diff --git a/workflows/LTX IMG2VIDEO FIRST MIDDLE LAST FRAME 3 STAGE OPTIMIZED WORKFLOW.json b/workflows/LTX 2.3 IMG2VIDEO FIRST MIDDLE LAST FRAME 3 STAGE OPTIMIZED WORKFLOW v2.json similarity index 97% rename from workflows/LTX IMG2VIDEO FIRST MIDDLE LAST FRAME 3 STAGE OPTIMIZED WORKFLOW.json rename to workflows/LTX 2.3 IMG2VIDEO FIRST MIDDLE LAST FRAME 3 STAGE OPTIMIZED WORKFLOW v2.json index 0c329ae..09afd7c 100644 --- a/workflows/LTX IMG2VIDEO FIRST MIDDLE LAST FRAME 3 STAGE OPTIMIZED WORKFLOW.json +++ b/workflows/LTX 2.3 IMG2VIDEO FIRST MIDDLE LAST FRAME 3 STAGE OPTIMIZED WORKFLOW v2.json @@ -1,8 +1,8 @@ { "id": "1143f409-9410-46d0-a303-318c1b2d0391", "revision": 0, - "last_node_id": 431, - "last_link_id": 1057, + "last_node_id": 433, + "last_link_id": 1060, "nodes": [ { "id": 4, @@ -55,29 +55,6 @@ "color": "#222", "bgcolor": "#000" }, - { - "id": 16, - "type": "Note", - "pos": [ - 4680, - 6110 - ], - "size": [ - 210, - 88 - ], - "flags": {}, - "order": 0, - "mode": 0, - "inputs": [], - "outputs": [], - "properties": {}, - "widgets_values": [ - "Enable optimized decoding if you run out of memory or experience slow decoding with the default vae decode." - ], - "color": "#322", - "bgcolor": "#533" - }, { "id": 5, "type": "SaveVideo", @@ -187,30 +164,6 @@ "color": "#222", "bgcolor": "#000" }, - { - "id": 15, - "type": "Note", - "pos": [ - 3890, - 5800 - ], - "size": [ - 210, - 88 - ], - "flags": {}, - "order": 1, - "mode": 0, - "inputs": [], - "outputs": [], - "title": "LTX Sequencer Note", - "properties": {}, - "widgets_values": [ - "Use one image at full strength for regular image to video.\n\nIf frame_insert is -1, it will be insert at the last frame." - ], - "color": "#322", - "bgcolor": "#533" - }, { "id": 14, "type": "Note", @@ -223,7 +176,7 @@ 88 ], "flags": {}, - "order": 2, + "order": 0, "mode": 0, "inputs": [], "outputs": [], @@ -509,6 +462,217 @@ "color": "#222", "bgcolor": "#000" }, + { + "id": 381, + "type": "MultiImageLoader", + "pos": [ + 3550, + 5950 + ], + "size": [ + 310, + 277 + ], + "flags": {}, + "order": 1, + "mode": 0, + "inputs": [], + "outputs": [ + { + "name": "multi_output", + "type": "IMAGE", + "links": [ + 1046, + 1047, + 1048 + ] + } + ], + "properties": { + "Node name for S&R": "MultiImageLoader" + }, + "widgets_values": [ + "", + 0, + 0, + "lanczos", + 32, + 18, + "" + ], + "color": "#222", + "bgcolor": "#000" + }, + { + "id": 11, + "type": "360d64f7-96cd-42a6-9b13-6eb0387e17d9", + "pos": [ + 4420, + 5950 + ], + "size": [ + 230, + 315.671875 + ], + "flags": {}, + "order": 10, + "mode": 0, + "inputs": [ + { + "name": "model", + "type": "MODEL", + "link": 40 + }, + { + "name": "positive", + "type": "CONDITIONING", + "link": 799 + }, + { + "name": "negative", + "type": "CONDITIONING", + "link": 800 + }, + { + "name": "latent_image", + "type": "LATENT", + "link": 804 + }, + { + "name": "noise", + "type": "NOISE", + "link": 