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wan 2.1 json workflow

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Jun 20th, 2025
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  1.  
  2. Im getting those *very* weird results with wan 2.1, and i'm not sure why. using CausVid LoRA from Kijai. My workspace:
  3. {
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  5. "revision": 0,
  6. "last_node_id": 29,
  7. "last_link_id": 10,
  8. "nodes": [
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  20. "flags": {},
  21. "order": 0,
  22. "mode": 0,
  23. "inputs": [],
  24. "outputs": [
  25. {
  26. "name": "VAE",
  27. "type": "VAE",
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  31. }
  32. ],
  33. "properties": {
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  35. "ver": "0.3.32",
  36. "Node name for S&R": "VAELoader"
  37. },
  38. "widgets_values": [
  39. "Wan2_1_VAE_bf16.safetensors"
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  41. },
  42. {
  43. "id": 8,
  44. "type": "PreviewImage",
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  58. "name": "images",
  59. "type": "IMAGE",
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  61. }
  62. ],
  63. "outputs": [],
  64. "properties": {
  65. "cnr_id": "comfy-core",
  66. "ver": "0.3.32",
  67. "Node name for S&R": "PreviewImage"
  68. },
  69. "widgets_values": []
  70. },
  71. {
  72. "id": 14,
  73. "type": "VAEDecode",
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  82. "flags": {},
  83. "order": 8,
  84. "mode": 0,
  85. "inputs": [
  86. {
  87. "name": "samples",
  88. "type": "LATENT",
  89. "link": 5
  90. },
  91. {
  92. "name": "vae",
  93. "type": "VAE",
  94. "link": 6
  95. }
  96. ],
  97. "outputs": [
  98. {
  99. "name": "IMAGE",
  100. "type": "IMAGE",
  101. "links": [
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  105. }
  106. ],
  107. "properties": {
  108. "cnr_id": "comfy-core",
  109. "ver": "0.3.32",
  110. "Node name for S&R": "VAEDecode"
  111. },
  112. "widgets_values": []
  113. },
  114. {
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  116. "type": "WanVideoSampler",
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  125. "flags": {},
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  127. "mode": 0,
  128. "inputs": [
  129. {
  130. "name": "model",
  131. "type": "WANVIDEOMODEL",
  132. "link": 1
  133. },
  134. {
  135. "name": "image_embeds",
  136. "type": "WANVIDIMAGE_EMBEDS",
  137. "link": 9
  138. },
  139. {
  140. "name": "text_embeds",
  141. "shape": 7,
  142. "type": "WANVIDEOTEXTEMBEDS",
  143. "link": 3
  144. },
  145. {
  146. "name": "samples",
  147. "shape": 7,
  148. "type": "LATENT",
  149. "link": 4
  150. },
  151. {
  152. "name": "feta_args",
  153. "shape": 7,
  154. "type": "FETAARGS",
  155. "link": null
  156. },
  157. {
  158. "name": "context_options",
  159. "shape": 7,
  160. "type": "WANVIDCONTEXT",
  161. "link": null
  162. },
  163. {
  164. "name": "cache_args",
  165. "shape": 7,
  166. "type": "CACHEARGS",
  167. "link": null
  168. },
  169. {
  170. "name": "flowedit_args",
  171. "shape": 7,
  172. "type": "FLOWEDITARGS",
  173. "link": null
  174. },
  175. {
  176. "name": "slg_args",
  177. "shape": 7,
  178. "type": "SLGARGS",
  179. "link": null
  180. },
  181. {
  182. "name": "loop_args",
  183. "shape": 7,
  184. "type": "LOOPARGS",
  185. "link": null
  186. },
  187. {
  188. "name": "experimental_args",
  189. "shape": 7,
  190. "type": "EXPERIMENTALARGS",
  191. "link": null
  192. },
  193. {
  194. "name": "sigmas",
  195. "shape": 7,
  196. "type": "SIGMAS",
  197. "link": null
  198. },
  199. {
  200. "name": "unianimate_poses",
  201. "shape": 7,
  202. "type": "UNIANIMATE_POSE",
  203. "link": null
  204. },
  205. {
  206. "name": "fantasytalking_embeds",
  207. "shape": 7,
  208. "type": "FANTASYTALKING_EMBEDS",
  209. "link": null
  210. },
  211. {
  212. "name": "uni3c_embeds",
  213. "shape": 7,
  214. "type": "UNI3C_EMBEDS",
  215. "link": null
  216. }
  217. ],
  218. "outputs": [
  219. {
  220. "name": "samples",
  221. "type": "LATENT",
  222. "links": [
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  225. }
  226. ],
  227. "properties": {
  228. "aux_id": "Kijai/ComfyUI-WanVideoWrapper",
  229. "Node name for S&R": "WanVideoSampler",
  230. "ver": "2b96d9cef29008a14bb0e93f59a69046995171be"
  231. },
  232. "widgets_values": [
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  237. "randomize",
  238. true,
  239. "unipc",
  240. 0,
  241. 1,
  242. false,
  243. "comfy"
  244. ]
  245. },
  246. {
  247. "id": 13,
  248. "type": "WanVideoLoraSelect",
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  256. ],
  257. "flags": {},
  258. "order": 1,
  259. "mode": 0,
  260. "inputs": [
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  263. "shape": 7,
  264. "type": "WANVIDLORA",
  265. "link": null
  266. },
  267. {
  268. "name": "blocks",
  269. "shape": 7,
  270. "type": "SELECTEDBLOCKS",
  271. "link": null
  272. }
  273. ],
  274. "outputs": [
  275. {
  276. "name": "lora",
  277. "type": "WANVIDLORA",
  278. "links": [
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  280. ]
  281. }
  282. ],
  283. "properties": {
  284. "aux_id": "Kijai/ComfyUI-WanVideoWrapper",
  285. "Node name for S&R": "WanVideoLoraSelect",
  286. "ver": "2b96d9cef29008a14bb0e93f59a69046995171be"
  287. },
  288. "widgets_values": [
  289. "Wan21_CausVid_14B_T2V_lora_rank32_v2.safetensors",
  290. 1,
  291. false
  292. ]
  293. },
  294. {
  295. "id": 28,
  296. "type": "LoadWanVideoT5TextEncoder",
  297. "pos": [
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  300. ],
