Upload folder using huggingface_hub

ComfyUI/user/default/workflows/http:/localhost:18188/api/qw4.json

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ComfyUI/user/default/workflows/video_ltx2_3_flf2v.json

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+  "revision": 0,
+  "last_node_id": 194,
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+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            255
+          ]
+        },
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "links": null
+        }
+      ],
+      "title": "Load Last Frame",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.8.2",
+        "Node name for S&R": "LoadImage",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
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+        "secondTabWidth": 65,
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "input_ue_unconnectable": {},
+          "version": "7.5.2"
+        }
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+      "widgets_values": [
+        "low_view_classic_car.png",
+        "image"
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+      "type": "SaveVideo",
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+      "mode": 0,
+      "inputs": [
+        {
+          "name": "video",
+          "type": "VIDEO",
+          "link": 256
+        }
+      ],
+      "outputs": [],
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.14.1",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
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+        "secondTabText": "Send Back",
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+        "Node name for S&R": "SaveVideo",
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.7",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "video/ltx2.3_flf2v",
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+    },
+    {
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+      "size": [
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+      "flags": {},
+      "order": 1,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "IMAGE",
+          "type": "IMAGE",
+          "links": [
+            254
+          ]
+        },
+        {
+          "name": "MASK",
+          "type": "MASK",
+          "links": null
+        }
+      ],
+      "title": "Load First Frame",
+      "properties": {
+        "cnr_id": "comfy-core",
+        "ver": "0.8.2",
+        "Node name for S&R": "LoadImage",
+        "enableTabs": false,
+        "tabWidth": 65,
+        "tabXOffset": 10,
+        "hasSecondTab": false,
+        "secondTabText": "Send Back",
+        "secondTabOffset": 80,
+        "secondTabWidth": 65,
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "input_ue_unconnectable": {},
+          "version": "7.5.2"
+        }
+      },
+      "widgets_values": [
+        "high_view_classic_car.png",
+        "image"
+      ]
+    },
+    {
+      "id": 79,
+      "type": "MarkdownNote",
+      "pos": [
+        -600.0000605084609,
+        2250.0000258061905
+      ],
+      "size": [
+        550,
+        960
+      ],
+      "flags": {},
+      "order": 2,
+      "mode": 0,
+      "inputs": [],
+      "outputs": [],
+      "title": "Model Links",
+      "properties": {
+        "ue_properties": {
+          "widget_ue_connectable": {},
+          "version": "7.7",
+          "input_ue_unconnectable": {}
+        }
+      },
+      "widgets_values": [
+        "\n## LTX-2 Prompting Tips\n\n1. **Core Actions**: Describe events and actions as they occur over time  \n2. **Visual Details**: Describe all visual details you want to appear in the video  \n3. **Audio**: Describe sounds and dialogue needed for the scene\n\n## Report LTX-2 Issues\nTo report any issues when running this workflow, [go to GitHub](https://github.com/Lightricks/ComfyUI-LTXVideo/issues)\n\n\n## Model Links (for Local Users)\n\n**checkpoints**\n\n- [ltx-2.3-22b-distilled-fp8.safetensors](https://huggingface.co/Lightricks/LTX-2.3-fp8/resolve/main/ltx-2.3-22b-distilled-fp8.safetensors)\n\n**text_encoders**\n\n- [gemma_3_12B_it_fp4_mixed.safetensors](https://huggingface.co/Comfy-Org/ltx-2/resolve/main/split_files/text_encoders/gemma_3_12B_it_fp4_mixed.safetensors)\n\n\n## Model Storage Location\n\n```\n\ud83d\udcc2 ComfyUI/\n\u251c\u2500\u2500 \ud83d\udcc2 models/\n\u2502   \u251c\u2500\u2500 \ud83d\udcc2 checkpoints/\n\u2502   \u2502   \u2514\u2500\u2500 ltx-2.3-22b-distilled-fp8.safetensors\n\u2502   \u2514\u2500\u2500 \ud83d\udcc2 text_encoders/\n\u2502       \u2514\u2500\u2500 gemma_3_12B_it_fp4_mixed.safetensors\n```\n\n## Report Issue\n\nNote: Please update ComfyUI first ([guide](https://docs.comfy.org/installation/update_comfyui)) and prepare required models. Desktop/Cloud updates follow stable releases, so some nightly-supported models may not be available yet.\n\n- Cannot run / runtime errors: [ComfyUI/issues](https://github.com/comfyanonymous/ComfyUI/issues)\n- UI / frontend issues: [ComfyUI_frontend/issues](https://github.com/Comfy-Org/ComfyUI_frontend/issues)\n- Workflow issues: [workflow_templates/issues](https://github.com/Comfy-Org/workflow_templates/issues)\n"
+      ],
+      "color": "#222",
+      "bgcolor": "#000"
+    },
+    {
+      "id": 129,
+      "type": "f9f61b10-b689-4d67-b4fa-0acc1d9b5390",
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+      "flags": {},
+      "order": 3,
+      "mode": 0,
+      "inputs": [
+        {
+          "label": "first_frame",
+          "name": "input",
+          "type": "IMAGE,MASK",
+          "link": 254
+        },
+        {
+          "label": "last_frame",
+          "name": "input_1",
+          "type": "IMAGE,MASK",
+          "link": 255
+        },
+        {
+          "label": "width",
+          "name": "value",
+          "type": "INT",
+          "widget": {
+            "name": "value"
+          },
+          "link": null
+        },
+        {
+          "label": "height",
+          "name": "value_1",
+          "type": "INT",
+          "widget": {
+            "name": "value_1"
+          },
+          "link": null
+        },
+        {
+          "label": "duration",
+          "name": "value_2",
+          "type": "INT",
+          "widget": {
+            "name": "value_2"
+          },
+          "link": null
+        },
+        {
+          "label": "fps",
+          "name": "value_3",
+          "type": "INT",
+          "widget": {
+            "name": "value_3"
+          },
+          "link": null
+        },
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