44 + }, + { + "label": "video_vae", + "name": "vae", + "type": "VAE", + "link": 45 + }, + { + "name": "image", + "type": "IMAGE", + "link": null + }, + { + "label": "upscale 2x on stage 3", + "name": "value", + "type": "BOOLEAN", + "widget": { + "name": "value" + }, + "link": null + }, + { + "name": "multi_input", + "type": "IMAGE", + "link": 1046 + }, + { + "label": "2x_upscale_model", + "name": "upscale_model", + "type": "LATENT_UPSCALE_MODEL", + "link": 1037 + } + ], + "outputs": [ + { + "label": "av_output", + "name": "output", + "type": "LATENT", + "links": [ + 47 + ] + } + ], + "properties": { + "proxyWidgets": [ + [ + "-1", + "value" + ] + ], + "cnr_id": "comfy-core", + "ver": "0.17.2" + }, + "widgets_values": [ + true + ], + "color": "#222", + "bgcolor": "#000" + }, + { + "id": 418, + "type": "Note", + "pos": [ + 3310, + 5810 + ], + "size": [ + 220, + 88 + ], + "flags": {}, + "order": 2, + "mode": 0, + "inputs": [], + "outputs": [], + "title": "Model Loader Note", + "properties": {}, + "widgets_values": [ + "↓ Select your own models in here ↓" + ], + "color": "#322", + "bgcolor": "#533" + }, + { + "id": 15, + "type": "Note", + "pos": [ + 3890, + 5800 + ], + "size": [ + 210, + 88 + ], + "flags": {}, + "order": 3, + "mode": 0, + "inputs": [], + "outputs": [], + "title": "LTX Sequencer Note", + "properties": {}, + "widgets_values": [ + "Use one image at full strength for regular image to video.\n\nIf frame_insert is -1, it will be inserted at the last frame." + ], + "color": "#322", + "bgcolor": "#533" + }, + { + "id": 431, + "type": "Note", + "pos": [ + 3070, + 5810 + ], + "size": [ + 220, + 88 + ], + "flags": {}, + "order": 4, + "mode": 0, + "inputs": [], + "outputs": [], + "title": "Additional Info", + "properties": {}, + "widgets_values": [ + "https://github.com/WhatDreamsCost/WhatDreamsCost-ComfyUI" + ], + "color": "#232", + "bgcolor": "#353" + }, { "id": 10, "type": "958b2c7a-1f75-4a30-84a8-892bddb9e426", @@ -521,7 +685,7 @@ 550 ], "flags": {}, - "order": 3, + "order": 5, "mode": 0, "inputs": [ { @@ -668,47 +832,6 @@ "color": "#222", "bgcolor": "#000" }, - { - "id": 381, - "type": "MultiImageLoader", - "pos": [ - 3550, - 5950 - ], - "size": [ - 310, - 277 - ], - "flags": {}, - "order": 4, - "mode": 0, - "inputs": [], - "outputs": [ - { - "name": "multi_output", - "type": "IMAGE", - "links": [ - 1046, - 1047, - 1048 - ] - } - ], - "properties": { - "Node name for S&R": "MultiImageLoader" - }, - "widgets_values": [ - "", - 0, - 0, - "lanczos", - 32, - 18, - "" - ], - "color": "#222", - "bgcolor": "#000" - }, { "id": 1, "type": "34d63160-e149-4935-ab1f-892ffe617fec", @@ -770,142 +893,20 @@ "ver": "0.17.2" }, "widgets_values": [ - true + false ], "color": "#222", "bgcolor": "#000" }, { - "id": 11, - "type": "360d64f7-96cd-42a6-9b13-6eb0387e17d9", - "pos": [ - 4420, - 5950 - ], - "size": [ - 230, - 