ComfyUI Node: Z-Image 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 (20-29)
    • Mid-Late (15-29)
    • Skip Early (10-29)
    • Mid Only (10-19)
    • Early Only (0-9)
    • Peak Impact (18-25)
    • Face Priority (16-24)
    • Face Priority Aggressive (14-25)
    • Evens Only
    • Odds Only
    • Custom
    layer_0 BOOLEAN
    layer_0_str FLOAT
    layer_1 BOOLEAN
    layer_1_str FLOAT
    layer_2 BOOLEAN
    layer_2_str FLOAT
    layer_3 BOOLEAN
    layer_3_str FLOAT
    layer_4 BOOLEAN
    layer_4_str FLOAT
    layer_5 BOOLEAN
    layer_5_str FLOAT
    layer_6 BOOLEAN
    layer_6_str FLOAT
    layer_7 BOOLEAN
    layer_7_str FLOAT
    layer_8 BOOLEAN
    layer_8_str FLOAT
    layer_9 BOOLEAN
    layer_9_str FLOAT
    layer_10 BOOLEAN
    layer_10_str FLOAT
    layer_11 BOOLEAN
    layer_11_str FLOAT
    layer_12 BOOLEAN
    layer_12_str FLOAT
    layer_13 BOOLEAN
    layer_13_str FLOAT
    layer_14 BOOLEAN
    layer_14_str FLOAT
    layer_15 BOOLEAN
    layer_15_str FLOAT
    layer_16 BOOLEAN
    layer_16_str FLOAT
    layer_17 BOOLEAN
    layer_17_str FLOAT
    layer_18 BOOLEAN
    layer_18_str FLOAT
    layer_19 BOOLEAN
    layer_19_str FLOAT
    layer_20 BOOLEAN
    layer_20_str FLOAT
    layer_21 BOOLEAN
    layer_21_str FLOAT
    layer_22 BOOLEAN
    layer_22_str FLOAT
    layer_23 BOOLEAN
    layer_23_str FLOAT
    layer_24 BOOLEAN
    layer_24_str FLOAT
    layer_25 BOOLEAN
    layer_25_str FLOAT
    layer_26 BOOLEAN
    layer_26_str FLOAT
    layer_27 BOOLEAN
    layer_27_str FLOAT
    layer_28 BOOLEAN
    layer_28_str FLOAT
    layer_29 BOOLEAN
    layer_29_str FLOAT
    context_refiner BOOLEAN
    context_refiner_str FLOAT
    noise_refiner BOOLEAN
    noise_refiner_str FLOAT
    final_layer BOOLEAN
    final_layer_str FLOAT
    x_embedder BOOLEAN
    x_embedder_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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