Upload 2 files

exampleworkflow.json

@@ -1,8 +1,8 @@
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   "revision": 0,
-  "last_node_id": 1931,
-  "last_link_id": 5448,
+  "last_node_id": 1933,
+  "last_link_id": 5452,
   "nodes": [
     {
       "id": 1601,
@@ -69,7 +69,7 @@
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+      "order": 48,
       "mode": 0,
       "inputs": [
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@@ -521,7 +521,7 @@
         78
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       "flags": {},
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+      "order": 49,
       "mode": 4,
       "inputs": [
         {
@@ -1096,13 +1096,13 @@
         106
       ],
       "flags": {},
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+      "order": 47,
       "mode": 0,
       "inputs": [
         {
           "name": "model",
           "type": "MODEL",
-          "link": 5411
+          "link": 5452
         }
       ],
       "outputs": [
@@ -1180,7 +1180,7 @@
         154
       ],
       "flags": {},
-      "order": 35,
+      "order": 34,
       "mode": 4,
       "inputs": [
         {
@@ -1210,115 +1210,6 @@
         true
       ]
     },
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-      "id": 1825,
-      "type": "Note",
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-      "mode": 0,
-      "inputs": [],
-      "outputs": [],
-      "properties": {
-        "widget_ue_connectable": {}
-      },
-      "widgets_values": [
-        "Best use descriptive prompt, but you can even leave it empty in i2v case."
-      ],
-      "color": "#432",
-      "bgcolor": "#653"
-    },
-    {
-      "id": 7,
-      "type": "CLIPTextEncode",
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-      "inputs": [
-        {
-          "name": "clip",
-          "type": "CLIP",
-          "link": 5422
-        }
-      ],
-      "outputs": [
-        {
-          "name": "CONDITIONING",
-          "type": "CONDITIONING",
-          "slot_index": 0,
-          "links": [
-            3365
-          ]
-        }
-      ],
-      "title": "CLIP Text Encode (Negative Prompt)",
-      "properties": {
-        "cnr_id": "comfy-core",
-        "ver": "0.3.28",
-        "Node name for S&R": "CLIPTextEncode",
-        "widget_ue_connectable": {
-          "text": true
-        }
-      },
-      "widgets_values": [
-        "low quality, worst quality, deformed, distorted, disfigured, motion smear, motion artifacts, fused fingers, bad anatomy, weird hand, ugly"
-      ],
-      "color": "#322",
-      "bgcolor": "#533"
-    },
-    {
-      "id": 1909,
-      "type": "ClipLoaderGGUF",
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-      "flags": {},
-      "order": 13,
-      "mode": 0,
-      "inputs": [],
-      "outputs": [
-        {
-          "name": "CLIP",
-          "type": "CLIP",
-          "links": [
-            5426
-          ]
-        }
-      ],
-      "properties": {
-        "cnr_id": "gguf",
-        "ver": "556ffba1a1dff3f5e1d1ad65c3103839883a824c",
-        "Node name for S&R": "ClipLoaderGGUF",
-        "widget_ue_connectable": {}
-      },
-      "widgets_values": [
-        "t5-v1_1-xxl-encoder-Q8_0.gguf",
-        "ltxv",
-        "default"
-      ],
-      "color": "#432",
-      "bgcolor": "#653"
-    },
     {
       "id": 1894,
       "type": "CLIPLoaderGGUFMultiGPU",
@@ -1331,7 +1222,7 @@
         106
       ],
       "flags": {},
-      "order": 14,
+      "order": 12,
       "mode": 4,
       "inputs": [],
       "outputs": [
@@ -1371,7 +1262,7 @@
       "flags": {
         "collapsed": true
       },
-      "order": 34,
+      "order": 35,
       "mode": 0,
       "inputs": [
         {
@@ -1424,68 +1315,6 @@
       },
       "widgets_values": []
     },
-    {
-      "id": 1915,
-      "type": "Power Lora Loader (rgthree)",
-      "pos": [
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-        2296.50390625
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-          "dir": 3,
-          "name": "model",
-          "type": "MODEL",
-          "link": 5425
-        },
-        {
-          "dir": 3,
-          "name": "clip",
-          "type": "CLIP",
-          "link": 5428
-        }
-      ],
-      "outputs": [
-        {
-          "dir": 4,
-          "name": "MODEL",
-          "shape": 3,
-          "type": "MODEL",
-          "links": null
-        },
-        {
-          "dir": 4,
-          "name": "CLIP",
-          "shape": 3,
-          "type": "CLIP",
-          "links": [
-            5422,
-            5423
-          ]
-        }
-      ],
-      "properties": {
-        "cnr_id": "rgthree-comfy",
-        "ver": "aa6c75a30b3ee8f01d7c9f8b0a126cccdc90616a",
-        "Show Strengths": "Single Strength",
