# MagicNodes CADE 2.5 presets

[step1]
# core
seed: 0
control_after_generate: randomize
steps: 14
cfg: 8.0
denoise: 1.00
sampler_name: ddim
scheduler: MGHybrid
iterations: 3
steps_delta: -2.00
cfg_delta: 0.03
denoise_delta: 0.28

# Smart seed toggle
smart_seed_enable: true
smart_seed_k: 6
smart_seed_steps: 7
smart_seed_diversity: 0.25

# toggles
apply_sharpen: false
apply_upscale: true
apply_ids: true
clip_clean: true
latent_compare: true

# latent buffer (internal)
latent_buffer: false
lb_inject: 0.25
lb_ema: 0.75
lb_every: 1
lb_anchor_every: 6
lb_masked: true
lb_rebase_thresh: 0.10
lb_rebase_rate: 0.25

# detail controls
#ids_strength: 0.85
ids_strength: 1.15
upscale_method: lanczos
scale_by: 1.16
scale_delta: 0.08
noise_offset: 0.29
threshold: 1.0
#Sharpnes_strenght: 0.075
Sharpnes_strenght: 0.025
accumulation: fp16+fp16

# reference clean
reference_clean: true
ref_preview: 512
ref_threshold: 0.02
ref_cooldown: 2

# cfg schedule (internal)
#cfg_sched: off | cosine | warmup | u
cfg_sched: warmup
cfg_sched_min: 6.0
cfg_sched_max: 8.8
cfg_sched_gamma: 1.5
cfg_sched_u_pow: 1.0


# guidance
guidance_mode: ZeResFDG
rescale_multiplier: 0.82
momentum_beta: 0.22
cfg_curve: 0.85
perp_damp: 0.80

# CWN/AGC
cwn_enable: true
alpha_c: 1.0
alpha_u: 1.0
agc_enable: true
agc_tau: 2.8

# NAG
use_nag: true
nag_scale: 4.0
nag_tau: 2.5
nag_alpha: 0.25

# zero init
use_zero_init: false
zero_init_steps: 0

# FDG / ZE thresholds
fdg_low: 0.35
fdg_high: 1.00
fdg_sigma: 1.20
ze_res_zero_steps: 5
ze_adaptive: true
ze_r_switch_hi: 0.65
ze_r_switch_lo: 0.65
fdg_low_adaptive: true
fdg_low_min: 0.25
fdg_low_max: 0.65
fdg_ema_beta: 1.0


# Mahiro+/Muse blend
muse_blend: true
muse_blend_strength: 0.29

# eps scale
eps_scale_enable: true
eps_scale: 0.0025

# CLIPSeg
clipseg_enable: false
clipseg_text: hand, face
clipseg_preview: 512
clipseg_threshold: 0.30
clipseg_blur: 9.5
clipseg_dilate: 5
clipseg_gain: 0.6
clipseg_blend: fuse
clipseg_ref_gate: true
clipseg_ref_threshold: 0.005

# polish
polish_enable: false
polish_keep_low: 0.40
polish_edge_lock: 0.20
polish_sigma: 1.0
polish_start_after: 1
polish_keep_low_ramp: 0.20

# mid-frequency stabilizer (hands/objects scale)
midfreq_enable: true
midfreq_gain: 0.10
midfreq_sigma_lo: 0.90
midfreq_sigma_hi: 2.00

# QSilk-AQClip-Lite (adaptive latent clipping)
aqclip_enable: true
aq_tile: 32
aq_stride: 8
aq_alpha: 2.0

aq_attn: true


[step2]
# core
seed: 0
control_after_generate: randomize
steps: 14
cfg: 6.5
denoise: 0.45
sampler_name: ddim
scheduler: MGHybrid
iterations: 2
steps_delta: 2.00
cfg_delta: 0.03
denoise_delta: 0.05

# Smart seed toggle
smart_seed_enable: true
smart_seed_k: 5
smart_seed_steps: 5
smart_seed_diversity: 0.15

# toggles
apply_sharpen: false
apply_upscale: true
apply_ids: true
clip_clean: true
latent_compare: true

# latent buffer (internal)
latent_buffer: true
lb_inject: 0.25
lb_ema: 0.75
lb_every: 1
lb_anchor_every: 6
lb_masked: true
lb_rebase_thresh: 0.10
lb_rebase_rate: 0.25

# detail controls
#ids_strength: 0.60
ids_strength: 1.25
upscale_method: lanczos
scale_by: 1.32
scale_delta: 0.08
noise_offset: 0.09
threshold: 1.000
Sharpnes_strenght: 0.081
accumulation: fp16+fp16

# reference clean
reference_clean: true
ref_preview: 512
ref_threshold: 0.020
ref_cooldown: 2

# cfg schedule (internal)
#cfg_sched: off | cosine | warmup | u
cfg_sched: cosine
cfg_sched_min: 3.9
cfg_sched_max: 4.5
cfg_sched_gamma: 1.5
cfg_sched_u_pow: 1.2


