From 4581f9855dd21dffc03a1483f12d6989a4479d9e Mon Sep 17 00:00:00 2001
From: NeonLightning <neonlightning@gmail.com>
Date: Mon, 7 Jul 2025 21:19:09 -0400
Subject: [PATCH 1/2] Update nodes.py

included randomization and model increment/decrementing settings. also included a string output so you can track what one is in use
---
 nodes.py | 89 +++++++++++++++++++++++++++++++++++++++++++++++++-------
 1 file changed, 78 insertions(+), 11 deletions(-)

diff --git a/nodes.py b/nodes.py
index 4159142..93128ec 100644
--- a/nodes.py
+++ b/nodes.py
@@ -2,7 +2,7 @@
 import torch
 import logging
 import collections
-
+import random
 import nodes
 import comfy.sd
 import comfy.lora
@@ -116,21 +116,90 @@ def clone(self, *args, **kwargs):
         return n
 
 class UnetLoaderGGUF:
+    @classmethod
+    def IS_CHANGED(cls, **kwargs):
+        return float("NaN")
+    
     @classmethod
     def INPUT_TYPES(s):
         unet_names = [x for x in folder_paths.get_filename_list("unet_gguf")]
         return {
             "required": {
-                "unet_name": (unet_names,),
-            }
+                "unet_name": (unet_names, {"default": unet_names[0] if unet_names else ""}),
+                "mode": (["fixed", "increment", "decrement", "random"], {"default": "fixed"}),
+            },
+            "hidden": {
+                "unique_id": "UNIQUE_ID",
+            },
         }
 
-    RETURN_TYPES = ("MODEL",)
+    RETURN_TYPES = ("MODEL", "STRING")
     FUNCTION = "load_unet"
     CATEGORY = "bootleg"
     TITLE = "Unet Loader (GGUF)"
 
-    def load_unet(self, unet_name, dequant_dtype=None, patch_dtype=None, patch_on_device=None):
+    def __init__(self):
+        self.base_model = None
+        self.current_model = None
+
+    def load_unet(self, mode, unet_name, dequant_dtype=None, patch_dtype=None, patch_on_device=None, unique_id=None):
+        # Get current list of available models
+        unet_names = folder_paths.get_filename_list("unet_gguf")
+        
+        # Initialize state if needed
+        if self.base_model is None:
+            self.base_model = unet_name if unet_name in unet_names else (unet_names[0] if unet_names else None)
+        if self.current_model is None:
+            self.current_model = self.base_model
+        
+        selected_model = None
+        
+        # Handle modes
+        if mode == "fixed":
+            selected_model = unet_name
+            self.base_model = selected_model
+            self.current_model = selected_model
+        
+        elif mode == "random":
+            if unet_names:
+                selected_model = random.choice(unet_names)
+                self.base_model = selected_model
+                self.current_model = selected_model
+        
+        elif mode in ["increment", "decrement"]:
+            # Validate current state
+            valid_current = self.current_model in unet_names
+            valid_base = self.base_model in unet_names
+            
+            # Determine starting point
+            start_point = None
+            if valid_current:
+                start_point = self.current_model
+            elif valid_base:
+                start_point = self.base_model
+            elif unet_names:
+                start_point = unet_names[0]
+            
+            # Process movement if valid start point
+            if start_point and unet_names:
+                idx = unet_names.index(start_point)
+                if mode == "increment":
+                    new_idx = (idx + 1) % len(unet_names)
+                else:  # decrement
+                    new_idx = (idx - 1) % len(unet_names)
+                
+                selected_model = unet_names[new_idx]
+                self.current_model = selected_model
+        
+        # Fallback if no selection made
+        if selected_model is None:
+            selected_model = unet_names[0] if unet_names else unet_name
+        
+        # Load the selected model - FIXED: use selected_model instead of unet_name
+        unet_path = folder_paths.get_full_path("unet", selected_model)
+        sd = gguf_sd_loader(unet_path)
+        
+        # Configure operations
         ops = GGMLOps()
 
         if dequant_dtype in ("default", None):
@@ -147,18 +216,16 @@ def load_unet(self, unet_name, dequant_dtype=None, patch_dtype=None, patch_on_de
         else:
             ops.Linear.patch_dtype = getattr(torch, patch_dtype)
 
-        # init model
-        unet_path = folder_paths.get_full_path("unet", unet_name)
-        sd = gguf_sd_loader(unet_path)
+        # Load model
         model = comfy.sd.load_diffusion_model_state_dict(
             sd, model_options={"custom_operations": ops}
         )
         if model is None:
-            logging.error("ERROR UNSUPPORTED UNET {}".format(unet_path))
-            raise RuntimeError("ERROR: Could not detect model type of: {}".format(unet_path))
+            raise RuntimeError(f"Unsupported UNET: {unet_path}")
+        
         model = GGUFModelPatcher.clone(model)
         model.patch_on_device = patch_on_device
-        return (model,)
+        return (model, selected_model)  # Return selected_model instead of unet_name
 
 class UnetLoaderGGUFAdvanced(UnetLoaderGGUF):
     @classmethod

From 1225cf118dd21da3d6527d9b9b9937f8974cc228 Mon Sep 17 00:00:00 2001
From: NeonLightning <neonlightning@gmail.com>
Date: Mon, 7 Jul 2025 21:21:05 -0400
Subject: [PATCH 2/2] Update nodes.py

---
 nodes.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/nodes.py b/nodes.py
index 93128ec..5db2836 100644
--- a/nodes.py
+++ b/nodes.py
@@ -142,7 +142,7 @@ def __init__(self):
         self.base_model = None
         self.current_model = None
 
-    def load_unet(self, mode, unet_name, dequant_dtype=None, patch_dtype=None, patch_on_device=None, unique_id=None):
+    def load_unet(self, unet_name, mode, dequant_dtype=None, patch_dtype=None, patch_on_device=None, unique_id=None):
         # Get current list of available models
         unet_names = folder_paths.get_filename_list("unet_gguf")