-        "widget_ue_connectable": {}
-      },
-      "widgets_values": [
-        {},
-        {
-          "type": "PowerLoraLoaderHeaderWidget"
-        },
-        {},
-        ""
-      ]
-    },
     {
       "id": 1919,
       "type": "Any Switch (rgthree)",
@@ -1579,9 +1408,7 @@
           "name": "MODEL",
           "type": "MODEL",
           "links": [
-            5411,
-            5425,
-            5433
+            5425
           ]
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       ],
@@ -1596,48 +1423,6 @@
         false
       ]
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-      "inputs": [
-        {
-          "name": "MODEL",
-          "type": "MODEL",
-          "link": 5433
-        }
-      ],
-      "outputs": [
-        {
-          "name": "MODEL",
-          "type": "MODEL",
-          "links": [
-            5434,
-            5435
-          ]
-        }
-      ],
-      "title": "Set_Model",
-      "properties": {
-        "previousName": "Model",
-        "widget_ue_connectable": {}
-      },
-      "widgets_values": [
-        "Model"
-      ],
-      "color": "#223",
-      "bgcolor": "#335"
-    },
     {
       "id": 1920,
       "type": "GetNode",
@@ -1650,7 +1435,7 @@
         60
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+      "order": 13,
       "mode": 4,
       "inputs": [],
       "outputs": [
@@ -1685,7 +1470,7 @@
         58
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       "flags": {},
-      "order": 16,
+      "order": 14,
       "mode": 0,
       "inputs": [],
       "outputs": [
@@ -1759,7 +1544,7 @@
         60
       ],
       "flags": {},
-      "order": 17,
+      "order": 15,
       "mode": 4,
       "inputs": [],
       "outputs": [
@@ -1796,7 +1581,7 @@
       "flags": {
         "collapsed": true
       },
-      "order": 18,
+      "order": 16,
       "mode": 4,
       "inputs": [],
       "outputs": [
@@ -1819,70 +1604,34 @@
       "bgcolor": "#533"
     },
     {
-      "id": 1888,
-      "type": "UnetLoaderGGUF",
+      "id": 1889,
+      "type": "UnetLoaderGGUFDisTorchMultiGPU",
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+        52.7533073425293,
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+        267.8580017089844,
+        154
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+      "order": 17,
+      "mode": 4,
       "inputs": [],
       "outputs": [
         {
           "name": "MODEL",
           "type": "MODEL",
           "links": [
-            5430
+            5429
           ]
         }
       ],
+      "title": "UnetLoaderGGUFDisTorch",
       "properties": {
-        "cnr_id": "comfyui-gguf",
-        "ver": "3d673c5c098ecaa6e6027f834659ba8de534ca32",
-        "Node name for S&R": "UnetLoaderGGUF",
-        "widget_ue_connectable": {}
-      },
-      "widgets_values": [
-        "test\\ltxv-13b-0.9.7-dev-Q3_K_S.gguf"
-      ],
-      "color": "#223",
-      "bgcolor": "#335"
-    },
-    {
-      "id": 1889,
-      "type": "UnetLoaderGGUFDisTorchMultiGPU",
-      "pos": [
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-        2621.698486328125
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-      "flags": {},
-      "order": 20,
-      "mode": 4,
-      "inputs": [],
-      "outputs": [
-        {
-          "name": "MODEL",
-          "type": "MODEL",
-          "links": [
-            5429
-          ]
-        }
-      ],
-      "title": "UnetLoaderGGUFDisTorch",
-      "properties": {
-        "cnr_id": "comfyui-multigpu",
-        "ver": "a05823ff0a5296332ae478b18ab93b46cd996a44",
-        "Node name for S&R": "UnetLoaderGGUFDisTorchMultiGPU",
+        "cnr_id": "comfyui-multigpu",
+        "ver": "a05823ff0a5296332ae478b18ab93b46cd996a44",
+        "Node name for S&R": "UnetLoaderGGUFDisTorchMultiGPU",
         "widget_ue_connectable": {}
       },
       "widgets_values": [
@@ -1907,7 +1656,7 @@
         147.867431640625
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       "flags": {},
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       "outputs": [],
@@ -1932,7 +1681,7 @@
         130.03318786621094
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       "flags": {},
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+      "order": 19,
       "mode": 0,
       "inputs": [],
       "outputs": [
@@ -1966,7 +1715,7 @@
         151.24891662597656
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       "flags": {},
-      "order": 23,
+      "order": 20,
       "mode": 0,
       "inputs": [],
       "outputs": [],
@@ -1991,7 +1740,7 @@
         88
       ],
       "flags": {},
-      "order": 24,
+      "order": 21,
       "mode": 0,
       "inputs": [],
       "outputs": [],
@@ -2058,7 +1807,7 @@
