Multiple Fixes

Fixed Memory Leaks: Added explicit cleanup of partial replicas if cloning fails mid-process
Better Error Handling: Exception handling in worker() now properly returns exceptions rather than raising, allowing cleanup of other threads
Thread Safety: Removed unused imports and ensured proper synchronization points for CUDA/XPU devices
Robust Splitting: Fixed split_batch to handle mixed lists of tensors and non-tensors correctly
Cleanup Safety: cleanup_parallel_model now handles cases where the model was partially initialized
VRAM Management: Added soft_empty_cache calls between cloning operations to prevent OOM when cloning to multiple devices
Management: Added auto balance to improve performance
Attribute Handling: Improved clone_module_simple to better handle missing attributes in layer reconstruction
Config Extraction: Added serialization check to extract_model_config to prevent storing non-serializable objects

pyproject.toml

@@ -2,7 +2,7 @@
 [project]
 name = "ComfyUI-ParallelAnything" # Unique identifier for your node. Immutable after creation.
 description = "This suite of nodes unlocks high-performance parallel processing in ComfyUI by utilizing **Model Replication**. Unlike standard offloading which moves a single model instance between devices, these nodes create independent replicas of the model on each selected GPU/CPU, allowing for true simultaneous batch processing."
-version = "1.0.2" # Custom Node version. Must be semantically versioned.
+version = "1.0.3" # Custom Node version. Must be semantically versioned.
 license = { file = "LICENSE.txt" }
 dependencies  = [] # Filled in from requirements.txt
 
@@ -12,6 +12,4 @@ Repository = "https://github.com/FearL0rd/ComfyUI-ParallelAnything"
 [tool.comfy]
 PublisherId = "fearl0rd" # TODO (fill in Publisher ID from Comfy Registry Website).
 DisplayName = "ComfyUI-ParallelAnything" # Display name for the Custom Node. Can be changed later.
-
-Icon = "https://raw.githubusercontent.com/FearL0rd/ComfyUI-ParallelAnything/refs/heads/main/icon.png" # SVG, PNG, JPG or GIF (MAX. 800x400px)
-
+Icon = "https://raw.githubusercontent.com/FearL0rd/ComfyUI-ParallelAnything/refs/heads/main/icon.png" # SVG, PNG, JPG or GIF (MAX. 800x400px)