Upload 2 files

exampleworkflow.json

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+          "type": "FLOAT",
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           "shape": 7,
           "type": "IMAGE",
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+        {
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+          "type": "INT",
+          "widget": {
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-      "type": "Fast Groups Bypasser (rgthree)",
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+      "type": "CLIPTextEncode",
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-          "name": "OPT_CONNECTION",
-          "type": "*",
-          "links": null
+          "name": "CONDITIONING",
+          "type": "CONDITIONING",
+          "slot_index": 0,
+          "links": [
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-      "title": "Enable Optimizations",
+      "title": "CLIP Text Encode (Positive Prompt)",
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-        "matchColors": "cyan",
-        "matchTitle": "",
-        "showNav": true,
-        "sort": "position",
-        "customSortAlphabet": "",
-        "toggleRestriction": "default",
-        "widget_ue_connectable": {}
+        "cnr_id": "comfy-core",
+        "ver": "0.3.28",
+        "Node name for S&R": "CLIPTextEncode",
+        "widget_ue_connectable": {
+          "text": true
+        }
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-      "color": "#233",
-      "bgcolor": "#355"
+      "widgets_values": [
+        "A beautiful place in nature"
+      ],
+      "color": "#232",
+      "bgcolor": "#353"
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-      "title": "Enable I2V",
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-      "type": "Note",
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+          "type": "*",
+          "links": null
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+        "showNav": true,
+        "sort": "position",
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+        "toggleRestriction": "default",
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+      "color": "#223",
+      "bgcolor": "#335"
+    },
+    {
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+      "type": "LoadImage",
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+      "mode": 4,
+      "inputs": [],
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+          "type": "IMAGE",
+          "links": [
+            5285,
+            5407
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+        {
+          "name": "MASK",
+          "type": "MASK",
+          "links": null
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+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.3.30",
+        "Node name for S&R": "LoadImage",
+        "widget_ue_connectable": {
+          "image": true,
+          "upload": true
+        }
+      },
+      "widgets_values": [
+        "example.png",
+        "image"
+      ]
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     {
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-      "type": "CLIPTextEncode",
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+      "type": "TeaCache",
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-          "type": "CLIP",
-          "link": 5423
+          "name": "model",
+          "type": "MODEL",
+          "link": 5446
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-          "name": "CONDITIONING",
-          "type": "CONDITIONING",
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+          "type": "MODEL",
           "links": [
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-        "ver": "0.3.28",
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-        "widget_ue_connectable": {
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+        "ltxv",
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+        3
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+      "type": "PathchSageAttentionKJ",
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+      "inputs": [
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+      "outputs": [
+        {
+          "name": "MODEL",
+          "type": "MODEL",
+          "links": [
+            5446
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+      "properties": {
+        "Node name for S&R": "PathchSageAttentionKJ",
+        "widget_ue_connectable": {}
+      },
+      "widgets_values": [
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           "links": null
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+      "title": "Enable Optimizations",
       "properties": {
-        "matchColors": "yellow",
+        "matchColors": "cyan",
         "matchTitle": "",
         "showNav": true,
         "sort": "position",
@@ -2594,19 +2600,44 @@
         "toggleRestriction": "default",
         "widget_ue_connectable": {}
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+      "color": "#233",
+      "bgcolor": "#355"
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+      "type": "Note",
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+      "widgets_values": [
+        "Enable I2V Mode to use Image to video and load an image here ->\n\nEnable these Optimizations to get a good speedup, if you encounter any issues disable them, \nfor the Sage Attention on you need to install Sage attn. For Windows Portable users put this batch file:\n \nhttps://drive.google.com/file/d/1FBYF9_ShdD8H8CRlXKDQ29rnzjuT4MYo/view?usp=sharing\n\nin the ComfyUI_windows_portable root folder where \nrun_nvidia_gpu.bat is. Then run it and it should install it for you.\n\n\nThe Teacache might be broken. And you might need to change the mode in the sage attention node if you have an rtx30 or lower."