         230.23074340820312
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       "flags": {},
-      "order": 25,
+      "order": 22,
       "mode": 0,
       "inputs": [],
       "outputs": [],
@@ -2071,120 +1820,6 @@
       "color": "#432",
       "bgcolor": "#653"
     },
-    {
-      "id": 1903,
-      "type": "Note",
-      "pos": [
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-        2112.3837890625
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-      "size": [
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-      "flags": {},
-      "order": 26,
-      "mode": 0,
-      "inputs": [],
-      "outputs": [],
-      "properties": {
-        "widget_ue_connectable": {}
-      },
-      "widgets_values": [
-        "You can select any t5 encoder, but t5 v1.1 seems to be the best, but feel free to test other options. You can select .saftensors and .ggufs here.\n\n!!! Only enable one Clip !!!\n\nAdd loras below"
-      ],
-      "color": "#432",
-      "bgcolor": "#653"
-    },
-    {
-      "id": 1338,
-      "type": "LTXVBaseSampler",
-      "pos": [
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-        3039.220703125
-      ],
-      "size": [
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-        683.87548828125
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-      "mode": 0,
-      "inputs": [
-        {
-          "name": "model",
-          "type": "MODEL",
-          "link": 5435
-        },
-        {
-          "name": "vae",
-          "type": "VAE",
-          "link": 5439
-        },
-        {
-          "name": "guider",
-          "type": "GUIDER",
-          "link": 5167
-        },
-        {
-          "name": "sampler",
-          "type": "SAMPLER",
-          "link": 5224
-        },
-        {
-          "name": "sigmas",
-          "type": "SIGMAS",
-          "link": 5225
-        },
-        {
-          "name": "noise",
-          "type": "NOISE",
-          "link": 4053
-        },
-        {
-          "name": "optional_cond_images",
-          "shape": 7,
-          "type": "IMAGE",
-          "link": 5407
-        }
-      ],
-      "outputs": [
-        {
-          "name": "denoised_output",
-          "type": "LATENT",
-          "links": [
-            3576,
-            5295,
-            5302
-          ]
-        }
-      ],
-      "properties": {
-        "cnr_id": "ltxv",
-        "ver": "5f6848be705eee38b534cdabf10cb8dc8448e548",
-        "Node name for S&R": "LTXVBaseSampler",
-        "widget_ue_connectable": {
-          "width": true,
-          "height": true,
-          "num_frames": true,
-          "optional_cond_indices": true,
-          "strength": true,
-          "crop": true,
-          "crf": true,
-          "blur": true
-        }
-      },
-      "widgets_values": [
-        768,
-        512,
-        97,
-        "0",
-        0.8,
-        "center",
-        20,
-        0
-      ]
-    },
     {
       "id": 1336,
       "type": "VHS_VideoCombine",
@@ -2194,7 +1829,7 @@
       ],
       "size": [
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-        662.0885620117188
+        819.1328125
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       "flags": {},
       "order": 55,
@@ -2259,13 +1894,13 @@
           "hidden": false,
           "paused": false,
           "params": {
-            "filename": "ltxv-base_00186.mp4",
+            "filename": "ltxv-base_00278.mp4",
             "subfolder": "",
             "type": "output",
             "format": "video/nvenc_h264-mp4",
             "frame_rate": 24,
-            "workflow": "ltxv-base_00186.png",
-            "fullpath": "G:\\ComfyUI\\new\\ComfyUI_windows_portable\\ComfyUI\\output\\ltxv-base_00186.mp4"
+            "workflow": "ltxv-base_00278.png",
+            "fullpath": "G:\\ComfyUI\\new\\ComfyUI_windows_portable\\ComfyUI\\output\\ltxv-base_00278.mp4"
           }
         }
       }
@@ -2314,118 +1949,656 @@
       "widgets_values": []
     },
     {
-      "id": 6,
-      "type": "CLIPTextEncode",
+      "id": 1882,
+      "type": "PathchSageAttentionKJ",
       "pos": [
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-        2194.231689453125
+        719.4180908203125,
+        2766.962158203125
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       "size": [
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-        204.2556610107422
+        307.443359375,
+        82
       ],
       "flags": {},
-      "order": 48,
-      "mode": 0,
+      "order": 38,
+      "mode": 4,
       "inputs": [
         {
-          "name": "clip",
-          "type": "CLIP",
-          "link": 5423
+          "name": "model",
+          "type": "MODEL",
+          "link": 5431
         }
       ],
       "outputs": [
