ComfyUI Node: Wan Analyzer + Selective Loader V2

Authored by shootthesound

Created

Updated

348 stars

Category

loaders/lora

Inputs

model MODEL
positive CONDITIONING
negative CONDITIONING
lora_name
    strength FLOAT
    preset
    • Default
    • All Off
    • Half Strength
    • Late Only (30-39)
    • Mid-Late (20-39)
    • Skip Early (10-39)
    • Mid Only (15-25)
    • Early Only (0-19)
    • Evens Only
    • Odds Only
    • Custom
    block_0 BOOLEAN
    block_0_str FLOAT
    block_1 BOOLEAN
    block_1_str FLOAT
    block_2 BOOLEAN
    block_2_str FLOAT
    block_3 BOOLEAN
    block_3_str FLOAT
    block_4 BOOLEAN
    block_4_str FLOAT
    block_5 BOOLEAN
    block_5_str FLOAT
    block_6 BOOLEAN
    block_6_str FLOAT
    block_7 BOOLEAN
    block_7_str FLOAT
    block_8 BOOLEAN
    block_8_str FLOAT
    block_9 BOOLEAN
    block_9_str FLOAT
    block_10 BOOLEAN
    block_10_str FLOAT
    block_11 BOOLEAN
    block_11_str FLOAT
    block_12 BOOLEAN
    block_12_str FLOAT
    block_13 BOOLEAN
    block_13_str FLOAT
    block_14 BOOLEAN
    block_14_str FLOAT
    block_15 BOOLEAN
    block_15_str FLOAT
    block_16 BOOLEAN
    block_16_str FLOAT
    block_17 BOOLEAN
    block_17_str FLOAT
    block_18 BOOLEAN
    block_18_str FLOAT
    block_19 BOOLEAN
    block_19_str FLOAT
    block_20 BOOLEAN
    block_20_str FLOAT
    block_21 BOOLEAN
    block_21_str FLOAT
    block_22 BOOLEAN
    block_22_str FLOAT
    block_23 BOOLEAN
    block_23_str FLOAT
    block_24 BOOLEAN
    block_24_str FLOAT
    block_25 BOOLEAN
    block_25_str FLOAT
    block_26 BOOLEAN
    block_26_str FLOAT
    block_27 BOOLEAN
    block_27_str FLOAT
    block_28 BOOLEAN
    block_28_str FLOAT
    block_29 BOOLEAN
    block_29_str FLOAT
    block_30 BOOLEAN
    block_30_str FLOAT
    block_31 BOOLEAN
    block_31_str FLOAT
    block_32 BOOLEAN
    block_32_str FLOAT
    block_33 BOOLEAN
    block_33_str FLOAT
    block_34 BOOLEAN
    block_34_str FLOAT
    block_35 BOOLEAN
    block_35_str FLOAT
    block_36 BOOLEAN
    block_36_str FLOAT
    block_37 BOOLEAN
    block_37_str FLOAT
    block_38 BOOLEAN
    block_38_str FLOAT
    block_39 BOOLEAN
    block_39_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 and Block Edit and Save LoRAs directly inside ComfyUI. Supports SDXL (via sd-scripts), FLUX, Z-Image Turbo, and Wan 2.2 (via Musubi Tuner and AI-Toolkit).

    Authored by shootthesound

    View Nodes

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