315.671875 - ], - "flags": {}, - "order": 10, - "mode": 0, - "inputs": [ - { - "name": "model", - "type": "MODEL", - "link": 40 - }, - { - "name": "positive", - "type": "CONDITIONING", - "link": 799 - }, - { - "name": "negative", - "type": "CONDITIONING", - "link": 800 - }, - { - "name": "latent_image", - "type": "LATENT", - "link": 804 - }, - { - "name": "noise", - "type": "NOISE", - "link": 44 - }, - { - "label": "video_vae", - "name": "vae", - "type": "VAE", - "link": 45 - }, - { - "name": "image", - "type": "IMAGE", - "link": null - }, - { - "label": "upscale 2x on stage 3", - "name": "value", - "type": "BOOLEAN", - "widget": { - "name": "value" - }, - "link": null - }, - { - "name": "multi_input", - "type": "IMAGE", - "link": 1046 - }, - { - "label": "2x_upscale_model", - "name": "upscale_model", - "type": "LATENT_UPSCALE_MODEL", - "link": 1037 - } - ], - "outputs": [ - { - "label": "av_output", - "name": "output", - "type": "LATENT", - "links": [ - 47 - ] - } - ], - "properties": { - "proxyWidgets": [ - [ - "-1", - "value" - ] - ], - "cnr_id": "comfy-core", - "ver": "0.17.2" - }, - "widgets_values": [ - true - ], - "color": "#222", - "bgcolor": "#000" - }, - { - "id": 431, + "id": 16, "type": "Note", "pos": [ - 3070, - 5810 + 4680, + 6110 ], "size": [ - 220, - 88 - ], - "flags": {}, - "order": 5, - "mode": 0, - "inputs": [], - "outputs": [], - "title": "Additional Info", - "properties": {}, - "widgets_values": [ - "https://github.com/WhatDreamsCost/WhatDreamsCost-ComfyUI" - ], - "color": "#232", - "bgcolor": "#353" - }, - { - "id": 418, - "type": "Note", - "pos": [ - 3310, - 5810 - ], - "size": [ - 220, + 210, 88 ], "flags": {}, @@ -913,10 +914,9 @@ "mode": 0, "inputs": [], "outputs": [], - "title": "Model Loader Note", "properties": {}, "widgets_values": [ - "↓ Select your own models in here ↓" + "Enable optimized decoding to use tiled vae decoder." ], "color": "#322", "bgcolor": "#533" @@ -1108,8 +1108,8 @@ "version": 1, "state": { "lastGroupId": 33, - "lastNodeId": 431, - "lastLinkId": 1057, + "lastNodeId": 433, + "lastLinkId": 1060, "lastRerouteId": 0 }, "revision": 0, @@ -1120,7 +1120,7 @@ "bounding": [ 1610, 7190, - 179.763671875, + 180.98828125, 120 ] }, @@ -1142,7 +1142,7 @@ 692 ], "pos": [ - 1769.763671875, + 1770.98828125, 7210 ] }, @@ -1154,7 +1154,7 @@ 693 ], "pos": [ - 1769.763671875, + 1770.98828125, 7230 ] }, @@ -1164,11 +1164,11 @@ "type": "VAE", "linkIds": [ 703, - 706 + 1060 ], "label": "video_vae", "pos": [ - 1769.763671875, + 1770.98828125, 7250 ] }, @@ -1181,7 +1181,7 @@ ], "label": "Use Optimized Decoding", "pos": [ - 1769.763671875, + 1770.98828125, 7270 ] } @@ -1257,102 +1257,6 @@ "color": "#222", "bgcolor": "#000" }, - { - "id": 338, - "type": "VHS_LoadImagesPath", - "pos": [ - 2150, - 7390 - ], - "size": [ - 247.98828125, - 170 - ], - "flags": {}, - "order": 4, - "mode": 0, - "inputs": [ - { - "localized_name": "meta_batch", - "name": "meta_batch", - "shape": 7, - "type": "VHS_BatchManager", - "link": null - }, - { - "localized_name": "directory", - "name": "directory", - "type": "STRING", - "widget": { - "name": "directory" - }, - "link": 699 - }, - { - "label": "image_load_cap", - "localized_name": "image_load_cap", - "name": "image_load_cap", - "shape": 7, - "type": "INT", - "widget": { - "name": "image_load_cap" - }, - "link": null - } - ], - "outputs": [ - { - "localized_name": "IMAGE", - "name": "IMAGE", - "type": "IMAGE", - "links": [ - 700 - ] - }, - { - "localized_name": "MASK", - "name": "MASK", - "type": "MASK", - "links": null - }, - { - "localized_name": "frame_count", - "name": "frame_count", - "type": "INT", - "links": null - } - ], - "properties": { - "cnr_id": "comfyui-videohelpersuite", - "ver": "993082e4f2473bf4acaf06f51e33877a7eb38960", - "Node name for S&R": "VHS_LoadImagesPath", - "ue_properties": { - "widget_ue_connectable": {}, - "input_ue_unconnectable": {}, - "version": "7.7" - } - }, - "widgets_values": { - "directory": "ComfyUI/temp/", - "image_load_cap": 0, - "skip_first_images": 0, - "select_every_nth": 1, - "videopreview": { - "hidden": false, - "paused": false, - "params": { - "image_load_cap": 0, - "skip_first_images": 0, - "select_every_nth": 1, - "filename": "ComfyUI/temp/", - "type": "path", - "format": "folder" - } - } - }, - "color": "#222", - "bgcolor": "#000" - }, { "id": 334, "type": "LTXVSeparateAVLatent", @@ -1382,7 +1286,7 @@ "type": "LATENT", "links": [ 702, - 705 + 1059 ] }, { @@ -1410,53 +1314,6 @@ "color": "#222", "bgcolor": "#000" }, - { - "id": 340, - "type": "VAEDecode", - "pos": [ - 2230, - 7240 - ], - "size": [ - 150, - 50 - ], - "flags": {}, - "order": 6, - "mode": 0, - "inputs": [ - { - "localized_name": "samples", - "name": "samples", - "type": "LATENT", - "link": 702 - }, - { - "localized_name": "vae", - "name": "vae", - "type": "VAE", - "link": 703 - } - ], - "outputs": [ - { - "localized_name": "IMAGE", - "name": "IMAGE", - "type": "IMAGE", - "links": [ - 701 - ] - } - ], - "properties": { - "cnr_id": "comfy-core", - "ver": "0.17.2", - "Node name for S&R": "VAEDecode" - }, - "widgets_values": [], - "color": "#222", - "bgcolor": "#000" - }, { "id": 337, "type": "LazySwitchKJ", @@ -1482,7 +1339,7 @@ "localized_name": "on_true", "name": "on_true", "type": "*", - "link": 700 + "link": 1058 }, { "localized_name": "switch", @@ -1584,7 +1441,7 @@ 58 ], "flags": {}, - "order": 7, + "order": 5, "mode": 0, "inputs": [ { @@ -1614,80 +1471,109 @@ "Node name for S&R": "PrimitiveBoolean" }, "widgets_values": [ - true + false ], "color": "#222", "bgcolor": "#000" }, { - "id": 339, - "type": "IAMCCS_VAEDecodeToDisk", + "id": 340, + "type": "VAEDecode", "pos": [ - 1820, - 7390 + 2230, + 7230 ], "size": [ - 298.941015625, - 270 + 150, + 50 ], "flags": {}, - "order": 5, + "order": 4, "mode": 