feat(nodes): warn on duplicate LoRA loads

py/nodes/lora_loader.py

@@ -103,7 +103,39 @@ def _prepare_lora(lora, model, name):
     return remapped
 
 
+def _warn_duplicate_entries(lora_entries: list[dict]) -> None:
+    """Warn when the same LoRA file appears more than once in one load call.
+
+    Entries are still loaded exactly as provided; this only surfaces accidental
+    double loads such as a stack plus its own derived text syntax.
+    """
+    entries_by_path: dict[str, list[dict]] = {}
+    for entry in lora_entries:
+        path = entry.get("absolute_path") or entry.get("input_path")
+        if not path:
+            continue
+        key = os.path.normcase(os.path.abspath(path))
+        entries_by_path.setdefault(key, []).append(entry)
+
+    for entries in entries_by_path.values():
+        if len(entries) < 2:
+            continue
+        strengths = ", ".join(
+            f"{entry['model_strength']}/{entry['clip_strength']}" for entry in entries
+        )
+        logger.warning(
+            "LoRA '%s' (%s) appears %d times in the same loader input "
+            "(model/clip strengths: %s). All entries will be loaded as provided; "
+            "if this is intentional, ignore this warning.",
+            entries[0]["name"],
+            entries[0].get("absolute_path") or entries[0].get("input_path"),
+            len(entries),
+            strengths,
+        )
+
+
 def _apply_entries(model, clip, lora_entries, nunchaku_model_kind):
+    _warn_duplicate_entries(lora_entries)
     loaded_loras = []
     all_trigger_words = []
 

tests/nodes/test_lora_loader.py

@@ -1,3 +1,5 @@
+import logging
+import os
 import types
 
 import pytest
@@ -178,6 +180,71 @@ def test_lora_text_loader_qwen_batches_text_and_stack(monkeypatch):
     assert loaded_loras == "<lora:stack_qwen:0.6> <lora:text_qwen:1.2>"
 
 
+def test_lora_text_loader_warns_on_duplicate_path_but_loads_both(monkeypatch, caplog):
+    loader = LoraTextLoaderLM()
+    model = _Model(object())
+    clip = object()
+
+    monkeypatch.setattr(
+        "py.nodes.lora_loader.get_lora_info_absolute",
+        lambda name: ("/abs/same.safetensors", ["same_trigger"]),
+    )
+
+    load_calls = []
+
+    def mock_load_torch_file(path, safe_load=True):
+        load_calls.append(path)
+        return {"path": path}
+
+    monkeypatch.setattr("comfy.utils.load_torch_file", mock_load_torch_file)
+    monkeypatch.setattr(
+        "comfy.sd.load_lora_for_models",
+        lambda model_arg, clip_arg, lora_arg, model_strength, clip_strength: (model_arg, clip_arg),
+    )
+
+    with caplog.at_level(logging.WARNING, logger="py.nodes.lora_loader"):
+        _, _, trigger_words, loaded_loras = loader.load_loras_from_text(
+            model,
+            "<lora:same:1.0>",
+            clip=clip,
+            lora_stack=[("same.safetensors", 1.0, 1.0)],
+        )
+
+    assert load_calls == ["/abs/same.safetensors", "/abs/same.safetensors"]
+    assert trigger_words == "same_trigger,, same_trigger"
+    assert loaded_loras == "<lora:same:1.0> <lora:same:1.0>"
+    assert "appears 2 times" in caplog.text
+    assert "/abs/same.safetensors" in caplog.text
+
+
+def test_lora_loader_does_not_warn_for_same_basename_in_different_folders(monkeypatch, caplog):
+    loader = LoraLoaderLM()
+    model = _Model(object())
+
+    def resolve(name):
+        if os.path.isabs(name):
+            return name, []
+        return f"/abs/b/{name}.safetensors", []
+
+    monkeypatch.setattr("py.nodes.lora_loader.get_lora_info_absolute", resolve)
+    monkeypatch.setattr("comfy.utils.load_torch_file", lambda path, safe_load=True: {"path": path})
+    monkeypatch.setattr(
+        "comfy.sd.load_lora_for_models",
+        lambda model_arg, clip_arg, lora_arg, model_strength, clip_strength: (model_arg, clip_arg),
+    )
+
+    with caplog.at_level(logging.WARNING, logger="py.nodes.lora_loader"):
+        _, _, _, loaded_loras = loader.load_loras(
+            model,
+            "",
+            lora_stack=[("/abs/a/same.safetensors", 1.0, 1.0)],
+            loras={"__value__": [{"active": True, "name": "same", "strength": 1.0}]},
+        )
+
+    assert loaded_loras == "<lora:same:1.0> <lora:same:1.0>"
+    assert "appears 2 times" not in caplog.text
+
+
 def test_lora_loader_qwen_model_raises_clear_error_when_helper_import_fails(monkeypatch):
     qwen_model = _Model(type("NunchakuQwenImageTransformer2DModel", (), {})())
     loader = LoraLoaderLM()