Upload workflows/outpaint-lama.json with huggingface_hub

workflows/outpaint-lama.json

@@ -1,8 +1,8 @@
 {
-  "id": "1969700e-a52b-4369-85f7-51a6d627b3c0",
+  "id": "b13d0e46-0841-4f01-b713-c84443dbc228",
   "revision": 0,
-  "last_node_id": 22,
-  "last_link_id": 41,
+  "last_node_id": 23,
+  "last_link_id": 42,
   "nodes": [
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@@ -73,7 +73,7 @@
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@@ -768,7 +768,7 @@
           "type": "IMAGE",
           "links": [
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           "slot_index": 0
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@@ -822,7 +822,7 @@
           "name": "MASK",
           "type": "MASK",
           "links": [
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+            41
           ],
           "slot_index": 0
         }
@@ -866,13 +866,13 @@
         "ver": "1.4.3"
       },
       "widgets_values": [
-        "big-lama.pt"
+        "MAT_Places512_G_fp16.safetensors"
       ],
-      "title": "LaMa model"
+      "title": "Inpaint model (MAT / big-lama)"
     },
     {
       "id": 18,
-      "type": "INPAINT_InpaintWithModel",
+      "type": "UpscaleModelLoader",
       "pos": [
         1280,
         160
@@ -884,6 +884,41 @@
       "flags": {},
       "order": 18,
       "mode": 0,
+      "inputs": [],
+      "outputs": [
+        {
+          "name": "UPSCALE_MODEL",
+          "type": "UPSCALE_MODEL",
+          "links": [
+            35
+          ],
+          "slot_index": 0
+        }
+      ],
+      "properties": {
+        "Node name for S&R": "UpscaleModelLoader",
+        "cnr_id": "comfy-core",
+        "ver": "0.27.0"
+      },
+      "widgets_values": [
+        "RealESRGAN_x4plus.pth"
+      ],
+      "title": "Fill upscaler (fixes low-res fill)"
+    },
+    {
+      "id": 19,
+      "type": "INPAINT_InpaintWithModel",
+      "pos": [
+        1280,
+        280
+      ],
+      "size": [
+        270,
+        100
+      ],
+      "flags": {},
+      "order": 19,
+      "mode": 0,
       "inputs": [
         {
           "name": "inpaint_model",
@@ -903,7 +938,7 @@
         {
           "name": "optional_upscale_model",
           "type": "UPSCALE_MODEL",
-          "link": null
+          "link": 35
         }
       ],
       "outputs": [
@@ -911,7 +946,7 @@
           "name": "inpainted image",
           "type": "IMAGE",
           "links": [
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+            36
           ],
           "slot_index": 0
         }
@@ -924,10 +959,10 @@
       "widgets_values": [
         0
       ],
-      "title": "LaMa fill"
+      "title": "LaMa/MAT fill"
     },
     {
-      "id": 19,
+      "id": 20,
       "type": "ImageScale",
       "pos": [
         1620,
@@ -938,18 +973,18 @@
         100
       ],
       "flags": {},
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+      "order": 20,
       "mode": 0,
       "inputs": [
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           "type": "IMAGE",
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+          "link": 36
         },
         {
           "name": "width",
           "type": "INT",
-          "link": 36,
+          "link": 37,
           "widget": {
             "name": "width"
           }
@@ -957,7 +992,7 @@
         {
           "name": "height",
           "type": "INT",
-          "link": 37,
+          "link": 38,
           "widget": {
             "name": "height"
           }
@@ -968,7 +1003,7 @@
           "name": "IMAGE",
           "type": "IMAGE",
           "links": [
-            38
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           ],
           "slot_index": 0
         }
@@ -987,7 +1022,7 @@
       "title": "Snap to exact target dims"
     },
     {
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+      "id": 21,
       "type": "ImageCompositeMasked",
       "pos": [
         1920,
@@ -998,23 +1033,23 @@
         100
       ],
       "flags": {},
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       "mode": 0,
       "inputs": [
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           "type": "IMAGE",
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+          "link": 39
         },
         {
           "name": "source",
           "type": "IMAGE",
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+          "link": 40
         },
         {
           "name": "mask",
           "type": "MASK",
-          "link": 40
+          "link": 41
         }
       ],
       "outputs": [
@@ -1022,7 +1057,7 @@
           "name": "IMAGE",
           "type": "IMAGE",
           "links": [
-            41
+            42
           ],
           "slot_index": 0
         }
@@ -1040,7 +1075,7 @@
       "title": "Paste original pixels back"
     },
     {
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+      "id": 22,
       "type": "SaveImage",
       "pos": [
         2220,
@@ -1051,13 +1086,13 @@
         300
       ],
       "flags": {},
-      "order": 21,
+      "order": 22,
       "mode": 0,
       "inputs": [
         {
           "name": "images",
           "type": "IMAGE",
-          "link": 41
+          "link": 42
         }
       ],
       "outputs": [
@@ -1078,7 +1113,7 @@
       ]
     },
     {
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+      "id": 23,
       "type": "Note",
       "pos": [
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@@ -1089,13 +1124,13 @@
         240
       ],
       "flags": {},
-      "order": 22,
+      "order": 23,
       "mode": 0,
       "inputs": [],
       "outputs": [],
       "properties": {},
       "widgets_values": [
-        "## Outpaint to exact dimensions \u2014 LaMa (instant, no prompt)\n\nSet **target_width / target_height** to the EXACT output size you want.\nThe source image is first resized (lanczos) to fit inside the target box,\nthen the remainder is outpainted. Output is always exactly target WxH,\nwith the original pixels composited back untouched.\n\n- **anchor_x**: where the original sits horizontally (0 = left, 0.5 = center, 1 = right)\n- **anchor_y**: same vertically (0 = top, 1 = bottom)\n- **feathering**: seam blend width in px\n\nNo diffusion, no prompt, <1s. Best for simple backgrounds: skies,\nstudio backdrops, bokeh, gradients. Use the Qwen/Flux workflows when\nthe border area has hard structure, patterns, or body parts."
+        "## Outpaint to exact dimensions \u2014 LaMa (instant, no prompt)\n\nSet **target_width / target_height** to the EXACT output size you want.\nThe source image is first resized (lanczos) to fit inside the target box,\nthen the remainder is outpainted. Output is always exactly target WxH,\nwith the original pixels composited back untouched.\n\n- **anchor_x**: where the original sits horizontally (0 = left, 0.5 = center, 1 = right)\n- **anchor_y**: same vertically (0 = top, 1 = bottom)\n- **feathering**: seam blend width in px\n\nNo diffusion, no prompt, ~1-2s. Best for simple backgrounds: skies,\nstudio backdrops, bokeh, gradients. Use the Qwen/Flux workflows when\nthe border area has hard structure, patterns, or body parts.\n\nNOTE: the inpaint node internally computes the fill at 256px (LaMa)\nor 512px (MAT) squares - the RealESRGAN upscaler restores the fill to\n1024/2048px effective before it is scaled to the target, which removes\nthe blur/smearing on large outputs. Switch model to MAT_Places512 for\nlarge targets or structured fills; keep big-lama for speed."
       ],
       "color": "#432",
       "bgcolor": "#653"
@@ -1354,7 +1389,7 @@
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@@ -1370,7 +1405,7 @@
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       "MASK"
     ],
@@ -1379,55 +1414,63 @@
       18,
       0,
       19,
+      3,
+      "UPSCALE_MODEL"
+    ],
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