+      ],
       "color": "#432",
       "bgcolor": "#653"
     },
     {
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       "order": 32,
@@ -2619,8 +2650,9 @@
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+      "title": "Enable I2V",
       "properties": {
-        "matchColors": "blue",
+        "matchColors": "brown",
         "matchTitle": "",
         "showNav": true,
         "sort": "position",
@@ -2628,51 +2660,74 @@
         "toggleRestriction": "default",
         "widget_ue_connectable": {}
       },
-      "color": "#223",
-      "bgcolor": "#335"
+      "color": "#332922",
+      "bgcolor": "#593930"
     },
     {
-      "id": 1206,
-      "type": "LoadImage",
+      "id": 1860,
+      "type": "Note",
       "pos": [
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-        3086.35107421875
+        2148.111083984375,
+        2819.271240234375
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+        306.3017883300781,
+        177.2637481689453
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       "order": 33,
-      "mode": 4,
+      "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": 1931,
+      "type": "FrameCalculator",
+      "pos": [
+        2465.190673828125,
+        2872.723388671875
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+      "size": [
+        270,
+        102
+      ],
+      "flags": {},
+      "order": 34,
+      "mode": 0,
       "inputs": [],
       "outputs": [
         {
-          "name": "IMAGE",
-          "type": "IMAGE",
+          "name": "frame_rate",
+          "type": "FLOAT",
           "links": [
-            5285,
-            5407
+            5448
           ]
         },
         {
-          "name": "MASK",
-          "type": "MASK",
-          "links": null
+          "name": "num_frames",
+          "type": "INT",
+          "links": [
+            5447
+          ]
         }
       ],
       "properties": {
-        "cnr_id": "comfy-core",
-        "ver": "0.3.30",
-        "Node name for S&R": "LoadImage",
-        "widget_ue_connectable": {
-          "image": true,
-          "upload": true
-        }
+        "cnr_id": "ComfyUI-NeuralMedia",
+        "ver": "18c90fbb2d2e7c2ed8c9358a5e077034f09dce2a",
+        "widget_ue_connectable": {},
+        "Node name for S&R": "FrameCalculator"
       },
       "widgets_values": [
-        "example.png",
-        "image"
+        24,
+        4
       ]
     }
   ],
@@ -2933,22 +2988,6 @@
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       "MODEL"
     ],
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-      1882,
-      0,
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-      "MODEL"
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     [
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       1910,
@@ -3124,6 +3163,38 @@
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       2,
       "VAE"
+    ],
+    [
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+      1930,
+      0,
+      1900,
+      0,
+      "MODEL"
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+      1930,
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+      1,
+      1338,
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+      1241,
+      2,
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     ]
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   "groups": [
@@ -3289,8 +3360,8 @@
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       "scale": 0.6741546927603917,
       "offset": [
-        -173.66159057165729,
-        -2503.1793272546943
+        -522.7408819002562,
+        -2595.0193834100214
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     "frontendVersion": "1.18.9",

exampleworkflow_I2V.json

@@ -1,8 +1,8 @@
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   "revision": 0,
-  "last_node_id": 1927,
-  "last_link_id": 5443,
+  "last_node_id": 1931,
+  "last_link_id": 5448,
   "nodes": [
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@@ -16,7 +16,7 @@
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       ],
       "flags": {},
-      "order": 58,
+      "order": 59,
       "mode": 4,
       "inputs": [
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@@ -69,7 +69,7 @@
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       ],
       "flags": {},
-      "order": 49,
+      "order": 50,
       "mode": 0,
       "inputs": [
         {
@@ -81,6 +81,14 @@
           "name": "negative",
           "type": "CONDITIONING",
           "link": 3365
+        },
+        {
+          "name": "frame_rate",
+          "type": "FLOAT",
+          "widget": {
+            "name": "frame_rate"
+          },
+          "link": 5448
         }
       ],
       "outputs": [
@@ -167,7 +175,7 @@
         238
       ],
       "flags": {},
-      "order": 59,
+      "order": 60,
       "mode": 4,
       "inputs": [
         {
@@ -245,7 +253,7 @@
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       ],
       "flags": {},
-      "order": 60,
+      "order": 61,
       "mode": 4,
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@@ -364,7 +372,7 @@
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       ],
       "flags": {},
-      "order": 54,
+      "order": 55,
       "mode": 4,
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@@ -412,7 +420,7 @@
