ComfyUI Node
🛡️ Easy LoRA Studio
A ComfyUI node in LoRA/Universal with 15 inputs and 5 outputs.
🛡️ Easy LoRA Studio
- model
- clip
- lora_data
- lora
- model
- clip
- output_path
- forensic_report
◄lora▾►
◄target_formatauto►
◄compression_modeoriginal►
◄target_rank128►
◄bake_custom_scale1.00►
◄save_triggerfalse►
◄filenameconverted_lora►
◄te_modeoriginal►
◄te_weight1.00►
◄precisionauto►
◄deviceauto►
◄save_folder/tmp/ComfyUI/models/loras►
CategoryLoRA/Universal
Inputs (15)
| Name | Type | Default | Description |
|---|---|---|---|
| lora | COMBO | 1 options: None | |
| target_format | COMBO | auto | Auto‑select optimal format based on LoRA structure; otherwise choose manually. Standard (WebUI/Neo) = underscore + lora_down/up; Comfy Native = dot + lora_A/B; Forge‑Optimized = underscore + prefix mapping for Flux |
| compression_mode | COMBO | original | Original: no compression. Auto-fast: fast randomized SVD preserving 95% energy. Auto-full: full precision SVD preserving 95% energy (slower). Manual: use target rank slider. |
| target_rank | INT | 1281–320 | Target rank for manual compression (1‑320). Ignored if compression_mode is not manual. |
| bake_custom_scale | FLOAT | 1.00-10–10 | Multiply up‑weight tensors (lora_up.weight/lora_B.weight) by this factor before baking (e.g., 0.5 weakens the LoRA, 2.0 strengthens). Note: down‑weights are not scaled to avoid double‑strength effect. |
| save_trigger | BOOLEAN | false | — |
| filename | STRING | converted_lora | — |
| modelopt | MODEL | — | |
| clipopt | CLIP | — | |
| lora_dataopt | LORA | — | |
| te_modeopt | COMBO | original | Control Text Encoder weights: original (keep as‑is), remove (strip TE keys), scale (multiply by te_weight) |
| te_weightopt | FLOAT | 1.000–5 | Multiplier for TE weights when te_mode is 'scale' |
| precisionopt | COMBO | auto | 4 options: auto, float32, bfloat16, float16 |
| deviceopt | COMBO | auto | 3 options: auto, cuda, cpu |
| save_folderopt | STRING | /tmp/ComfyUI/models/loras | — |
Outputs (5)
| Name | Type | Description |
|---|---|---|
| lora | LORA | — |
| model | MODEL | — |
| clip | CLIP | — |
| output_path | STRING | — |
| forensic_report | STRING | — |