         {
-          "name": "CONDITIONING",
-          "type": "CONDITIONING",
-          "slot_index": 0,
+          "name": "MODEL",
+          "type": "MODEL",
           "links": [
-            3364
+            5446
           ]
         }
       ],
-      "title": "CLIP Text Encode (Positive Prompt)",
       "properties": {
-        "cnr_id": "comfy-core",
-        "ver": "0.3.28",
-        "Node name for S&R": "CLIPTextEncode",
-        "widget_ue_connectable": {
-          "text": true
-        }
+        "Node name for S&R": "PathchSageAttentionKJ",
+        "widget_ue_connectable": {}
       },
       "widgets_values": [
-        "A beautiful place in nature"
-      ],
-      "color": "#232",
-      "bgcolor": "#353"
+        "sageattn_qk_int8_pv_fp8_cuda",
+        true
+      ]
     },
     {
-      "id": 1918,
-      "type": "Fast Groups Bypasser (rgthree)",
+      "id": 1930,
+      "type": "TeaCache",
       "pos": [
-        49.47959899902344,
-        2466.747802734375
+        1083.8990478515625,
+        2446.31787109375
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       "size": [
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-        87.18213653564453
+        270,
+        106
       ],
       "flags": {},
-      "order": 27,
-      "mode": 0,
-      "inputs": [],
+      "order": 40,
+      "mode": 4,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 5446
+        }
+      ],
       "outputs": [
         {
-          "name": "OPT_CONNECTION",
-          "type": "*",
-          "links": null
+          "name": "model",
+          "type": "MODEL",
+          "links": [
+            5445
+          ]
         }
       ],
       "properties": {
-        "matchColors": "yellow",
-        "matchTitle": "",
-        "showNav": true,
-        "sort": "position",
-        "customSortAlphabet": "",
-        "toggleRestriction": "default",
+        "cnr_id": "teacache",
+        "ver": "546145dca569f5582c1811ceeda6777f2719668b",
+        "Node name for S&R": "TeaCache",
         "widget_ue_connectable": {}
       },
-      "color": "#432",
-      "bgcolor": "#653"
+      "widgets_values": [
+        "ltxv",
+        0.01,
+        3
+      ]
     },
     {
-      "id": 1925,
-      "type": "Fast Groups Bypasser (rgthree)",
+      "id": 1909,
+      "type": "ClipLoaderGGUF",
+      "pos": [
+        47.049110412597656,
+        2109.656982421875
+      ],
+      "size": [
+        270,
+        106
+      ],
+      "flags": {},
+      "order": 23,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [
+            5426
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "gguf",
+        "ver": "556ffba1a1dff3f5e1d1ad65c3103839883a824c",
+        "Node name for S&R": "ClipLoaderGGUF",
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "t5-v1_1-xxl-encoder-Q8_0.gguf",
+        "ltxv",
+        "default"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 1888,
+      "type": "UnetLoaderGGUF",
+      "pos": [
+        55.3631706237793,
+        2849.8203125
+      ],
+      "size": [
+        264.91143798828125,
+        68.0652084350586
+      ],
+      "flags": {},
+      "order": 24,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            5430
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfyui-gguf",
+        "ver": "3d673c5c098ecaa6e6027f834659ba8de534ca32",
+        "Node name for S&R": "UnetLoaderGGUF",
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "test\\ltxv-13b-0.9.7-dev-Q3_K_S.gguf"
+      ],
+      "color": "#223",
+      "bgcolor": "#335"
+    },
+    {
+      "id": 1903,
+      "type": "Note",
+      "pos": [
+        358.86895751953125,
+        2112.3837890625
+      ],
+      "size": [
+        336.7802429199219,
+        147.867431640625
+      ],
+      "flags": {},
+      "order": 25,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "You can select any t5 encoder, but t5 v1.1 seems to be the best, but feel free to test other options. You can select .saftensors and .ggufs here.\n\n!!! Only enable one Clip !!!\n\nAdd loras below"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 7,
+      "type": "CLIPTextEncode",
+      "pos": [
+        733.7725219726562,
+        2452.775146484375
+      ],
+      "size": [
+        317.832275390625,
+        213.2843780517578
+      ],
+      "flags": {},
+      "order": 45,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 5422
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
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         "widget_ue_connectable": {}
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     },
     {
       "id": 1206,
@@ -2439,7 +2612,7 @@
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       "mode": 4,