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  305. "flags": {},
  306. "order": 2,
  307. "mode": 0,
  308. "inputs": [],
  309. "outputs": [
  310. {
  311. "name": "wan_t5_model",
  312. "type": "WANTEXTENCODER",
  313. "links": [
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  315. ]
  316. }
  317. ],
  318. "properties": {
  319. "Node name for S&R": "LoadWanVideoT5TextEncoder"
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  321. "widgets_values": [
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  323. "bf16",
  324. "offload_device",
  325. "disabled"
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  327. },
  328. {
  329. "id": 7,
  330. "type": "VHS_VideoCombine",
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  339. "flags": {},
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  341. "mode": 0,
  342. "inputs": [
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  345. "type": "IMAGE",
  346. "link": 7
  347. },
  348. {
  349. "name": "audio",
  350. "shape": 7,
  351. "type": "AUDIO",
  352. "link": null
  353. },
  354. {
  355. "name": "meta_batch",
  356. "shape": 7,
  357. "type": "VHS_BatchManager",
  358. "link": null
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  360. {
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  362. "shape": 7,
  363. "type": "VAE",
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  366. ],
  367. "outputs": [
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  369. "name": "Filenames",
  370. "type": "VHS_FILENAMES",
  371. "links": null
  372. }
  373. ],
  374. "properties": {
  375. "cnr_id": "comfyui-videohelpersuite",
  376. "ver": "1.6.1",
  377. "Node name for S&R": "VHS_VideoCombine"
  378. },
  379. "widgets_values": {
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  381. "loop_count": 0,
  382. "filename_prefix": "AnimateDiff",
  383. "format": "video/h265-mp4",
  384. "pix_fmt": "yuv420p10le",
  385. "crf": 22,
  386. "save_metadata": true,
  387. "pingpong": false,
  388. "save_output": true,
  389. "videopreview": {
  390. "hidden": false,
  391. "paused": false,
  392. "params": {
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  394. "subfolder": "",
  395. "type": "output",
  396. "format": "video/h265-mp4",
  397. "frame_rate": 8,
  398. "workflow": "AnimateDiff_00003.png",
  399. "fullpath": "/workspace/ComfyUI/output/AnimateDiff_00003.mp4"
  400. }
  401. }
  402. }
  403. },
  404. {
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  406. "type": "EmptyLatentImage",
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  415. "flags": {},
  416. "order": 3,
  417. "mode": 0,
  418. "inputs": [],
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  422. "type": "LATENT",
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  426. }
  427. ],
  428. "properties": {
  429. "cnr_id": "comfy-core",
  430. "ver": "0.3.32",
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  439. {
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  460. ],
  461. "outputs": [
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  464. "type": "WANVIDIMAGE_EMBEDS",
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  470. "properties": {
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  478. },
  479. {
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  500. {
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  506. {
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  512. {
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  516. "link": null
  517. },
  518. {
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  520. "shape": 7,
  521. "type": "VACEPATH",
  522. "link": null
  523. },
  524. {
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  527. "type": "FANTASYTALKINGMODEL",
  528. "link": null
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  530. ],
  531. "outputs": [
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  534. "type": "WANVIDEOMODEL",
  535. "links": [
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  538. }
  539. ],
  540. "properties": {
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  542. "Node name for S&R": "WanVideoModelLoader",
  543. "ver": "2b96d9cef29008a14bb0e93f59a69046995171be"
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  550. "sdpa"
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  552. },
  553. {
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  564. "flags": {},
  565. "order": 6,
  566. "mode": 0,
  567. "inputs": [
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  570. "type": "WANTEXTENCODER",
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  572. },
  573. {
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  576. "type": "WANVIDEOMODEL",
  577. "link": null
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  579. ],
  580. "outputs": [
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  583. "type": "WANVIDEOTEXTEMBEDS",
  584. "links": [
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  587. }
  588. ],
  589. "properties": {
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  591. "Node name for S&R": "WanVideoTextEncode",
  592. "ver": "2b96d9cef29008a14bb0e93f59a69046995171be"
  593. },
  594. "widgets_values": [
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  596. "distortion, jpeg artifacts, moving camera, moving video",
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  598. ]
  599. }
  600. ],
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  683. "groups": [],
  684. "config": {},
  685. "extra": {
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  689. "VHS_MetadataImage": true,
  690. "VHS_KeepIntermediate": true
  691. },
  692. "version": 0.4
  693. }
  694.  
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