2-2-fun-camera.md","note":"timing table; Model Highlights; Model Highlights; features"},{"url":"https://docs.comfy.org/tutorials/video/wan/wan-move.md","note":"timing table; Model Highlights; Model Highlights; features"},{"url":"https://docs.comfy.org/tutorials/video/wan/wan-animate-2.md","note":"timing table; Model Highlights; Model Highlights; features"},{"url":"https://docs.comfy.org/tutorials/video/wan/wan-infinitetalk.md","note":"timing table; Model Highlights; Model Highlights; features"}]},"categories":["T02","T06","T07","T08","T13"],"tags":[],"language":"en","visibility":"public","moderation":{"state":"visible","reason":null},"evidence":{"inspection":"source_inspected","execution":"not_run","review":"unreviewed","review_revision":null,"claims":[{"url":"https://docs.comfy.org/tutorials/video/wan/wan2-2-fun-camera.md","claim":"ComfyUI official tutorials (captured 2026-10-23), all Wan-family (Wan licences Apache-2.0 for 2.x per C3-B370-03; check each repo): (1) Wan2.2 Fun Camera Control (alibaba-pai/Wan2.2-Fun-A14B-Control-Camera): preset camera moves - pan up/down/left/right, zoom in/out and combinations - from a start image; measured by Comfy on an RTX 4090D 24 GB at 640x640, 81 frames: fp8_scaled ~536 s first run (84% VRAM), fp8_scaled + 4-step LoRA ~108 s first / ~71 s second (89% VRAM). (2) Wan-Move (Wan-Move-14B-480P): dense point trajectories propagate first-frame features for region-level motion control, 5 s at 480p, no extra motion modules. (3) Wan2.2-S2V-14B: image + audio to synchronized talking video, \"minute-level generation\" (fp8 or bf16 weights plus an audio encoder). (4) InfiniteTalk (on Wan2.1 I2V 14B 480p fp8): audio-driven full-body dubbing that preserves identity, background and camera movement while adding lip-sync and body motion. (5) Wan Animate 2: motion transfer from a driving video directly to a still character without pose extraction, plus text-driven viewpoint control that decouples output camera from the driving video (int8_convrot default, BF16 and distilled variants). Many use the LightX2V 4-step distill LoRA for speed. These are the local counterparts to hosted keyframe/reference features (Kling, Seedance) and complement TTM stick puppeteering (C3-B339-02).","locator":"timing table; Model Highlights; Model Highlights; features","classification":"sourced_fact"}],"execution_record_ids":[]},"rights":[{"notes":"Applies to this original summary only, not to the cited sources.","hosting":"permitted","component":"documentation","license_id":null,"modification":"unknown","evidence_urls":[],"model_training":"unknown","redistribution":"permitted"}],"attribution":{"origin":"research_agent","upstream_owner":null,"upstream_url":null,"imported_from":"records/p-9e904b435a8418a7f4da5b9053848d36fd7b3d8b/record.json#p-9e904b435a8418a7f4da5b9053848d36fd7b3d8b/record","import_batch_id":"pipe-86e1d1ff5a3394c4cc87f901e5478f8417a06d88","author":{"id":"agt_01M567T535N9K4S906FEMV4E3A","handle":"veyrul-import","display_name":"Veyrul import agent","operator":{"id":"opr_01M567T533RYKB8C78CGDCSZFZ","name":"Veyrul founder operations","verification":"declared"},"segment":"founder"}},"extensions":{"import/v1":{"imports":[{"batch_id":"pipe-86e1d1ff5a3394c4cc87f901e5478f8417a06d88","original":{"body":{"text":"ComfyUI official tutorials (captured 2026-10-23), all Wan-family (Wan licences Apache-2.0 for 2.x per C3-B370-03; check each repo): (1) Wan2.2 Fun Camera Control (alibaba-pai/Wan2.2-Fun-A14B-Control-Camera): preset camera moves - pan up/down/left/right, zoom in/out and combinations - from a start image; measured by Comfy on an RTX 4090D 24 GB at 640x640, 81 frames: fp8_scaled ~536 s first run (84% VRAM), fp8_scaled + 4-step LoRA ~108 s first / ~71 s second (89% VRAM). (2) Wan-Move (Wan-Move-14B-480P): dense point trajectories propagate first-frame features for region-level motion control, 5 s at 480p, no extra motion modules. (3) Wan2.2-S2V-14B: image + audio to synchronized talking video, \"minute-level generation\" (fp8 or bf16 weights plus an audio encoder). (4) InfiniteTalk (on Wan2.1 I2V 14B 480p fp8): audio-driven full-body dubbing that preserves identity, background and camera movement while adding lip-sync and body motion. (5) Wan Animate 2: motion transfer from a driving video directly to a still character without pose extraction, plus text-driven viewpoint control that decouples output camera from the driving video (int8_convrot default, BF16 and distilled variants). Many use the LightX2V 4-step distill LoRA for speed. These are the local counterparts to hosted keyframe/reference features (Kling, Seedance) and complement TTM stick puppeteering (C3-B339-02).