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       "outputs": [
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-          "type": "MODEL",
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-      "properties": {
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exampleworkflow_I2V.json

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   "revision": 0,
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-        "widget_ue_connectable": {}
-      },
-      "widgets_values": [
-        "t5-v1_1-xxl-encoder-Q8_0.gguf",
-        "ltxv",
-        "default"
-      ],
-      "color": "#432",
-      "bgcolor": "#653"
-    },
     {
       "id": 1894,
       "type": "CLIPLoaderGGUFMultiGPU",
@@ -1331,7 +1222,7 @@
         106
       ],
       "flags": {},
-      "order": 14,
+      "order": 12,
       "mode": 4,
       "inputs": [],
       "outputs": [
@@ -1371,7 +1262,7 @@
       "flags": {
         "collapsed": true
       },
-      "order": 34,
+      "order": 35,
       "mode": 0,
       "inputs": [
         {
@@ -1424,68 +1315,6 @@
       },
       "widgets_values": []
     },
-    {
-      "id": 1915,
-      "type": "Power Lora Loader (rgthree)",
-      "pos": [
-        359.5416564941406,
-        2296.50390625
-      ],
-      "size": [
-        324.8211669921875,
-        118
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-      "flags": {},
-      "order": 44,
-      "mode": 0,
-      "inputs": [
-        {
-          "dir": 3,
-          "name": "model",
-          "type": "MODEL",
-          "link": 5425
-        },
-        {
-          "dir": 3,
-          "name": "clip",
-          "type": "CLIP",
-          "link": 5428
-        }
-      ],
-      "outputs": [
-        {
-          "dir": 4,
-          "name": "MODEL",
-          "shape": 3,
-          "type": "MODEL",
-          "links": null
-        },
-        {
-          "dir": 4,
-          "name": "CLIP",
-          "shape": 3,
-          "type": "CLIP",
-          "links": [
-            5422,
-            5423
-          ]
-        }
-      ],
-      "properties": {
-        "cnr_id": "rgthree-comfy",
-        "ver": "aa6c75a30b3ee8f01d7c9f8b0a126cccdc90616a",
-        "Show Strengths": "Single Strength",
-        "widget_ue_connectable": {}
-      },
-      "widgets_values": [
-        {},
-        {
-          "type": "PowerLoraLoaderHeaderWidget"
-        },
-        {},
-        ""
-      ]
-    },
     {
       "id": 1919,
       "type": "Any Switch (rgthree)",
@@ -1579,9 +1408,7 @@
           "name": "MODEL",
           "type": "MODEL",
           "links": [
-            5411,
-            5425,
-            5433
+            5425
           ]
         }
       ],
@@ -1596,48 +1423,6 @@
         false
       ]
     },
-    {
-      "id": 1921,
-      "type": "SetNode",
-      "pos": [
-        1511.2139892578125,
-        2499.07275390625
-      ],
-      "size": [
-        210,
-        60
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-      "flags": {},
-      "order": 45,
-      "mode": 0,
-      "inputs": [
-        {
-          "name": "MODEL",
-          "type": "MODEL",
-          "link": 5433
-        }
-      ],
-      "outputs": [
-        {
-          "name": "MODEL",
-          "type": "MODEL",
-          "links": [
-            5434,
-            5435
-          ]
-        }
-      ],
-      "title": "Set_Model",
-      "properties": {
-        "previousName": "Model",
-        "widget_ue_connectable": {}
-      },
-      "widgets_values": [
-        "Model"
-      ],
-      "color": "#223",
-      "bgcolor": "#335"
-    },
     {
       "id": 1920,
       "type": "GetNode",
@@ -1650,7 +1435,7 @@
         60
       ],
       "flags": {},
-      "order": 15,
+      "order": 13,
       "mode": 4,
       "inputs": [],
       "outputs": [
@@ -1685,7 +1470,7 @@
         58
       ],
       "flags": {},
-      "order": 16,
+      "order": 14,
       "mode": 0,
       "inputs": [],
       "outputs": [
@@ -1759,7 +1544,7 @@
         60
       ],
       "flags": {},
-      "order": 17,
+      "order": 15,
       "mode": 4,
       "inputs": [],
       "outputs": [
@@ -1796,7 +1581,7 @@
       "flags": {
         "collapsed": true
       },
-      "order": 18,
+      "order": 16,
       "mode": 4,
       "inputs": [],
       "outputs": [
@@ -1819,70 +1604,34 @@
       "bgcolor": "#533"
     },
     {
-      "id": 1888,
-      "type": "UnetLoaderGGUF",
+      "id": 1889,
+      "type": "UnetLoaderGGUFDisTorchMultiGPU",
       "pos": [
-        55.3631706237793,
-        2849.8203125
+        52.7533073425293,
+        2621.698486328125
       ],
       "size": [
-        264.91143798828125,
-        68.0652084350586
+        267.8580017089844,
+        154
       ],
       "flags": {},
-      "order": 19,
-      "mode": 0,
