ComfyUI v0.24.1

Signed-off-by: bigcat88 <bigcat88@icloud.com>

comfy/ldm/ideogram4/model.py

@@ -174,7 +174,7 @@ class Ideogram4Transformer(nn.Module):
             llm = self.llm_cond_proj(llm) * text_mask
             h[:, :L_text] = h[:, :L_text] + llm
 
-        h = h + self.embed_image_indicator((indicator == OUTPUT_IMAGE_INDICATOR).to(torch.long), out_dtype=h.dtype)
+        h = h + self.embed_image_indicator((indicator == OUTPUT_IMAGE_INDICATOR).to(torch.long))
 
         # Qwen3-VL interleaved MRoPE; position_ids (B, L, 3) -> (3, L) (same across batch).
         freqs_cis = precompute_freqs_cis(
@@ -235,7 +235,7 @@ class Ideogram4Transformer2DModel(Ideogram4Transformer):
     def _run_conditional(self, x_chunk, context_chunk, attn_mask_chunk, t_chunk, gh, gw, transformer_options):
         B = x_chunk.shape[0]
         device = x_chunk.device
-        img_tokens = self._img_to_tokens(x_chunk)
+        img_tokens = self._img_to_tokens(x_chunk).to(self.dtype)
         L_img = img_tokens.shape[1]
         L_text = context_chunk.shape[1]
         L = L_text + L_img
@@ -268,7 +268,7 @@ class Ideogram4Transformer2DModel(Ideogram4Transformer):
     def _run_image_only(self, x_chunk, t_chunk, gh, gw, transformer_options):
         B = x_chunk.shape[0]
         device = x_chunk.device
-        img_tokens = self._img_to_tokens(x_chunk)
+        img_tokens = self._img_to_tokens(x_chunk).to(self.dtype)
         L_img = img_tokens.shape[1]
 
         position_ids = self._image_position_ids(gh, gw, device).unsqueeze(0).expand(B, L_img, 3)

comfy_api/latest/_ui.py

@@ -285,7 +285,7 @@ class AudioSaveHelper:
         results = []
         for batch_number, waveform in enumerate(audio["waveform"].cpu()):
             filename_with_batch_num = filename.replace("%batch_num%", str(batch_number))
-            file = f"{filename_with_batch_num}_{counter:05}.{format}"
+            file = f"{filename_with_batch_num}_{counter:05}_.{format}"
             output_path = os.path.join(full_output_folder, file)
 
             # Use original sample rate initially

comfy_extras/nodes_audio.py

@@ -158,7 +158,7 @@ class SaveAudio(IO.ComfyNode):
         return IO.Schema(
             node_id="SaveAudio",
             search_aliases=["export flac"],
-            display_name="Save Audio (FLAC) (Deprecated)",
+            display_name="Save Audio (FLAC)",
             category="audio",
             essentials_category="Audio",
             inputs=[
@@ -167,7 +167,6 @@ class SaveAudio(IO.ComfyNode):
             ],
             hidden=[IO.Hidden.prompt, IO.Hidden.extra_pnginfo],
             is_output_node=True,
-            is_deprecated=True,
         )
 
     @classmethod
@@ -187,7 +186,7 @@ class SaveAudioMP3(IO.ComfyNode):
         return IO.Schema(
             node_id="SaveAudioMP3",
             search_aliases=["export mp3"],
-            display_name="Save Audio (MP3) (Deprecated)",
+            display_name="Save Audio (MP3)",
             category="audio",
             essentials_category="Audio",
             inputs=[
@@ -197,7 +196,6 @@ class SaveAudioMP3(IO.ComfyNode):
             ],
             hidden=[IO.Hidden.prompt, IO.Hidden.extra_pnginfo],
             is_output_node=True,
-            is_deprecated=True,
         )
 
     @classmethod
@@ -219,7 +217,7 @@ class SaveAudioOpus(IO.ComfyNode):
         return IO.Schema(
             node_id="SaveAudioOpus",
             search_aliases=["export opus"],
-            display_name="Save Audio (Opus) (Deprecated)",
+            display_name="Save Audio (Opus)",
             category="audio",
             inputs=[
                 IO.Audio.Input("audio"),
@@ -228,7 +226,6 @@ class SaveAudioOpus(IO.ComfyNode):
             ],
             hidden=[IO.Hidden.prompt, IO.Hidden.extra_pnginfo],
             is_output_node=True,
-            is_deprecated=True,
         )
 
     @classmethod
@@ -244,54 +241,6 @@ class SaveAudioOpus(IO.ComfyNode):
     save_opus = execute  # TODO: remove
 
