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ComfyUI Node: MinusZone - KohyaSSAdvConfig

Authored by MinusZoneAI

Created

Updated

54 stars

Category

MinusZone - TrainTools/kohya_ss

Inputs

xformers
  • enable
  • disable
sdpa
  • enable
  • disable
fp8_base
  • enable
  • disable
mixed_precision
  • no
  • fp16
  • bf16
gradient_accumulation_steps INT
gradient_checkpointing
  • enable
  • disable
cache_latents
  • enable
  • disable
cache_latents_to_disk
  • enable
  • disable
network_dim INT
network_alpha INT
network_module
  • networks.lora
  • networks.dylora
  • networks.oft
network_train_unet_only
  • enable
  • disable
lr_scheduler
  • linear
  • cosine
  • cosine_with_restarts
  • polynomial
  • constant
  • constant_with_warmup
  • adafactor
lr_scheduler_num_cycles INT
optimizer_type
  • AdamW
  • AdamW8bit
  • PagedAdamW
  • PagedAdamW8bit
  • PagedAdamW32bit
  • Lion8bit
  • PagedLion8bit
  • Lion
  • SGDNesterov
  • SGDNesterov8bit
  • DAdaptation
  • DAdaptAdaGrad
  • DAdaptAdam
  • DAdaptAdan
  • DAdaptAdanIP
  • DAdaptLion
  • DAdaptSGD
  • AdaFactor
lr_warmup_steps INT
unet_lr STRING
text_encoder_lr STRING
shuffle_caption
  • enable
  • disable
save_precision
  • float
  • fp16
  • bf16
persistent_data_loader_workers
  • enable
  • disable
no_metadata
  • enable
  • disable
noise_offset FLOAT
no_half_vae
  • enable
  • disable
lowram
  • enable
  • disable

Outputs

MZ_TT_SS_AdvConfig

Extension: ComfyUI-TrainTools-MZ

Nodes for fine-tuning lora in ComfyUI, dependent on training tools such as kohya-ss/sd-scripts

Authored by MinusZoneAI

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