+      "order": 17,
+      "mode": 4,
       "inputs": [],
       "outputs": [
         {
           "name": "MODEL",
           "type": "MODEL",
           "links": [
-            5430
+            5429
           ]
         }
       ],
+      "title": "UnetLoaderGGUFDisTorch",
       "properties": {
-        "cnr_id": "comfyui-gguf",
-        "ver": "3d673c5c098ecaa6e6027f834659ba8de534ca32",
-        "Node name for S&R": "UnetLoaderGGUF",
-        "widget_ue_connectable": {}
-      },
-      "widgets_values": [
-        "test\\ltxv-13b-0.9.7-dev-Q3_K_S.gguf"
-      ],
-      "color": "#223",
-      "bgcolor": "#335"
-    },
-    {
-      "id": 1889,
-      "type": "UnetLoaderGGUFDisTorchMultiGPU",
-      "pos": [
-        52.7533073425293,
-        2621.698486328125
-      ],
-      "size": [
-        267.8580017089844,
-        154
-      ],
-      "flags": {},
-      "order": 20,
-      "mode": 4,
-      "inputs": [],
-      "outputs": [
-        {
-          "name": "MODEL",
-          "type": "MODEL",
-          "links": [
-            5429
-          ]
-        }
-      ],
-      "title": "UnetLoaderGGUFDisTorch",
-      "properties": {
-        "cnr_id": "comfyui-multigpu",
-        "ver": "a05823ff0a5296332ae478b18ab93b46cd996a44",
-        "Node name for S&R": "UnetLoaderGGUFDisTorchMultiGPU",
+        "cnr_id": "comfyui-multigpu",
+        "ver": "a05823ff0a5296332ae478b18ab93b46cd996a44",
+        "Node name for S&R": "UnetLoaderGGUFDisTorchMultiGPU",
         "widget_ue_connectable": {}
       },
       "widgets_values": [
@@ -1907,7 +1656,7 @@
         147.867431640625
       ],
       "flags": {},
-      "order": 21,
+      "order": 18,
       "mode": 0,
       "inputs": [],
       "outputs": [],
@@ -1932,7 +1681,7 @@
         130.03318786621094
       ],
       "flags": {},
-      "order": 22,
+      "order": 19,
       "mode": 0,
       "inputs": [],
       "outputs": [
@@ -1966,7 +1715,7 @@
         151.24891662597656
       ],
       "flags": {},
-      "order": 23,
+      "order": 20,
       "mode": 0,
       "inputs": [],
       "outputs": [],
@@ -1991,7 +1740,7 @@
         88
       ],
       "flags": {},
-      "order": 24,
+      "order": 21,
       "mode": 0,
       "inputs": [],
       "outputs": [],
@@ -2058,7 +1807,7 @@
         230.23074340820312
       ],
       "flags": {},
-      "order": 25,
+      "order": 22,
       "mode": 0,
       "inputs": [],
       "outputs": [],
@@ -2071,120 +1820,6 @@
       "color": "#432",
       "bgcolor": "#653"
     },
-    {
-      "id": 1903,
-      "type": "Note",
-      "pos": [
-        358.86895751953125,
-        2112.3837890625
-      ],
-      "size": [
-        336.7802429199219,
-        147.867431640625
-      ],
-      "flags": {},
-      "order": 26,
-      "mode": 0,
-      "inputs": [],
-      "outputs": [],
-      "properties": {
-        "widget_ue_connectable": {}
-      },
-      "widgets_values": [
-        "You can select any t5 encoder, but t5 v1.1 seems to be the best, but feel free to test other options. You can select .saftensors and .ggufs here.\n\n!!! Only enable one Clip !!!\n\nAdd loras below"
-      ],
-      "color": "#432",
-      "bgcolor": "#653"
-    },
-    {
-      "id": 1338,
-      "type": "LTXVBaseSampler",
-      "pos": [
-        2153.628173828125,
-        3039.220703125
-      ],
-      "size": [
-        505.8132019042969,
-        683.87548828125
-      ],
-      "flags": {},
-      "order": 52,
-      "mode": 0,
-      "inputs": [
-        {
-          "name": "model",
-          "type": "MODEL",
-          "link": 5435
-        },
-        {
-          "name": "vae",
-          "type": "VAE",
-          "link": 5439
-        },
-        {
-          "name": "guider",
-          "type": "GUIDER",
-          "link": 5167
-        },
-        {
-          "name": "sampler",
-          "type": "SAMPLER",
-          "link": 5224
-        },
-        {
-          "name": "sigmas",
-          "type": "SIGMAS",
-          "link": 5225
-        },
-        {
-          "name": "noise",
-          "type": "NOISE",
-          "link": 4053
-        },
-        {
-          "name": "optional_cond_images",
-          "shape": 7,
-          "type": "IMAGE",
-          "link": 5407
-        }
-      ],
-      "outputs": [
-        {
-          "name": "denoised_output",
-          "type": "LATENT",
-          "links": [
-            3576,
-            5295,
-            5302
-          ]
-        }
-      ],
-      "properties": {
-        "cnr_id": "ltxv",
-        "ver": "5f6848be705eee38b534cdabf10cb8dc8448e548",
-        "Node name for S&R": "LTXVBaseSampler",
-        "widget_ue_connectable": {
-          "width": true,
-          "height": true,
-          "num_frames": true,
