{ "id": "8e881096-4f7b-4633-b34b-6b9c0f8aa093", "revision": 0, "last_node_id": 118, "last_link_id": 89, "nodes": [ { "id": 109, "type": "LightX2VConfigCombiner", "pos": [1090.0107421875, -940.6998901367188], "size": [239.138671875, 126], "flags": {}, "order": 4, "mode": 0, "inputs": [ { "name": "inference_config", "type": "INFERENCE_CONFIG", "link": 76 }, { "name": "teacache_config", "shape": 7, "type": "TEACACHE_CONFIG", "link": null }, { "name": "quantization_config", "shape": 7, "type": "QUANT_CONFIG", "link": null }, { "name": "memory_config", "shape": 7, "type": "MEMORY_CONFIG", "link": null }, { "name": "vae_config", "shape": 7, "type": "VAE_CONFIG", "link": null }, { "name": "lora_chain", "shape": 7, "type": "LORA_CHAIN", "link": null } ], "outputs": [ { "name": "combined_config", "type": "COMBINED_CONFIG", "links": [78, 80] } ], "properties": { "Node name for S&R": "LightX2VConfigCombiner" }, "widgets_values": [] }, { "id": 110, "type": "LightX2VModularInference", "pos": [1451.4600830078125, -804.5155029296875], "size": [400, 200], "flags": {}, "order": 5, "mode": 0, "inputs": [ { "name": "combined_config", "type": "COMBINED_CONFIG", "link": 78 }, { "name": "image", "shape": 7, "type": "IMAGE", "link": 79 }, { "name": "audio", "shape": 7, "type": "AUDIO", "link": 85 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [86] }, { "name": "audio", "type": "AUDIO", "links": [84] } ], "properties": { "Node name for S&R": "LightX2VModularInference" }, "widgets_values": [ "The video features a old lady is saying something and knitting a sweater.", "色调艳丽,过曝,静态,细节模糊不清,字幕,风格,作品,画作,画面,静止,整体发灰,最差质量,低质量,JPEG压缩残留,丑陋的,残缺的,多余的手指,画得不好的手部,画得不好的脸部,畸形的,毁容的,形态畸形的肢体,手指融合,静止不动的画面,杂乱的背景,三条腿,背景人很多,倒着走" ] }, { "id": 105, "type": "LightX2VInferenceConfig", "pos": [775.7962646484375, -936.5638427734375], "size": [270, 346], "flags": {}, "order": 0, "mode": 0, "inputs": [], "outputs": [ { "name": "inference_config", "type": "INFERENCE_CONFIG", "links": [76] } ], "properties": { "Node name for S&R": "LightX2VInferenceConfig" }, "widgets_values": [ "wan2.1_audio", "Wan2.1-R2V721-Audio-14B-720P", "i2v", 4, 407287721, "randomize", 1, 5, 720, 1280, 5, "", "" ] }, { "id": 117, "type": "RIFEInterpolation", "pos": [1999.54443359375, -796.881591796875], "size": [270, 130], "flags": {}, "order": 7, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 86 }, { "name": "target_fps", "type": "FLOAT", "widget": { "name": "target_fps" }, "link": 88 } ], "outputs": [ { "name": "images", "type": "IMAGE", "links": [87] } ], "properties": { "Node name for S&R": "RIFEInterpolation" }, "widgets_values": [16, 24, 1, "flownet.pkl"] }, { "id": 108, "type": "VHS_VideoCombine", "pos": [2351.4580078125, -794.34375], "size": [220.5830078125, 496.25701904296875], "flags": {}, "order": 8, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 87 }, { "name": "audio", "shape": 7, "type": "AUDIO", "link": 84 }, { "name": "meta_batch", "shape": 7, "type": "VHS_BatchManager", "link": null }, { "name": "vae", "shape": 7, "type": "VAE", "link": null }, { "name": "frame_rate", "type": "FLOAT", "widget": { "name": "frame_rate" }, "link": 89 } ], "outputs": [ { "name": "Filenames", "type": "VHS_FILENAMES", "links": null } ], "properties": { "Node name for S&R": "VHS_VideoCombine" }, "widgets_values": { "frame_rate": 24, "loop_count": 0, "filename_prefix": "AnimateDiff", "format": "video/h264-mp4", "pix_fmt": "yuv420p", "crf": 19, "save_metadata": true, "trim_to_audio": false, "pingpong": false, "save_output": true, "videopreview": { "hidden": false, "paused": false, "params": { "filename": "AnimateDiff_00013-audio.mp4", "subfolder": "", "type": "output", "format": "video/h264-mp4", "frame_rate": 24, "workflow": "AnimateDiff_00013.png", "fullpath": "/mnt/aigc/users/gaopeng1/ComfyUI/output/AnimateDiff_00013-audio.mp4" }, "muted": false } } }, { "id": 107, "type": "LoadImage", "pos": [1041.3621826171875, -540.7197265625], "size": [274.080078125, 