 
-class SaveAudioAdvanced(IO.ComfyNode):
-    @classmethod
-    def define_schema(cls):
-        return IO.Schema(
-            node_id="SaveAudioAdvanced",
-            search_aliases=["save audio", "export audio", "output audio", "write audio", "flac", "mp3", "opus"],
-            display_name="Save Audio (Advanced)",
-            description="Saves the input audio to your ComfyUI output directory.",
-            category="audio",
-            inputs=[
-                IO.Audio.Input("audio", tooltip="The audio to save."),
-                IO.String.Input(
-                    "filename_prefix",
-                    default="audio/ComfyUI",
-                    tooltip=(
-                        "The prefix for the file to save. May include formatting tokens "
-                        "such as %date:yyyy-MM-dd%."
-                    ),
-                ),
-                IO.DynamicCombo.Input(
-                    "format",
-                    options=[
-                        IO.DynamicCombo.Option("flac", []),
-                        IO.DynamicCombo.Option("mp3", [
-                            IO.Combo.Input("quality", options=["V0", "128k", "320k"], default="V0"),
-                        ]),
-                        IO.DynamicCombo.Option("opus", [
-                            IO.Combo.Input("quality", options=["64k", "96k", "128k", "192k", "320k"], default="128k"),
-                        ]),
-                    ],
-                    tooltip="The file format in which to save the audio.",
-                ),
-            ],
-            hidden=[IO.Hidden.prompt, IO.Hidden.extra_pnginfo],
-            is_output_node=True,
-        )
-
-    @classmethod
-    def execute(cls, audio, filename_prefix: str, format: dict) -> IO.NodeOutput:
-        file_format = format.get("format", None)
-        quality = format.get("quality", None)
-        if quality:
-            ui=UI.AudioSaveHelper.get_save_audio_ui(audio, filename_prefix=filename_prefix, cls=cls, format=file_format, quality=quality)
-        else:
-            ui=UI.AudioSaveHelper.get_save_audio_ui(audio, filename_prefix=filename_prefix, cls=cls, format=file_format)
-        return IO.NodeOutput(ui=ui)
-
-
 class PreviewAudio(IO.ComfyNode):
     @classmethod
     def define_schema(cls):
@@ -873,7 +822,6 @@ class AudioExtension(ComfyExtension):
             SaveAudio,
             SaveAudioMP3,
             SaveAudioOpus,
-            SaveAudioAdvanced,
             LoadAudio,
             PreviewAudio,
             ConditioningStableAudio,

comfy_extras/nodes_dataset.py

@@ -411,21 +411,6 @@ class ImageProcessingNode(io.ComfyNode):
 
         return has_group
 
-    @classmethod
-    def _ensure_image_list(cls, images):
-        """Normalize to a flat list of [1, H, W, C] tensors."""
-        if isinstance(images, torch.Tensor):
-            if images.ndim != 4:
-                raise ValueError(f"Expected 4D image tensor, got shape {tuple(images.shape)}")
-            return [images[i:i+1] for i in range(images.shape[0])]
-
-        flat = []
-        for item in images:
-            if not isinstance(item, torch.Tensor) or item.ndim != 4:
-                raise ValueError(f"Expected 4D image tensor, got {type(item).__name__} shape {getattr(item, 'shape', None)}")
-            flat.extend([item[i:i+1] for i in range(item.shape[0])])
-        return flat
-
     @classmethod
     def define_schema(cls):
         if cls.node_id is None:
@@ -473,9 +458,6 @@ class ImageProcessingNode(io.ComfyNode):
         """Execute the node. Routes to _process or _group_process based on mode."""
         is_group = cls._detect_processing_mode()
 
-        if is_group:
-            images = cls._ensure_image_list(images)
-
         # Extract scalar values from lists for parameters
         params = {}
         for k, v in kwargs.items():

comfyui_version.py

@@ -1,3 +1,3 @@
 # This file is automatically generated by the build process when version is
 # updated in pyproject.toml.
-__version__ = "0.24.0"
+__version__ = "0.24.1"

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "ComfyUI"
-version = "0.24.0"
+version = "0.24.1"
 readme = "README.md"
 license = { file = "LICENSE" }
 requires-python = ">=3.10"

requirements.txt

@@ -1,4 +1,4 @@
-comfyui-frontend-package==1.45.15
+comfyui-frontend-package==1.44.19
 comfyui-workflow-templates==0.9.98
 comfyui-embedded-docs==0.5.2
 torch