-          "optional_cond_indices": true,
-          "strength": true,
-          "crop": true,
-          "crf": true,
-          "blur": true
-        }
-      },
-      "widgets_values": [
-        768,
-        512,
-        97,
-        "0",
-        0.8,
-        "center",
-        20,
-        0
-      ]
-    },
     {
       "id": 1336,
       "type": "VHS_VideoCombine",
@@ -2194,7 +1829,7 @@
       ],
       "size": [
         491.1328125,
-        662.0885620117188
+        819.1328125
       ],
       "flags": {},
       "order": 55,
@@ -2259,13 +1894,13 @@
           "hidden": false,
           "paused": false,
           "params": {
-            "filename": "ltxv-base_00186.mp4",
+            "filename": "ltxv-base_00278.mp4",
             "subfolder": "",
             "type": "output",
             "format": "video/nvenc_h264-mp4",
             "frame_rate": 24,
-            "workflow": "ltxv-base_00186.png",
-            "fullpath": "G:\\ComfyUI\\new\\ComfyUI_windows_portable\\ComfyUI\\output\\ltxv-base_00186.mp4"
+            "workflow": "ltxv-base_00278.png",
+            "fullpath": "G:\\ComfyUI\\new\\ComfyUI_windows_portable\\ComfyUI\\output\\ltxv-base_00278.mp4"
           }
         }
       }
@@ -2314,98 +1949,442 @@
       "widgets_values": []
     },
     {
-      "id": 6,
-      "type": "CLIPTextEncode",
+      "id": 1882,
+      "type": "PathchSageAttentionKJ",
       "pos": [
-        740.9400024414062,
-        2194.231689453125
+        719.4180908203125,
+        2766.962158203125
       ],
       "size": [
-        307.2346496582031,
-        204.2556610107422
+        307.443359375,
+        82
       ],
       "flags": {},
-      "order": 48,
-      "mode": 0,
+      "order": 38,
+      "mode": 4,
       "inputs": [
         {
-          "name": "clip",
-          "type": "CLIP",
-          "link": 5423
+          "name": "model",
+          "type": "MODEL",
+          "link": 5431
         }
       ],
       "outputs": [
         {
-          "name": "CONDITIONING",
-          "type": "CONDITIONING",
-          "slot_index": 0,
+          "name": "MODEL",
+          "type": "MODEL",
           "links": [
-            3364
+            5446
           ]
         }
       ],
-      "title": "CLIP Text Encode (Positive Prompt)",
       "properties": {
-        "cnr_id": "comfy-core",
-        "ver": "0.3.28",
-        "Node name for S&R": "CLIPTextEncode",
-        "widget_ue_connectable": {
-          "text": true
-        }
+        "Node name for S&R": "PathchSageAttentionKJ",
+        "widget_ue_connectable": {}
       },
       "widgets_values": [
-        "A beautiful place in nature"
-      ],
-      "color": "#232",
-      "bgcolor": "#353"
+        "sageattn_qk_int8_pv_fp8_cuda",
+        true
+      ]
     },
     {
-      "id": 1918,
-      "type": "Fast Groups Bypasser (rgthree)",
+      "id": 1930,
+      "type": "TeaCache",
       "pos": [
-        49.47959899902344,
-        2466.747802734375
+        1083.8990478515625,
+        2446.31787109375
       ],
       "size": [
-        274.873779296875,
-        87.18213653564453
+        270,
+        106
       ],
       "flags": {},
-      "order": 27,
-      "mode": 0,
-      "inputs": [],
+      "order": 40,
+      "mode": 4,
+      "inputs": [
+        {
+          "name": "model",
+          "type": "MODEL",
+          "link": 5446
+        }
+      ],
       "outputs": [
         {
-          "name": "OPT_CONNECTION",
-          "type": "*",
-          "links": null
+          "name": "model",
+          "type": "MODEL",
+          "links": [
+            5445
+          ]
         }
       ],
       "properties": {
-        "matchColors": "yellow",
-        "matchTitle": "",
-        "showNav": true,
-        "sort": "position",
-        "customSortAlphabet": "",
-        "toggleRestriction": "default",
+        "cnr_id": "teacache",
+        "ver": "546145dca569f5582c1811ceeda6777f2719668b",
+        "Node name for S&R": "TeaCache",
         "widget_ue_connectable": {}
       },
-      "color": "#432",
-      "bgcolor": "#653"
+      "widgets_values": [
+        "ltxv",
+        0.01,
+        3
+      ]
     },
     {
-      "id": 1925,
-      "type": "Fast Groups Bypasser (rgthree)",
+      "id": 1909,
+      "type": "ClipLoaderGGUF",
       "pos": [
-        49.50224304199219,
-        2958.356201171875
+        47.049110412597656,
+        2109.656982421875
       ],
       "size": [
-        270.2398986816406,
-        82.47969818115234
+        270,
+        106
       ],
       "flags": {},
-      "order": 28,
+      "order": 23,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "CLIP",
+          "type": "CLIP",
+          "links": [
+            5426
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "gguf",