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       ],
       "flags": {},
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+      "order": 57,
       "mode": 4,
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         {
@@ -521,7 +529,7 @@
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       ],
       "flags": {},
-      "order": 46,
+      "order": 47,
       "mode": 4,
       "inputs": [
         {
@@ -568,7 +576,7 @@
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       ],
       "flags": {},
-      "order": 61,
+      "order": 62,
       "mode": 4,
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         {
@@ -654,7 +662,7 @@
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       ],
       "flags": {},
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+      "order": 52,
       "mode": 4,
       "inputs": [
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@@ -785,7 +793,7 @@
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       ],
       "flags": {},
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       "mode": 4,
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@@ -954,7 +962,7 @@
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       ],
       "flags": {},
-      "order": 41,
+      "order": 42,
       "mode": 0,
       "inputs": [
         {
@@ -1001,7 +1009,7 @@
         262
       ],
       "flags": {},
-      "order": 50,
+      "order": 51,
       "mode": 0,
       "inputs": [
         {
@@ -1096,7 +1104,7 @@
         106
       ],
       "flags": {},
-      "order": 43,
+      "order": 44,
       "mode": 0,
       "inputs": [
         {
@@ -1180,7 +1188,7 @@
         154
       ],
       "flags": {},
-      "order": 35,
+      "order": 36,
       "mode": 4,
       "inputs": [
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@@ -1247,7 +1255,7 @@
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       ],
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+      "order": 48,
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@@ -1281,114 +1289,6 @@
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-      "outputs": [],
-      "properties": {
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-      ],
-      "color": "#432",
-      "bgcolor": "#653"
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-      "id": 1882,
-      "type": "PathchSageAttentionKJ",
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-          "name": "MODEL",
-          "type": "MODEL",
-          "links": [
-            5416
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-      "properties": {
-        "Node name for S&R": "PathchSageAttentionKJ",
-        "widget_ue_connectable": {}
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-      "widgets_values": [
-        "sageattn_qk_int8_pv_fp8_cuda",
-        true
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-    {
-      "id": 1897,
-      "type": "TeaCacheForVidGen",
-      "pos": [
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-          "type": "MODEL",
-          "links": [
-            5417
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-      "properties": {
-        "Node name for S&R": "TeaCacheForVidGen",
-        "widget_ue_connectable": {}
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-      "widgets_values": [
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-      "color": "#233",
-      "bgcolor": "#355"
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     {
       "id": 1909,
       "type": "ClipLoaderGGUF",
@@ -1401,7 +1301,7 @@
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       ],
       "flags": {},
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       "mode": 0,
       "inputs": [],
       "outputs": [
@@ -1439,7 +1339,7 @@
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       ],
       "flags": {},
-      "order": 15,
+      "order": 14,
       "mode": 4,
       "inputs": [],
       "outputs": [
@@ -1479,7 +1379,7 @@
       "flags": {
         "collapsed": true
       },
-      "order": 34,
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       "mode": 0,
       "inputs": [
         {
@@ -1544,7 +1444,7 @@
         118
       ],
       "flags": {},
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       "mode": 0,
       "inputs": [
         {
@@ -1608,7 +1508,7 @@
       "flags": {
         "collapsed": true
       },
-      "order": 36,
+      "order": 37,
       "mode": 0,
       "inputs": [
         {
@@ -1636,7 +1536,6 @@
           "link": null
         },
         {
-          "dir": 3,
           "name": "any_05",
           "type": "MODEL",
           "link": null
@@ -1674,13 +1573,13 @@
         130
       ],
       "flags": {},
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+      "order": 43,
       "mode": 4,
       "inputs": [
         {
           "name": "model",
           "type": "MODEL",
-          "link": 5417
+          "link": 5445
         }
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       "outputs": [
@@ -1717,7 +1616,7 @@
         60
       ],
       "flags": {},
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+      "order": 46,
       "mode": 0,
       "inputs": [
         {
@@ -1759,7 +1658,7 @@
         60
       ],
       "flags": {},
-      "order": 16,
+      "order": 15,
