ComfyUI Node: FLUX Klein 9B Analyzer + Selective Loader V2

Authored by shootthesound

Created

Updated

535 stars

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Category

loaders/lora

Inputs

model MODEL
positive CONDITIONING
negative CONDITIONING
lora_name
    strength FLOAT
    preset
    • Default
    • All Off
    • Half Strength
    • Double Only
    • Single Only
    • High Impact (Double 4-7)
    • Late Singles (12-23)
    • Evens Only
    • Odds Only
    • Custom
    double_0 BOOLEAN
    double_0_str FLOAT
    double_1 BOOLEAN
    double_1_str FLOAT
    double_2 BOOLEAN
    double_2_str FLOAT
    double_3 BOOLEAN
    double_3_str FLOAT
    double_4 BOOLEAN
    double_4_str FLOAT
    double_5 BOOLEAN
    double_5_str FLOAT
    double_6 BOOLEAN
    double_6_str FLOAT
    double_7 BOOLEAN
    double_7_str FLOAT
    single_0 BOOLEAN
    single_0_str FLOAT
    single_1 BOOLEAN
    single_1_str FLOAT
    single_2 BOOLEAN
    single_2_str FLOAT
    single_3 BOOLEAN
    single_3_str FLOAT
    single_4 BOOLEAN
    single_4_str FLOAT
    single_5 BOOLEAN
    single_5_str FLOAT
    single_6 BOOLEAN
    single_6_str FLOAT
    single_7 BOOLEAN
    single_7_str FLOAT
    single_8 BOOLEAN
    single_8_str FLOAT
    single_9 BOOLEAN
    single_9_str FLOAT
    single_10 BOOLEAN
    single_10_str FLOAT
    single_11 BOOLEAN
    single_11_str FLOAT
    single_12 BOOLEAN
    single_12_str FLOAT
    single_13 BOOLEAN
    single_13_str FLOAT
    single_14 BOOLEAN
    single_14_str FLOAT
    single_15 BOOLEAN
    single_15_str FLOAT
    single_16 BOOLEAN
    single_16_str FLOAT
    single_17 BOOLEAN
    single_17_str FLOAT
    single_18 BOOLEAN
    single_18_str FLOAT
    single_19 BOOLEAN
    single_19_str FLOAT
    single_20 BOOLEAN
    single_20_str FLOAT
    single_21 BOOLEAN
    single_21_str FLOAT
    single_22 BOOLEAN
    single_22_str FLOAT
    single_23 BOOLEAN
    single_23_str FLOAT
    other_weights BOOLEAN
    other_weights_str FLOAT
    lora_path_opt STRING
    schedule_preset
    • Custom
    • Constant 1.0 (No Change)
    • Linear In (0→1)
    • Linear Out (1→0)
    • Ease In (slow start)
    • Ease Out (slow end)
    • Ease In-Out
    • Bell Curve (peak middle)
    • Wide Bell
    • Sharp Bell
    • High Start → Cut Low
    • High Start → Cut Off
    • High Early → Fade
    • Low Start → Ramp Late
    • Off → Kick In Late
    • Low → Boost End
    • Step Up Mid
    • Step Down Mid
    • Two Steps Up
    • Pulse Early
    • Pulse Mid
    • Pulse Late
    • Constant Half
    • Constant Low
    • INV: Linear In (1→0)
    • INV: Linear Out (0→1)
    • INV: Ease In
    • INV: Ease Out
    • INV: Ease In-Out
    • INV: Bell (dip middle)
    • INV: Wide Bell
    • INV: Sharp Bell
    • INV: Low Start → Boost High
    • INV: Low Start → Full On
    • INV: Low Early → Build
    • INV: High Start → Drop Late
    • INV: Full → Cut Off Late
    • INV: High → Drop End
    • INV: Step Down Mid
    • INV: Step Up Mid
    • INV: Two Steps Down
    • INV: Dip Early
    • INV: Dip Mid
    • INV: Dip Late
    strength_schedule STRING
    save_refined_lora BOOLEAN
    save_path STRING
    save_filename STRING

    Outputs

    MODEL

    CONDITIONING

    CONDITIONING

    STRING

    STRING

    Extension: Realtime LoRA Trainer

    Train, analyze, selectively load, and extract/merge LoRAs inside ComfyUI. Supports Z-Image, Qwen Image, Qwen Image Edit, SDXL, FLUX, FLUX Klein, Wan 2.2, and SD 1.5. Includes LoRA layer analyzers, selective block loaders, model layer editors, and text-encoder debiasing/inspection tools.

    Authored by shootthesound

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    Run ComfyUI workflows without the setup

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