29 Commits

Author SHA1 Message Date
Will Miao
1ae1b0d607 refactor: move No LoRA feature from LoRA Pool to Lora Cycler widget
Move the 'empty/no LoRA' cycling functionality from the LoRA Pool node
to the Lora Cycler widget for cleaner architecture:

Frontend changes:
- Add include_no_lora field to CyclerConfig interface
- Add includeNoLora state and logic to useLoraCyclerState composable
- Add toggle UI in LoraCyclerSettingsView with special styling
- Show 'No LoRA' entry in LoraListModal when enabled
- Update LoraCyclerWidget to integrate new logic

Backend changes:
- lora_cycler.py reads include_no_lora from config
- Calculate effective_total_count (actual count + 1 when enabled)
- Return empty lora_stack when on No LoRA position
- Return actual LoRA count in total_count (not effective count)

Reverted files to pre-PR state:
- lora_loader.py, lora_pool.py, lora_randomizer.py, lora_stacker.py
- lora_routes.py, lora_service.py
- LoraPoolWidget.vue and related files

Related to PR #861

Co-authored-by: dogatech <dogatech@dogatech.home>
2026-03-19 14:19:49 +08:00
dogatech
8dd849892d Allow for empty lora (no loras option) in Lora Pool 2026-03-19 09:23:03 +08:00
Will Miao
fc98c752dc Fix Windows FileNotFoundError when loading LoRAs from lora_stack
lora_stack stores relative paths (e.g., 'Illustrious/style/file.safetensors'),
but comfy.utils.load_torch_file requires absolute paths. Previously, when
loading LoRAs from lora_stack, the relative path was passed directly to the
low-level API, causing FileNotFoundError on Windows.

This fix extracts the lora name from the relative path and uses
get_lora_info_absolute() to resolve the full absolute path before passing
it to load_torch_file(). This maintains compatibility with the lora_stack
format while ensuring correct file loading across all platforms.

Fixes: FileNotFoundError for relative paths in LoraLoaderLM and LoraTextLoaderLM
when processing lora_stack input.
2026-02-25 00:01:41 +08:00
Will Miao
70398ed985 feat(lora-loader): Load LoRAs using lower-level API to bypass folder_paths validation
- Add get_lora_info_absolute() function to return absolute file paths
- Replace LoraLoader().load_lora() with comfy.utils.load_torch_file() +
  comfy.sd.load_lora_for_models() to enable loading LoRAs from any path
- This allows LoRA Manager to load LoRAs from non-standard paths (multi-library support)
- Fixes #805
2026-02-23 18:06:15 +08:00
Will Miao
41101ad5c6 refactor(nodes): standardize node class names with LM suffix
Rename all node classes to use consistent 'LM' suffix pattern:
- LoraCyclerNode → LoraCyclerLM
- LoraManagerLoader → LoraLoaderLM
- LoraManagerTextLoader → LoraTextLoaderLM
- LoraStacker → LoraStackerLM
- LoraRandomizerNode → LoraRandomizerLM
- LoraPoolNode → LoraPoolLM
- WanVideoLoraSelectFromText → WanVideoLoraTextSelectLM
- DebugMetadata → DebugMetadataLM
- TriggerWordToggle → TriggerWordToggleLM
- PromptLoraManager → PromptLM

Updated:
- Core node class definitions (9 files)
- NODE_CLASS_MAPPINGS in __init__.py
- Node type mappings in node_extractors.py
- All related test imports and references
- Logger prefixes for consistency

Frontend extension names remain unchanged (LoraManager.LoraStacker, etc.)
2026-01-25 10:38:10 +08:00
Will Miao
d655fb8008 feat(nodes): improve placeholder text for LoRA autocomplete input 2026-01-25 09:10:16 +08:00
Will Miao
194f2f702c refactor: replace comfy built-in text widget with custome autocomplete text widget for better event handler binding
- Change `STRING` input type to `AUTOCOMPLETE_TEXT_LORAS` in LoraManagerLoader, LoraStacker, and WanVideoLoraSelectLM nodes for LoRA syntax input
- Change `STRING` input type to `AUTOCOMPLETE_TEXT_EMBEDDINGS` in PromptLoraManager node for prompt input
- Remove manual multiline, autocomplete, and dynamicPrompts configurations in favor of built-in autocomplete types
- Update placeholder text for consistency across nodes
- Remove unused `setupInputWidgetWithAutocomplete` mock from frontend tests
- Add Vue app cleanup logic to prevent memory leaks in widget management
2026-01-25 08:30:06 +08:00
Will Miao
49b9b7a5ea feat(lora): remove deprecated defaultInput, use only forceInput 2025-10-21 11:55:51 +08:00
Will Miao
c48095d9c6 feat: replace IO type imports with string literals
Remove direct imports of IO type constants from comfy.comfy_types and replace them with string literals "STRING" in input type definitions and return types. This improves code portability and reduces dependency on external type definitions.