# guidance
guidance_mode: ZeResFDG
#rescale_multiplier: 0.75
rescale_multiplier: 0.75
momentum_beta: 0.15
cfg_curve: 0.85
perp_damp: 0.80

# CWN/AGC
cwn_enable: true
alpha_c: 1.01
alpha_u: 1.0
agc_enable: true
agc_tau: 2.8

# NAG
use_nag: true
nag_scale: 4.0
nag_tau: 2.50
nag_alpha: 0.25

# zero init
use_zero_init: false
zero_init_steps: 0

# FDG / ZE thresholds
fdg_low: 0.35
fdg_high: 1.00
fdg_sigma: 1.20
ze_res_zero_steps: 5
ze_adaptive: true
ze_r_switch_hi: 0.65
ze_r_switch_lo: 0.65
fdg_low_adaptive: true
fdg_low_min: 0.25
fdg_low_max: 0.65
fdg_ema_beta: 1.0


# Mahiro+/Muse blend
muse_blend: true
muse_blend_strength: 0.24

# eps scale
eps_scale_enable: true
eps_scale: 0.0025

# CLIPSeg
clipseg_enable: true
clipseg_text: hand, feet, face
clipseg_preview: 512
clipseg_threshold: 0.1
clipseg_blur: 11.5
clipseg_dilate: 5
clipseg_gain: 0.35
clipseg_blend: fuse
clipseg_ref_gate: true
clipseg_ref_threshold: 0.005

# polish
polish_enable: false
polish_keep_low: 0.40
polish_edge_lock: 0.20
polish_sigma: 1.0
polish_start_after: 1
polish_keep_low_ramp: 0.20

# mid-frequency stabilizer (hands/objects scale)
midfreq_enable: true
#midfreq_gain: 0.15
midfreq_gain: 0.28
midfreq_sigma_lo: 0.85
midfreq_sigma_hi: 2.40

# QSilk-AQClip-Lite (adaptive latent clipping)
aqclip_enable: true
aq_tile: 64
aq_stride: 8
aq_alpha: 2.0

aq_attn: true

vae_decode_fp32: true

[step3]
# core
seed: 0
control_after_generate: randomize
steps: 20
cfg: 6
#0.75
denoise: 0.31
sampler_name: ddim
scheduler: MGHybrid
iterations: 2
steps_delta: 2.00
cfg_delta: 1.00
denoise_delta: 0.05

# Smart seed toggle
smart_seed_enable: true
smart_seed_k: 2
smart_seed_steps: 4
smart_seed_diversity: 0.10

# toggles
apply_sharpen: true
apply_upscale: true
apply_ids: true
clip_clean: true
latent_compare: true

# latent buffer (internal)
latent_buffer: true
lb_inject: 0.30
lb_ema: 0.75
lb_every: 1
lb_anchor_every: 3
lb_masked: true
lb_rebase_thresh: 0.10
lb_rebase_rate: 0.25

# detail controls
ids_strength: 0.35
upscale_method: lanczos
# 1.55
scale_by: 1.24
scale_delta: 0.08
noise_offset: 0.0135
threshold: 1.000
Sharpnes_strenght: 0.24
accumulation: fp32+fp32

# reference clean
reference_clean: true
ref_preview: 512
ref_threshold: 0.200
ref_cooldown: 2

# cfg schedule (internal)
#cfg_sched: off | cosine | warmup | u
cfg_sched: cosine
cfg_sched_min: 3.9
cfg_sched_max: 4.5
cfg_sched_gamma: 1.5
cfg_sched_u_pow: 1.2


# guidance
guidance_mode: ZeResFDG
rescale_multiplier: 0.85
momentum_beta: 0.15
cfg_curve: 0.60
perp_damp: 0.85

# CWN/AGC
cwn_enable: true
alpha_c: 1.01
alpha_u: 1.0
agc_enable: true
agc_tau: 3.2

# NAG
use_nag: true
nag_scale: 3.6
nag_tau: 2.50
nag_alpha: 0.25

# zero init
use_zero_init: false
zero_init_steps: 0

# FDG / ZE thresholds
fdg_low: 0.35
fdg_high: 1.00
fdg_sigma: 1.20
ze_res_zero_steps: 10
ze_adaptive: true
ze_r_switch_hi: 0.65
ze_r_switch_lo: 0.65
fdg_low_adaptive: true
fdg_low_min: 0.25
fdg_low_max: 0.65
fdg_ema_beta: 1.0

