silveroxides cffb92aa06 fix: Add HuggingFace LoRA format support (.lora.down.weight/.lora.up.weight)
- Add detection for HuggingFace format in detect_lora_format()
- Strip trailing .lora suffix in extract_core_layer_lora() for proper key matching
- Applied fix to resize_lora_via_base, merge_multi_loras_via_base, and merge_loras_to_model
2026-01-15 02:43:42 +01:00
2025-12-18 21:22:10 +01:00
2025-03-12 10:41:58 +01:00

ComfyUI-ModelUtils

A collection of ComfyUI custom nodes for inspecting, modifying, merging, and creating model files. Supports Models, TextEncoders, LoRAs, Checkpoints, and Embeddings.

Features

  • MetaKeys – Inspect and display metadata and tensor keys from model files
  • RenameKeys – Batch rename tensor keys using pattern matching
  • PruneKeys – Remove unwanted layers/keys from models
  • Mergers – Combine 2 or 3 models with configurable blend modes and ratios
  • LoRA Extraction – Extract LoRA adapters from model pairs using various SVD rank selection methods (Fixed, Ratio, Quantile, Knee-detection, Frobenius-norm)

Example Workflows

Get Meta and Keys
📥 GetMetaAndkeys.json


LoRA Extraction Nodes
📥 LoRA_Extract_nodes.json


Merging Examples
📥 Merging_Examples.json


Rename Keys in Model
📥 RenameKeysInModel.json

Acknowledgements

The LoRA extraction functionality was inspired by and references the excellent work from:

License

See LICENSE for details.

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Readme GPL-3.0
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Python 100%