+        "ver": "556ffba1a1dff3f5e1d1ad65c3103839883a824c",
+        "Node name for S&R": "ClipLoaderGGUF",
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "t5-v1_1-xxl-encoder-Q8_0.gguf",
+        "ltxv",
+        "default"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 1888,
+      "type": "UnetLoaderGGUF",
+      "pos": [
+        55.3631706237793,
+        2849.8203125
+      ],
+      "size": [
+        264.91143798828125,
+        68.0652084350586
+      ],
+      "flags": {},
+      "order": 24,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            5430
+          ]
+        }
+      ],
+      "properties": {
+        "cnr_id": "comfyui-gguf",
+        "ver": "3d673c5c098ecaa6e6027f834659ba8de534ca32",
+        "Node name for S&R": "UnetLoaderGGUF",
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "test\\ltxv-13b-0.9.7-dev-Q3_K_S.gguf"
+      ],
+      "color": "#223",
+      "bgcolor": "#335"
+    },
+    {
+      "id": 1903,
+      "type": "Note",
+      "pos": [
+        358.86895751953125,
+        2112.3837890625
+      ],
+      "size": [
+        336.7802429199219,
+        147.867431640625
+      ],
+      "flags": {},
+      "order": 25,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "You can select any t5 encoder, but t5 v1.1 seems to be the best, but feel free to test other options. You can select .saftensors and .ggufs here.\n\n!!! Only enable one Clip !!!\n\nAdd loras below"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 7,
+      "type": "CLIPTextEncode",
+      "pos": [
+        733.7725219726562,
+        2452.775146484375
+      ],
+      "size": [
+        317.832275390625,
+        213.2843780517578
+      ],
+      "flags": {},
+      "order": 45,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "clip",
+          "type": "CLIP",
+          "link": 5422
+        }
+      ],
+      "outputs": [
+        {
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
+            3365
+          ]
+        }
+      ],
+      "title": "CLIP Text Encode (Negative Prompt)",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.28",
+        "Node name for S&R": "CLIPTextEncode",
+        "widget_ue_connectable": {
+          "text": true
+        }
+      },
+      "widgets_values": [
+        "low quality, worst quality, deformed, distorted, disfigured, motion smear, motion artifacts, fused fingers, bad anatomy, weird hand, ugly"
+      ],
+      "color": "#322",
+      "bgcolor": "#533"
+    },
+    {
+      "id": 1825,
+      "type": "Note",
+      "pos": [
+        743.6270751953125,
+        2093.33056640625
+      ],
+      "size": [
+        300.90081787109375,
+        88
+      ],
+      "flags": {},
+      "order": 26,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "Best use descriptive prompt, but you can even leave it empty in i2v case."
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 1860,
+      "type": "Note",
+      "pos": [
+        2142.177734375,
+        2657.093017578125
+      ],
+      "size": [
+        306.3017883300781,
+        177.2637481689453
+      ],
+      "flags": {},
+      "order": 27,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "crop decides if the conditioning image(s) is center-cropped or resized by stretching \n\ncrf and blur are preprocessing parameters for conditioning image(s) to make them look more like video frames, which helps with the dynamicity of the generated video\n\nChange the fps and duration of the video in here ->"
+      ],
+      "color": "#432",
+      "bgcolor": "#653"
+    },
+    {
+      "id": 1921,
+      "type": "SetNode",
+      "pos": [
+        1511.2139892578125,
+        2499.07275390625
+      ],
+      "size": [
+        210,
+        60
+      ],
+      "flags": {},
+      "order": 44,
+      "mode": 0,
+      "inputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "link": 5451
+        }
+      ],
+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            5434,
+            5435,
+            5452
+          ]
+        }
+      ],
+      "title": "Set_Model",
+      "properties": {
+        "previousName": "Model",
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
+        "Model"
+      ],
+      "color": "#223",
+      "bgcolor": "#335"
+    },
+    {
+      "id": 1926,
+      "type": "Note",
+      "pos": [
+        1164.7078857421875,
+        3234.896484375
+      ],
+      "size": [
+        314.45654296875,
+        290.1982421875
+      ],
+      "flags": {},
+      "order": 28,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "properties": {
+        "widget_ue_connectable": {}
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-      ],
-      "color": "#432",
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