# Mahiro+/Muse blend
muse_blend: true
muse_blend_strength: 0.25

# eps scale
eps_scale_enable: true
eps_scale: 0.0025

# CLIPSeg
clipseg_enable: true
clipseg_text: hand, feet, face
clipseg_preview: 512
clipseg_threshold: 0.1
clipseg_blur: 11.5
clipseg_dilate: 5
clipseg_gain: 0.35
clipseg_blend: fuse
clipseg_ref_gate: true
clipseg_ref_threshold: 0.005
seg_use_cf_edges: true

# polish
polish_enable: true
polish_keep_low: 0.45
polish_edge_lock: 0.12
polish_sigma: 0.8
polish_start_after: 2
polish_keep_low_ramp: 0.12

# mid-frequency stabilizer (hands/objects scale)
midfreq_enable: true
midfreq_gain: 0.28
midfreq_sigma_lo: 0.25
midfreq_sigma_hi: 1.4


# QSilk-AQClip-Lite (adaptive latent clipping)
aqclip_enable: true
aq_tile: 128
#aq_stride: 8 
aq_stride: 15
#aq_alpha: 1.8
aq_alpha: 1.9
#aq_ema_beta: 0.85
aq_ema_beta: 0.90

aq_attn: true
# KV pruning (self-attention speedup)
kv_prune_enable: false
kv_keep: 0.95
kv_min_tokens: 256
vae_decode_fp32: true

[step4]
# core
seed: 0
control_after_generate: randomize
steps: 20
cfg: 6
#0.75
denoise: 0.28
sampler_name: ddim
scheduler: MGHybrid
iterations: 2
steps_delta: 2.00
cfg_delta: 1.00
denoise_delta: 0.05

# Smart seed toggle
smart_seed_enable: true
smart_seed_k: 2
smart_seed_steps: 4
smart_seed_diversity: 0.10

# toggles
apply_sharpen: true
apply_upscale: true
apply_ids: true
clip_clean: true
latent_compare: true

# latent buffer (internal)
latent_buffer: true
lb_inject: 0.30
lb_ema: 0.75
lb_every: 1
lb_anchor_every: 3
lb_masked: true
lb_rebase_thresh: 0.10
lb_rebase_rate: 0.25

# detail controls
ids_strength: 0.37
upscale_method: lanczos
# 1.55
scale_by: 1.45
scale_delta: 0.20
noise_offset: 0.0135
threshold: 1.000
Sharpnes_strenght: 0.26
accumulation: fp32+fp32

# reference clean
reference_clean: true
ref_preview: 512
ref_threshold: 0.200
ref_cooldown: 2

# cfg schedule (internal)
#cfg_sched: off | cosine | warmup | u
cfg_sched: cosine
cfg_sched_min: 3.5
cfg_sched_max: 5.5
cfg_sched_gamma: 1.5
cfg_sched_u_pow: 1.2


# guidance
guidance_mode: ZeResFDG
rescale_multiplier: 0.85
momentum_beta: 0.15
cfg_curve: 0.60
perp_damp: 0.85

# CWN/AGC
cwn_enable: true
alpha_c: 1.01
alpha_u: 1.0
agc_enable: true
agc_tau: 3.0

# NAG
use_nag: true
nag_scale: 3.6
nag_tau: 2.50
nag_alpha: 0.25

# zero init
use_zero_init: false
zero_init_steps: 0

# FDG / ZE thresholds
fdg_low: 0.35
fdg_high: 1.00
fdg_sigma: 1.16
ze_res_zero_steps: 10
ze_adaptive: true
ze_r_switch_hi: 0.65
ze_r_switch_lo: 0.85
fdg_low_adaptive: true
fdg_low_min: 0.25
fdg_low_max: 0.65
fdg_ema_beta: 1.0


# Mahiro+/Muse blend
muse_blend: true
muse_blend_strength: 0.25

# eps scale
eps_scale_enable: true
eps_scale: 0.0025

# CLIPSeg
clipseg_enable: true
clipseg_text: hand, feet, face
clipseg_preview: 512
clipseg_threshold: 0.1
clipseg_blur: 11.5
clipseg_dilate: 5
clipseg_gain: 0.35
clipseg_blend: fuse
clipseg_ref_gate: true
clipseg_ref_threshold: 0.005
seg_use_cf_edges: true

# polish
polish_enable: true
polish_keep_low: 0.45
polish_edge_lock: 0.12
polish_sigma: 0.8
polish_start_after: 2
polish_keep_low_ramp: 0.12

# mid-frequency stabilizer (hands/objects scale)
midfreq_enable: true
midfreq_gain: 0.32
midfreq_sigma_lo: 1.25
midfreq_sigma_hi: 2.4


# QSilk-AQClip-Lite (adaptive latent clipping)
aqclip_enable: true
aq_tile: 128
aq_stride: 15
aq_alpha: 1.9
aq_ema_beta: 0.90

aq_attn: true
# KV pruning (self-attention speedup)
kv_prune_enable: false
kv_keep: 0.95
kv_min_tokens: 256