314.0000305175781], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [79] }, { "name": "MASK", "type": "MASK", "links": null } ], "properties": { "Node name for S&R": "LoadImage" }, "widgets_values": ["15.png", "image"] }, { "id": 116, "type": "LoadAudio", "pos": [1034.8560791015625, -166.87115478515625], "size": [270, 136], "flags": {}, "order": 2, "mode": 0, "inputs": [], "outputs": [ { "name": "AUDIO", "type": "AUDIO", "links": [85] } ], "properties": { "Node name for S&R": "LoadAudio" }, "widgets_values": ["15.wav", null, null] }, { "id": 111, "type": "easy showAnything", "pos": [1471.281982421875, -908.9144897460938], "size": [624.5454711914062, 358.7272644042969], "flags": { "collapsed": true }, "order": 6, "mode": 0, "inputs": [ { "name": "anything", "shape": 7, "type": "*", "link": 80 } ], "outputs": [ { "name": "output", "type": "*", "links": null } ], "title": "config", "properties": { "Node name for S&R": "easy showAnything" }, "widgets_values": [ "{\"model_cls\": \"wan2.1_audio\", \"model_path\": \"/mnt/aigc/users/gaopeng1/ComfyUI/models/lightx2v/Wan2.1-R2V721-Audio-14B-720P\", \"task\": \"i2v\", \"mode\": \"infer\", \"infer_steps\": 4, \"seed\": 2308065231, \"sample_guide_scale\": 1.0, \"sample_shift\": 5, \"enable_cfg\": false, \"prompt\": \"\", \"negative_prompt\": \"\", \"target_height\": 720, \"target_width\": 1280, \"target_video_length\": 81, \"fps\": 16, \"vae_stride\": [4, 8, 8], \"patch_size\": [1, 2, 2], \"feature_caching\": \"NoCaching\", \"teacache_thresh\": 0.26, \"coefficients\": null, \"use_ret_steps\": false, \"dit_quant_scheme\": \"bf16\", \"t5_quant_scheme\": \"bf16\", \"clip_quant_scheme\": \"fp16\", \"quant_op\": \"vllm\", \"precision_mode\": \"fp32\", \"dit_quantized_ckpt\": null, \"t5_quantized_ckpt\": null, \"clip_quantized_ckpt\": null, \"mm_config\": {\"mm_type\": \"Default\"}, \"rotary_chunk\": false, \"rotary_chunk_size\": 100, \"clean_cuda_cache\": false, \"torch_compile\": false, \"attention_type\": \"flash_attn3\", \"self_attn_1_type\": \"flash_attn3\", \"cross_attn_1_type\": \"flash_attn3\", \"cross_attn_2_type\": \"flash_attn3\", \"cpu_offload\": false, \"offload_granularity\": \"phase\", \"offload_ratio\": 1.0, \"t5_cpu_offload\": false, \"t5_offload_granularity\": \"model\", \"lazy_load\": false, \"unload_modules\": false, \"use_tiny_vae\": false, \"tiny_vae\": false, \"tiny_vae_path\": null, \"use_tiling_vae\": false, \"lora_path\": null, \"strength_model\": 1.0, \"do_mm_calib\": false, \"parallel_attn_type\": null, \"parallel_vae\": false, \"max_area\": false, \"use_prompt_enhancer\": false, \"text_len\": 512, \"video_duration\": 5.0, \"adaptive_resize\": false, \"_class_name\": \"WanModel\", \"_diffusers_version\": \"0.30.0\", \"dim\": 5120, \"eps\": 1e-06, \"ffn_dim\": 13824, \"freq_dim\": 256, \"in_dim\": 16, \"model_type\": \"i2v\", \"num_heads\": 40, \"num_layers\": 40, \"out_dim\": 16}" ] }, { "id": 118, "type": "easy float", "pos": [1477.1490478515625, -516.4893798828125], "size": [301.4599914550781, 95.50999450683594], "flags": {}, "order": 3, "mode": 0, "inputs": [], "outputs": [ { "name": "float", "type": "FLOAT", "links": [88, 89] } ], "title": "output_fps", "properties": { "Node name for S&R": "easy float" }, "widgets_values": [24.000000000000004] } ], "links": [ [76, 105, 0, 109, 0, "INFERENCE_CONFIG"], [78, 109, 0, 110, 0, "COMBINED_CONFIG"], [79, 107, 0, 110, 1, "IMAGE"], [80, 109, 0, 111, 0, "*"], [84, 110, 1, 108, 1, "AUDIO"], [85, 116, 0, 110, 2, "AUDIO"], [86, 110, 0, 117, 0, "IMAGE"], [87, 117, 0, 108, 0, "IMAGE"], [88, 118, 0, 117, 1, "FLOAT"], [89, 118, 0, 108, 4, "FLOAT"] ], "groups": [], "config": {}, "extra": { "ds": { "scale": 0.6209213230591553, "offset": [-32.91825689016712, 1273.01043993064] }, "frontendVersion": "1.23.4", "VHS_latentpreview": false, "VHS_latentpreviewrate": 0, "VHS_MetadataImage": true, "VHS_KeepIntermediate": true }, "version": 0.4 }