       "mode": 4,
       "inputs": [],
       "outputs": [
@@ -1794,7 +1693,7 @@
         58
       ],
       "flags": {},
-      "order": 17,
+      "order": 16,
       "mode": 0,
       "inputs": [],
       "outputs": [
@@ -1830,7 +1729,7 @@
         26
       ],
       "flags": {},
-      "order": 37,
+      "order": 38,
       "mode": 0,
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         {
@@ -1868,7 +1767,7 @@
         60
       ],
       "flags": {},
-      "order": 18,
+      "order": 17,
       "mode": 4,
       "inputs": [],
       "outputs": [
@@ -1905,7 +1804,7 @@
       "flags": {
         "collapsed": true
       },
-      "order": 19,
+      "order": 18,
       "mode": 4,
       "inputs": [],
       "outputs": [
@@ -1939,7 +1838,7 @@
         68.0652084350586
       ],
       "flags": {},
-      "order": 20,
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       "mode": 0,
       "inputs": [],
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@@ -1975,7 +1874,7 @@
         154
       ],
       "flags": {},
-      "order": 21,
+      "order": 20,
       "mode": 4,
       "inputs": [],
       "outputs": [
@@ -2016,7 +1915,7 @@
         147.867431640625
       ],
       "flags": {},
-      "order": 22,
+      "order": 21,
       "mode": 0,
       "inputs": [],
       "outputs": [],
@@ -2041,7 +1940,7 @@
         130.03318786621094
       ],
       "flags": {},
-      "order": 23,
+      "order": 22,
       "mode": 0,
       "inputs": [],
       "outputs": [
@@ -2075,7 +1974,7 @@
         151.24891662597656
       ],
       "flags": {},
-      "order": 24,
+      "order": 23,
       "mode": 0,
       "inputs": [],
       "outputs": [],
@@ -2100,7 +1999,7 @@
         88
       ],
       "flags": {},
-      "order": 25,
+      "order": 24,
       "mode": 0,
       "inputs": [],
       "outputs": [],
@@ -2125,7 +2024,7 @@
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       ],
       "flags": {},
-      "order": 39,
+      "order": 40,
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         {
@@ -2167,7 +2066,7 @@
         230.23074340820312
       ],
       "flags": {},
-      "order": 26,
+      "order": 25,
       "mode": 0,
       "inputs": [],
       "outputs": [],
@@ -2192,7 +2091,7 @@
         147.867431640625
       ],
       "flags": {},
-      "order": 27,
+      "order": 26,
       "mode": 0,
       "inputs": [],
       "outputs": [],
@@ -2217,7 +2116,7 @@
         683.87548828125
       ],
       "flags": {},
-      "order": 52,
+      "order": 53,
       "mode": 0,
       "inputs": [
         {
@@ -2255,6 +2154,14 @@
           "shape": 7,
           "type": "IMAGE",
           "link": 5407
+        },
+        {
+          "name": "num_frames",
+          "type": "INT",
+          "widget": {
+            "name": "num_frames"
+          },
+          "link": 5447
         }
       ],
       "outputs": [
@@ -2306,7 +2213,7 @@
         662.0885620117188
       ],
       "flags": {},
-      "order": 55,
+      "order": 56,
       "mode": 0,
       "inputs": [
         {
@@ -2391,7 +2298,7 @@
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       ],
       "flags": {},
-      "order": 53,
+      "order": 54,
       "mode": 0,
       "inputs": [
         {
@@ -2422,66 +2329,6 @@
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       "widgets_values": []
     },
-    {
-      "id": 1914,
-      "type": "Fast Groups Bypasser (rgthree)",
-      "pos": [
-        1164.11962890625,
-        3088.028564453125
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-        106
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-      "flags": {},
-      "order": 28,
-      "mode": 0,
-      "inputs": [],
-      "outputs": [
-        {
-          "name": "OPT_CONNECTION",
-          "type": "*",
-          "links": null
-        }
-      ],
-      "title": "Enable Optimizations",
-      "properties": {
-        "matchColors": "cyan",
-        "matchTitle": "",
-        "showNav": true,
-        "sort": "position",
-        "customSortAlphabet": "",
-        "toggleRestriction": "default",
-        "widget_ue_connectable": {}
-      },
-      "color": "#233",
-      "bgcolor": "#355"
-    },
-    {
-      "id": 1926,
-      "type": "Note",
-      "pos": [
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-        3234.896484375
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-      "size": [
-        314.45654296875,
-        290.1982421875
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-      "flags": {},
-      "order": 29,
-      "mode": 0,
-      "inputs": [],
-      "outputs": [],
-      "properties": {
-        "widget_ue_connectable": {}
-      },
-      "widgets_values": [
-        "Enable I2V Mode to use Image to video and load an image here ->\n\nEnable these Optimizations to get a good speedup, if you encounter any issues disable them, \nfor the Sage Attention on you need to install Sage attn. For Windows Portable users put this batch file:\n \nhttps://drive.google.com/file/d/1FBYF9_ShdD8H8CRlXKDQ29rnzjuT4MYo/view?usp=sharing\n\nin the ComfyUI_windows_portable root folder where \nrun_nvidia_gpu.bat is. Then run it and it should install it for you.\n\n\nThe Teacache might be broken. And you might need to change the mode in the sage attention node if you have an rtx30 or lower."