0, "inputs": [ { "localized_name": "samples", "name": "samples", "type": "LATENT", - "link": 705 + "link": 702 }, { "localized_name": "vae", "name": "vae", "type": "VAE", - "link": 706 + "link": 703 } ], "outputs": [ { - "localized_name": "frames_dir", - "name": "frames_dir", - "type": "STRING", + "localized_name": "IMAGE", + "name": "IMAGE", + "type": "IMAGE", "links": [ - 699 + 701 ] - }, - { - "localized_name": "frames_saved", - "name": "frames_saved", - "type": "INT", - "links": null } ], "properties": { - "aux_id": "IAMCCS/IAMCCS-nodes", - "ver": "9025d5127b5351c6819c957580734ad63b9cc0fb", - "Node name for S&R": "IAMCCS_VAEDecodeToDisk", - "iamccs_hw_probe_apply_mode": "overwrite", - "ue_properties": { - "widget_ue_connectable": {}, - "input_ue_unconnectable": {}, - "version": "7.7" + "cnr_id": "comfy-core", + "ver": "0.17.2", + "Node name for S&R": "VAEDecode" + }, + "widgets_values": [], + "color": "#222", + "bgcolor": "#000" + }, + { + "id": 432, + "type": "VAEDecodeTiled", + "pos": [ + 2110, + 7350 + ], + "size": [ + 270, + 150 + ], + "flags": {}, + "order": 6, + "mode": 0, + "inputs": [ + { + "localized_name": "samples", + "name": "samples", + "type": "LATENT", + "link": 1059 + }, + { + "localized_name": "vae", + "name": "vae", + "type": "VAE", + "link": 1060 } + ], + "outputs": [ + { + "localized_name": "IMAGE", + "name": "IMAGE", + "type": "IMAGE", + "links": [ + 1058 + ] + } + ], + "properties": { + "cnr_id": "comfy-core", + "ver": "0.17.2", + "Node name for S&R": "VAEDecodeTiled" }, "widgets_values": [ - "iamccs_vae_frames", - "frame", - "jpg", - 85, - true, - "auto", - 1024, - 64, - true + 768, + 128, + 128, + 8 ], "color": "#222", - "bgcolor": "#000", - "shape": 1 + "bgcolor": "#000" } ], "groups": [], @@ -1732,22 +1618,6 @@ "target_slot": 0, "type": "IMAGE" }, - { - "id": 699, - "origin_id": 339, - "origin_slot": 0, - "target_id": 338, - "target_slot": 1, - "type": "STRING" - }, - { - "id": 700, - "origin_id": 338, - "origin_slot": 0, - "target_id": 337, - "target_slot": 1, - "type": "IMAGE" - }, { "id": 701, "origin_id": 340, @@ -1780,22 +1650,6 @@ "target_slot": 0, "type": "VIDEO" }, - { - "id": 705, - "origin_id": 334, - "origin_slot": 0, - "target_id": 339, - "target_slot": 0, - "type": "LATENT" - }, - { - "id": 706, - "origin_id": -10, - "origin_slot": 2, - "target_id": 339, - "target_slot": 1, - "type": "VAE" - }, { "id": 707, "origin_id": 341, @@ -1811,6 +1665,30 @@ "target_id": 341, "target_slot": 0, "type": "BOOLEAN" + }, + { + "id": 1058, + "origin_id": 432, + "origin_slot": 0, + "target_id": 337, + "target_slot": 1, + "type": "IMAGE" + }, + { + "id": 1059, + "origin_id": 334, + "origin_slot": 0, + "target_id": 432, + "target_slot": 0, + "type": "LATENT" + }, + { + "id": 1060, + "origin_id": -10, + "origin_slot": 2, + "target_id": 432, + "target_slot": 1, + "type": "VAE" } ], "extra": { @@ -1822,8 +1700,8 @@ "version": 1, "state": { "lastGroupId": 33, - "lastNodeId": 431, - "lastLinkId": 1057, + "lastNodeId": 433, + "lastLinkId": 1060, "lastRerouteId": 0 }, "revision": 0, @@ -2331,8 +2209,8 @@ "version": 1, "state": { "lastGroupId": 33, - "lastNodeId": 431, - "lastLinkId": 1057, + "lastNodeId": 433, + "lastLinkId": 1060, "lastRerouteId": 0 }, "revision": 0, @@ -3516,8 +3394,8 @@ "version": 1, "state": { "lastGroupId": 33, - "lastNodeId": 431, - "lastLinkId": 1057, + "lastNodeId": 433, + "lastLinkId": 1060, "lastRerouteId": 0 }, "revision": 0, @@ -3950,8 +3828,8 @@ "version": 1, "state": { "lastGroupId": 33, - "lastNodeId": 431, - "lastLinkId": 1057, + "lastNodeId": 433, + "lastLinkId": 1060, "lastRerouteId": 0 }, "revision": 0, @@ -5356,8 +5234,8 @@ "version": 1, "state": { "lastGroupId": 33, - "lastNodeId": 431, - "lastLinkId": 1057, + "lastNodeId": 433, + "lastLinkId": 1060, "lastRerouteId": 0 }, "revision": 0, @@ -5368,7 +5246,7 @@ "bounding": [ 2290, 5440, - 204.25257873535156, + 205.580078125, 120 ] }, @@ -5377,7 +5255,7 @@ "bounding": [ 4340, 5410, - 214.2161102294922, + 215.142578125, 200 ] }, @@ -5391,7 +5269,7 @@ ], "label": "Prompt", "pos": [ - 2474.2525787353516, + 2475.580078125, 5460 ] }, @@ -5404,7 +5282,7 @@ ], "label": "length (seconds)", "pos": [ - 2474.2525787353516, + 2475.580078125, 5480 ] }, @@ -5417,7 +5295,7 @@ ], "label": "Enable CacheDiT", "pos": [ - 2474.2525787353516, + 2475.580078125, 5500 ] }, @@ -5430,7 +5308,7 @@ ], "label": "Use Gemma API Text Encode", "pos": [ - 2474.2525787353516, + 2475.580078125, 5520 ] } @@ -6843,8 +6721,8 @@ "version": 1, "state": { "lastGroupId": 33, - "lastNodeId": 431, - "lastLinkId": 1057, + "lastNodeId": 433, + "lastLinkId": 1060, "lastRerouteId": 0 }, "revision": 0, @@ -7083,8 +6961,8 @@ "version": 1, "state": { "lastGroupId": 33, - "lastNodeId": 431, - "lastLinkId": 1057, + "lastNodeId": 433, + "lastLinkId": 1060, "lastRerouteId": 0 }, "revision": 0, @@ -7935,10 +7813,10 @@ "VHS_MetadataImage": true, "VHS_KeepIntermediate": true, "ds": { - "scale": 1.2337801972367595, + "scale": 1.1698242013182631, "offset": [ - -2958.62151788986, - -5658.831664217458 + -3278.905909774425, + -5598.792567715585 ] } }, diff --git a/workflows/LTX IMG2VIDEO FIRST MIDDLE LAST FRAME 3 STAGE OPTIMIZED WORKFLOW v2.png b/workflows/LTX IMG2VIDEO FIRST MIDDLE LAST FRAME 3 STAGE OPTIMIZED WORKFLOW v2.png new file mode 100644 index 0000000..dc968f5 Binary files /dev/null and b/workflows/LTX IMG2VIDEO FIRST MIDDLE LAST FRAME 3 STAGE OPTIMIZED WORKFLOW v2.png differ diff --git a/workflows/LTX IMG2VIDEO FIRST MIDDLE LAST FRAME 3 STAGE OPTIMIZED WORKFLOW.png b/workflows/LTX IMG2VIDEO FIRST MIDDLE LAST FRAME 3 STAGE OPTIMIZED WORKFLOW.png deleted file mode 100644 index a1bfe3f..0000000 Binary files a/workflows/LTX IMG2VIDEO FIRST MIDDLE LAST FRAME 3 STAGE OPTIMIZED WORKFLOW.png and /dev/null differ