Changes made across multiple files:
- Remove `from comfy.comfy_types import IO` imports
- Replace `IO.STRING` with "STRING" in INPUT_TYPES and RETURN_TYPES
- Move CLIPTextEncode import to function scope in prompt.py for better dependency management

This refactor maintains the same functionality while making the code more self-contained and reducing external dependencies.
2025-10-14 09:12:55 +08:00
Will Miao
fc6f1bf95b fix(lora_loader): remove unnecessary string stripping from lora names in loaders, fixes #441 2025-09-19 11:17:19 +08:00
Will Miao
af4cbe2332 feat: Add LoraManagerTextLoader for loading LoRAs from text syntax with enhanced parsing 2025-08-20 18:16:29 +08:00
Will Miao
32d2b6c013 fix: disable pysssss autocomplete in Lora-related nodes
Disable PySSSS autocomplete functionality in:
- Lora Loader
- Lora Stacker
- WanVideo Lora Select node
2025-08-19 08:54:12 +08:00
Will Miao
5de16a78c5 refactor: Replace asyncio.run with synchronous get_lora_info calls in LoraManagerLoader, LoraStacker, WanVideoLoraSelect, and ApiRoutes. See #282 2025-07-11 07:24:33 +08:00
Will Miao
cad5fb3fba feat: Add mock module creation for py/nodes directory to prevent loading modules from the nodes directory 2025-06-30 20:19:37 +08:00
Will Miao
71762d788f Add Lora Loader node support for Nunchaku SVDQuant FLUX model architecture with template workflow. Fixes #255 2025-06-29 23:57:50 +08:00
Will Miao
fa08c9c3e4 Update version to 0.8.13; enhance recipe management and source tracking features in release notes 2025-05-09 11:38:46 +08:00
Will Miao
969f949330 refactor(lora-loader, lora-stacker, loras-widget): enhance handling of model and clip strengths; update formatting and UI interactions. Fixes https://github.com/willmiao/ComfyUI-Lora-Manager/issues/171 2025-05-09 11:05:59 +08:00
Will Miao
9bb9e7b64d refactor: Extract common methods for Lora handling into utils.py and update references in lora_loader.py and lora_stacker.py 2025-04-20 21:35:36 +08:00
Will Miao
0459710c9b Made CLIP input optional in LoRA Loader, enabling compatibility with Hunyuan workflows 2025-03-26 21:50:26 +08:00
Will Miao
e7dffbbb1e Refactor LoRA handling in LoraLoader, LoraStacker, and TriggerWordToggle
- Introduced logging to track unexpected formats in LoRA and trigger word data.
- Refactored LoRA processing to support both old and new kwargs formats in LoraLoader and LoraStacker.
- Enhanced trigger word processing to handle different data formats in TriggerWordToggle.
- Improved code readability and maintainability by extracting common logic into helper methods.
2025-03-22 15:56:37 +08:00
Will Miao
756ad399bf Enhance LoraManagerLoader to include formatted loaded_loras in return values, improving data output for loaded LoRAs. 2025-03-15 10:45:32 +08:00
Will Miao
79ebe25bc2 Add lora stacker support and fix TriggerWord Toggle node 2025-03-11 20:46:40 +08:00
Will Miao
ad56cafd62 checkpoint 2025-03-11 19:29:31 +08:00
Will Miao
f48b954fb7 Add group mode for TriggerWord Toggle 2025-03-11 11:12:37 +08:00
Will Miao
988d298008 Fix serialize issue caused by comfy by a workaround of adding dummy items 2025-03-02 17:09:01 +08:00
Will Miao
1c329ac6ca checkpoint 2025-03-02 09:21:01 +08:00
Will Miao
002823c6cf Enhance lora loader done 2025-03-01 15:02:48 +08:00
Will Miao
ebe80e30ab Enhance lora loader 2025-03-01 09:10:14 +08:00
Will Miao
2d72044d66 Reorganize python files 2025-02-24 20:41:16 +08:00