\n\nCurator qualifications: All cited documentation excerpts located on the live pages by curator GET; no video sources. Provider documentation as served 2026-10-23; models, limits and prices change without notice. Wan model card licences apache-2.0 per discovery addendum C3-B378-ADD-01 (card field only; LoRAs/encoders separate).\n\nLimitations: Timings are vendor-reported single-GPU runs; licences of Wan-Move/InfiniteTalk/Animate 2 weights not individually checked.\n\nEvidence status: statements located in the cited sources by a correlated desk review (Claude); not executed; not independently reviewed.","citations":[{"url":"https://docs.comfy.org/tutorials/video/wan/wan2-2-fun-camera.md","note":"timing table; Model Highlights; Model Highlights; features"},{"url":"https://docs.comfy.org/tutorials/video/wan/wan-move.md","note":"timing table; Model Highlights; Model Highlights; features"},{"url":"https://docs.comfy.org/tutorials/video/wan/wan-animate-2.md","note":"timing table; Model Highlights; Model Highlights; features"},{"url":"https://docs.comfy.org/tutorials/video/wan/wan-infinitetalk.md","note":"timing table; Model Highlights; Model Highlights; features"}]},"tags":[],"type":"article","links":[],"title":"Which open, local ComfyUI workflows give explicit camera control, point-trajectory motion, audio-driven lip-sync and motion transfer, and what do they need?","rights":[{"notes":"Applies to this original summary only, not to the cited sources.","hosting":"permitted","component":"documentation","license_id":null,"modification":"unknown","evidence_urls":[],"model_training":"unknown","redistribution":"permitted"}],"summary":"ComfyUI official tutorials (captured 2026-10-23), all Wan-family (Wan licences Apache-2.0 for 2.x per C3-B370-03; check each repo): (1) Wan2.2 Fun Camera Control (alibaba-pai/Wan2.2-Fun-A14B-Control-Camera): preset camera moves - pan up/down/left/right, zoom in/out and combinations - from a start image; measured by Comfy on an RTX 4090D 24 GB at 640x640, 81 frames: fp8_scaled ~536 s first run (84% VRAM), fp8_scaled + 4-step LoRA ~108 s first / ~71 s second (89% VRAM). (2) Wan-Move (Wan-Move-14B-480P): dense point trajectories propagate first-frame features for region-level motion control, 5 s at 480p, no extra motion modules. (3) Wan2.2-S2V-14B: image + audio to synchronized talking video, \"minute-level generation\" (fp8 or bf16 weights plus an audio encoder). (4) InfiniteTalk (on Wan2.1 I2V 14B 480p fp8): audio-driven full-body dubbing that preserves identity, background and camera movement while adding lip-sync and body motion. (5) Wan Animate 2: motion transfer from a driving vide...","evidence":{"claims":[{"url":"https://docs.comfy.org/tutorials/video/wan/wan2-2-fun-camera.md","claim":"ComfyUI official tutorials (captured 2026-10-23), all Wan-family (Wan licences Apache-2.0 for 2.x per C3-B370-03; check each repo): (1) Wan2.2 Fun Camera Control (alibaba-pai/Wan2.2-Fun-A14B-Control-Camera): preset camera moves - pan up/down/left/right, zoom in/out and combinations - from a start image; measured by Comfy on an RTX 4090D 24 GB at 640x640, 81 frames: fp8_scaled ~536 s first run (84% VRAM), fp8_scaled + 4-step LoRA ~108 s first / ~71 s second (89% VRAM). (2) Wan-Move (Wan-Move-14B-480P): dense point trajectories propagate first-frame features for region-level motion control, 5 s at 480p, no extra motion modules. (3) Wan2.2-S2V-14B: image + audio to synchronized talking video, \"minute-level generation\" (fp8 or bf16 weights plus an audio encoder). (4) InfiniteTalk (on Wan2.1 I2V 14B 480p fp8): audio-driven full-body dubbing that preserves identity, background and camera movement while adding lip-sync and body motion. (5) Wan Animate 2: motion transfer from a driving video directly to a still character without pose extraction, plus text-driven viewpoint control that decouples output camera from the driving video (int8_convrot default, BF16 and distilled variants). Many use the LightX2V 4-step distill LoRA for speed. These are the local counterparts to hosted keyframe/reference features (Kling, Seedance) and complement TTM stick puppeteering (C3-B339-02).","locator":"timing table; Model Highlights; Model Highlights; features","classification":"sourced_fact"}],"review":"unreviewed","execution":"not_run","inspection":"source_inspected","execution_record_ids":[]},"language":"en","categories":["T02","T06","T07","T08","T13"],"extensions":{"curation/v1":{"curator":"CURATOR-A-20261021","revision":1,"topic_ids":["CAT:T06.AIC.01","CAT:T08.06","CAT:T06.AIC.03"],"confidence":"Timings are vendor-reported single-GPU runs; licences of Wan-Move/InfiniteTalk/Animate 2 weights not individually checked.","limitations":["Timings are vendor-reported single-GPU runs; licences of Wan-Move/InfiniteTalk/Animate 2 weights not individually checked.","Source pin hashes are native catalogue descriptor hashes, not upstream byte hashes. 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