Nodes/ComfyUI Easy Use/EasyLoraStack
ComfyUI Node Runs on cloud

EasyLoraStack

Stack up to 10 LoRAs in one node, toggle the lot

By yolain·Created 3 years ago·Updated 8 days ago· 2,633
EasyLoraStack
  • optional_lora_stack
  • lora_stack
toggle
mode
num_loras1
lora_1_nameNone
lora_1_strength1.00
lora_1_model_strength1.00
lora_1_clip_strength1.00
lora_2_nameNone
lora_2_strength1.00
lora_2_model_strength1.00
lora_2_clip_strength1.00
lora_3_nameNone
lora_3_strength1.00
lora_3_model_strength1.00
lora_3_clip_strength1.00
lora_4_nameNone
lora_4_strength1.00
lora_4_model_strength1.00
lora_4_clip_strength1.00
lora_5_nameNone
lora_5_strength1.00
lora_5_model_strength1.00
lora_5_clip_strength1.00
lora_6_nameNone
lora_6_strength1.00
lora_6_model_strength1.00
lora_6_clip_strength1.00
lora_7_nameNone
lora_7_strength1.00
lora_7_model_strength1.00
lora_7_clip_strength1.00
lora_8_nameNone
lora_8_strength1.00
lora_8_model_strength1.00
lora_8_clip_strength1.00
lora_9_nameNone
lora_9_strength1.00
lora_9_model_strength1.00
lora_9_clip_strength1.00
lora_10_nameNone
lora_10_strength1.00
lora_10_model_strength1.00
lora_10_clip_strength1.00

Chaining LoRA loaders one after another gets ugly fast - five LoRAs means five nodes and ten wires. easy loraStack collapses that into a single node: pick up to 10 LoRAs, set each one's strength, and it outputs one tidy LORA_STACK you apply in one place. There's a master toggle to switch the whole stack on and off without unplugging anything, and you can chain stacks together. If you run more than a LoRA or two, this is the node that keeps your graph readable.

Why stack LoRAs at all

A LoRA is a small adapter that patches a checkpoint to add a character, style, or concept without a full fine-tune, and mixing a few is standard practice - a style LoRA plus a character LoRA plus a detail LoRA, each dialed to taste. The catch everyone learns once: LoRAs are architecture-bound. An SDXL LoRA does nothing on Flux, and even Pony, Illustrious and vanilla SDXL LoRAs cross over unreliably despite sharing plumbing. So every LoRA in one stack should target the same base model. Get that wrong and you don't get an error so much as an image that just ignores the LoRA.

The inputs and outputs that matter

  • toggle - the master on/off for the whole stack. Flip it off to A/B "with vs. without LoRAs" in one click.
  • mode - simple gives each LoRA a single strength; advanced splits it into separate model and clip strengths, for when you want the visual effect without dragging the LoRA's trigger words into your prompt (or vice versa).
  • num_loras - how many LoRA slots to show (1–10). The node grows to match.
  • lora_N_name and lora_N_strength (plus lora_N_model_strength / lora_N_clip_strength in advanced mode) - pick the file and set the weight per slot.

Optional optional_lora_stack lets you feed in another stack to extend it - that's how you go past 10 or combine stacks from different parts of your graph. The single output is lora_stack (LORA_STACK), which you feed into a stack-applier (like easy loraStackApply) or an Easy-Use loader that accepts a stack. Note this node builds the stack; it doesn't patch your model by itself - applying it is a separate step.

Installing it

Ships with the pack. Install ComfyUI-Easy-Use via ComfyUI Manager (search ComfyUI Easy Use, restart) or:

cd ComfyUI/custom_nodes
git clone https://github.com/yolain/ComfyUI-Easy-Use

Install requirements, restart. It reads whatever LoRAs are already in your models/loras folder.

Where it bites

On strength: the old 0.5–0.8 rule of thumb is SDXL-era advice and doesn't travel. Stacking several LoRAs near 1.0 stomps on each other and blows out the image - pull each one down when you combine them. On newer bases the numbers flip; on Z-Image, for instance, people run 1.0 and above because dropping it costs the likeness. So don't copy strengths across architectures; tune per base.

The other trap is forgetting the stack does nothing until it's applied. If your LoRAs seem to have no effect, check that the lora_stack output is actually feeding an applier or a loader - a stack that outputs into thin air is the most common "why isn't my LoRA working" here. And keep every LoRA in the stack on the same base model; mixed architectures are the quiet failure that eats an afternoon.

CategoryEasyUse/Loaders

Inputs (44)

NameTypeDefaultDescription
toggleBOOLEAN
modeCOMBO2 options: simple, advanced
num_lorasINT11–10
optional_lora_stackoptLORA_STACK
lora_1_nameoptCOMBONone1 options: None
lora_1_strengthoptFLOAT1.00-10–10
lora_1_model_strengthoptFLOAT1.00-10–10
lora_1_clip_strengthoptFLOAT1.00-10–10
lora_2_nameoptCOMBONone1 options: None
lora_2_strengthoptFLOAT1.00-10–10
lora_2_model_strengthoptFLOAT1.00-10–10
lora_2_clip_strengthoptFLOAT1.00-10–10
lora_3_nameoptCOMBONone1 options: None
lora_3_strengthoptFLOAT1.00-10–10
lora_3_model_strengthoptFLOAT1.00-10–10
lora_3_clip_strengthoptFLOAT1.00-10–10
lora_4_nameoptCOMBONone1 options: None
lora_4_strengthoptFLOAT1.00-10–10
lora_4_model_strengthoptFLOAT1.00-10–10
lora_4_clip_strengthoptFLOAT1.00-10–10
lora_5_nameoptCOMBONone1 options: None
lora_5_strengthoptFLOAT1.00-10–10
lora_5_model_strengthoptFLOAT1.00-10–10
lora_5_clip_strengthoptFLOAT1.00-10–10
lora_6_nameoptCOMBONone1 options: None
lora_6_strengthoptFLOAT1.00-10–10
lora_6_model_strengthoptFLOAT1.00-10–10
lora_6_clip_strengthoptFLOAT1.00-10–10
lora_7_nameoptCOMBONone1 options: None
lora_7_strengthoptFLOAT1.00-10–10
lora_7_model_strengthoptFLOAT1.00-10–10
lora_7_clip_strengthoptFLOAT1.00-10–10
lora_8_nameoptCOMBONone1 options: None
lora_8_strengthoptFLOAT1.00-10–10
lora_8_model_strengthoptFLOAT1.00-10–10
lora_8_clip_strengthoptFLOAT1.00-10–10
lora_9_nameoptCOMBONone1 options: None
lora_9_strengthoptFLOAT1.00-10–10
lora_9_model_strengthoptFLOAT1.00-10–10
lora_9_clip_strengthoptFLOAT1.00-10–10
lora_10_nameoptCOMBONone1 options: None
lora_10_strengthoptFLOAT1.00-10–10
lora_10_model_strengthoptFLOAT1.00-10–10
lora_10_clip_strengthoptFLOAT1.00-10–10

Outputs (1)

NameTypeDescription
lora_stackLORA_STACK