-      ],
-      "color": "#432",
-      "bgcolor": "#653"
-    },
     {
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       "type": "CLIPTextEncode",
@@ -2494,7 +2341,7 @@
         204.2556610107422
       ],
       "flags": {},
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+      "order": 49,
       "mode": 0,
       "inputs": [
         {
@@ -2540,7 +2387,7 @@
         87.18213653564453
       ],
       "flags": {},
-      "order": 30,
+      "order": 27,
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@@ -2574,7 +2421,7 @@
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       ],
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-      "order": 31,
+      "order": 28,
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@@ -2608,7 +2455,7 @@
         624.5614013671875
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       "flags": {},
-      "order": 32,
+      "order": 29,
       "mode": 0,
       "inputs": [],
       "outputs": [
@@ -2640,6 +2487,214 @@
         "image"
       ]
     },
+    {
+      "id": 1930,
+      "type": "TeaCache",
+      "pos": [
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+        2446.31787109375
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+        106
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+      "mode": 4,
+      "inputs": [
+        {
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+          "type": "MODEL",
+          "link": 5446
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+        {
+          "name": "model",
+          "type": "MODEL",
+          "links": [
+            5445
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+      "properties": {
+        "cnr_id": "teacache",
+        "ver": "546145dca569f5582c1811ceeda6777f2719668b",
+        "Node name for S&R": "TeaCache",
+        "widget_ue_connectable": {}
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+        0.4,
+        3
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+          "name": "OPT_CONNECTION",
+          "type": "*",
+          "links": null
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+      "title": "Enable Optimizations",
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+        "sort": "position",
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+        "toggleRestriction": "default",
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+      "color": "#432",
+      "bgcolor": "#653"
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+      "type": "Note",
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+      "inputs": [],
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+      "properties": {
+        "widget_ue_connectable": {}
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+      "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"
+    },
+    {
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+      "type": "FrameCalculator",
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+      "flags": {},
+      "order": 33,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "frame_rate",
+          "type": "FLOAT",
+          "links": [
+            5448
+          ]
+        },
+        {
+          "name": "num_frames",
+          "type": "INT",
+          "links": [
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+      "properties": {
+        "cnr_id": "ComfyUI-NeuralMedia",
+        "ver": "18c90fbb2d2e7c2ed8c9358a5e077034f09dce2a",
+        "widget_ue_connectable": {},
+        "Node name for S&R": "FrameCalculator"
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     {
       "id": 1912,
       "type": "Fast Groups Bypasser (rgthree)",
@@ -2652,7 +2707,7 @@
         82
       ],
       "flags": {},
-      "order": 33,
+      "order": 34,
       "mode": 0,
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       "outputs": [
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@@ -3124,6 +3163,38 @@
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   "groups": [
@@ -3289,8 +3360,8 @@
     "ds": {
       "scale": 0.6741546927603917,
       "offset": [
-        -173.66159057165729,
-        -2503.1793272546943
+        -522.7408819002562,
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     "frontendVersion": "1.18.9",