{ "id": "04199f77-0876-49be-b809-b9a23a65977e", "revision": 0, "last_node_id": 136, "last_link_id": 240, "nodes": [ { "id": 119, "type": "PathchSageAttentionKJ", "pos": [ 614.6253257113261, -715.6873449422518 ], "size": [ 522.4486484809486, 58 ], "flags": {}, "order": 15, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 219 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 220 ] } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": "6c996e1877db08c7de020ee14421dd28d7574ec2", "Node name for S&R": "PathchSageAttentionKJ" }, "widgets_values": [ "sageattn_qk_int8_pv_fp8_cuda++" ] }, { "id": 121, "type": "TorchCompileModelWanVideoV2", "pos": [ 610.8163354100368, -622.2936970224813 ], "size": [ 529.0236139792091, 202 ], "flags": {}, "order": 18, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 220 } ], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 227 ] } ], "properties": { "cnr_id": "comfyui-kjnodes", "ver": 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{}, "version": "7.1", "input_ue_unconnectable": {} } }, "widgets_values": [ "# SageAttention Speedup: \nNote: fp8_cuda++ mode requires CUDA 12.8 or above\n```\ngit clone https://github.com/thu-ml/SageAttention\ncd SageAttention\npython setup.py install\n```\n\nor:\n\n```\npip install sageattention==2.2.0 --no-build-isolation\n```" ], "color": "#432", "bgcolor": "#653" }, { "id": 130, "type": "UNETLoader", "pos": [ 622.4711987872594, -1084.8256407191038 ], "size": [ 514.8643543205767, 87.41735297169419 ], "flags": {}, "order": 1, "mode": 0, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 233 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.67", "Node name for S&R": "UNETLoader" }, "widgets_values": [ "wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors", "default" ] }, { "id": 120, "type": "PathchSageAttentionKJ", "pos": [ 1318.3096522844278, -718.2755673400391 ], "size": [ 546.6208774406482, 63.24399767659986 ], "flags": {}, "order": 16, "mode": 0, 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], "flags": {}, "order": 2, "mode": 0, "inputs": [], "outputs": [], "title": "Model Links", "properties": { "ue_properties": { "widget_ue_connectable": {}, "version": "7.1", "input_ue_unconnectable": {} } }, "widgets_values": [ "[Tutorial](https://docs.comfy.org/tutorials/video/wan/wan2_2\n)\n\n**Diffusion Model**\n- [wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors)\n- [wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors)\n\n**LoRA**\n- [wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/loras/wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors)\n- [wan2.2_i2v_lightx2v_4steps_lora_v1_high_noise.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/loras/wan2.2_i2v_lightx2v_4steps_lora_v1_high_noise.safetensors)\n\n**VAE**\n- [wan_2.1_vae.safetensors](https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors)\n\n**Text Encoder** \n- [umt5_xxl_fp8_e4m3fn_scaled.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp8_e4m3fn_scaled.safetensors)\n\n\nFile save location\n\n```\nComfyUI/\nโ”œโ”€โ”€โ”€๐Ÿ“‚ models/\nโ”‚ โ”œโ”€โ”€โ”€๐Ÿ“‚ diffusion_models/\nโ”‚ โ”‚ โ”œโ”€โ”€โ”€ wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors\nโ”‚ โ”‚ โ””โ”€โ”€โ”€ wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors\nโ”‚ โ”œโ”€โ”€โ”€๐Ÿ“‚ loras/\nโ”‚ โ”‚ โ”œโ”€โ”€โ”€ wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors\nโ”‚ โ”‚ โ””โ”€โ”€โ”€ wan2.2_i2v_lightx2v_4steps_lora_v1_low_noise.safetensors\nโ”‚ โ”œโ”€โ”€โ”€๐Ÿ“‚ text_encoders/\nโ”‚ โ”‚ โ””โ”€โ”€โ”€ umt5_xxl_fp8_e4m3fn_scaled.safetensors \nโ”‚ โ””โ”€โ”€โ”€๐Ÿ“‚ vae/\nโ”‚ โ””โ”€โ”€ wan_2.1_vae.safetensors\n```\n" ], "color": "#432", "bgcolor": "#653" }, { "id": 136, "type": "UNETLoader", "pos": [ 1330.232437422612, -1102.1126308446537 ], "size": [ 514.8643543205767, 87.41735297169419 ], "flags": {}, "order": 3, "mode": 0, "inputs": [], "outputs": [ { "name": "MODEL", "type": "MODEL", "links": [ 239 ] } ], "properties": { "cnr_id": "comfy-core", "ver": "0.3.67", "Node name for S&R": "UNETLoader" }, "widgets_values": [ "wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors", "default" ] }, { "id": 103, "type": "ModelSamplingSD3", "pos": [ 1312.591435147153, -378.7172569173867 ], "size": [ 568.7371137855882, 67.8920865263135 ], "flags": { "collapsed": false }, "order": 21, "mode": 0, "inputs": [ { "name": "model", "type": "MODEL", "link": 228 } ], "outputs": [ { "name": 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