ComfyUI Node: Text Encoder Deep Debiaser (Qwen3-8B / Flux 2 Klein)

Authored by shootthesound

Created

Updated

535 stars

Run ComfyUI workflows without the setup

No installs, no CUDA version roulette, no GPU sitting idle on your bill. Bring a workflow and run it in the browser.

Category

model_patches

Inputs

clip CLIP
preset
  • Custom
  • Default
  • Weaken ALL attn 90%
  • Weaken ALL attn 85%
  • Weaken ALL attn 80%
  • Weaken ALL mlp 90%
  • Weaken ALL mlp 85%
  • Weaken ALL attn+mlp 90%
  • Weaken ALL attn+mlp 85%
  • Weaken ALL norms 90%
  • Global 95%
  • Global 90%
  • Global 85%
save_model BOOLEAN
save_mode
  • full_model
  • diff_only
  • both
filename STRING
embed_tokens BOOLEAN
embed_tokens_str FLOAT
l0_input_norm BOOLEAN
l0_input_norm_str FLOAT
l0_attn BOOLEAN
l0_attn_str FLOAT
l0_attn_norm BOOLEAN
l0_attn_norm_str FLOAT
l0_mlp BOOLEAN
l0_mlp_str FLOAT
l0_post_norm BOOLEAN
l0_post_norm_str FLOAT
l1_input_norm BOOLEAN
l1_input_norm_str FLOAT
l1_attn BOOLEAN
l1_attn_str FLOAT
l1_attn_norm BOOLEAN
l1_attn_norm_str FLOAT
l1_mlp BOOLEAN
l1_mlp_str FLOAT
l1_post_norm BOOLEAN
l1_post_norm_str FLOAT
l2_input_norm BOOLEAN
l2_input_norm_str FLOAT
l2_attn BOOLEAN
l2_attn_str FLOAT
l2_attn_norm BOOLEAN
l2_attn_norm_str FLOAT
l2_mlp BOOLEAN
l2_mlp_str FLOAT
l2_post_norm BOOLEAN
l2_post_norm_str FLOAT
l3_input_norm BOOLEAN
l3_input_norm_str FLOAT
l3_attn BOOLEAN
l3_attn_str FLOAT
l3_attn_norm BOOLEAN
l3_attn_norm_str FLOAT
l3_mlp BOOLEAN
l3_mlp_str FLOAT
l3_post_norm BOOLEAN
l3_post_norm_str FLOAT
l4_input_norm BOOLEAN
l4_input_norm_str FLOAT
l4_attn BOOLEAN
l4_attn_str FLOAT
l4_attn_norm BOOLEAN
l4_attn_norm_str FLOAT
l4_mlp BOOLEAN
l4_mlp_str FLOAT
l4_post_norm BOOLEAN
l4_post_norm_str FLOAT
l5_input_norm BOOLEAN
l5_input_norm_str FLOAT
l5_attn BOOLEAN
l5_attn_str FLOAT
l5_attn_norm BOOLEAN
l5_attn_norm_str FLOAT
l5_mlp BOOLEAN
l5_mlp_str FLOAT
l5_post_norm BOOLEAN
l5_post_norm_str FLOAT
l6_input_norm BOOLEAN
l6_input_norm_str FLOAT
l6_attn BOOLEAN
l6_attn_str FLOAT
l6_attn_norm BOOLEAN
l6_attn_norm_str FLOAT
l6_mlp BOOLEAN
l6_mlp_str FLOAT
l6_post_norm BOOLEAN
l6_post_norm_str FLOAT
l7_input_norm BOOLEAN
l7_input_norm_str FLOAT
l7_attn BOOLEAN
l7_attn_str FLOAT
l7_attn_norm BOOLEAN
l7_attn_norm_str FLOAT
l7_mlp BOOLEAN
l7_mlp_str FLOAT
l7_post_norm BOOLEAN
l7_post_norm_str FLOAT
l8_input_norm BOOLEAN
l8_input_norm_str FLOAT
l8_attn BOOLEAN
l8_attn_str FLOAT
l8_attn_norm BOOLEAN
l8_attn_norm_str FLOAT
l8_mlp BOOLEAN
l8_mlp_str FLOAT
l8_post_norm BOOLEAN
l8_post_norm_str FLOAT
l9_input_norm BOOLEAN
l9_input_norm_str FLOAT
l9_attn BOOLEAN
l9_attn_str FLOAT
l9_attn_norm BOOLEAN
l9_attn_norm_str FLOAT
l9_mlp BOOLEAN
l9_mlp_str FLOAT
l9_post_norm BOOLEAN
l9_post_norm_str FLOAT
l10_input_norm BOOLEAN
l10_input_norm_str FLOAT
l10_attn BOOLEAN
l10_attn_str FLOAT
l10_attn_norm BOOLEAN
l10_attn_norm_str FLOAT
l10_mlp BOOLEAN
l10_mlp_str FLOAT
l10_post_norm BOOLEAN
l10_post_norm_str FLOAT
l11_input_norm BOOLEAN
l11_input_norm_str FLOAT
l11_attn BOOLEAN
l11_attn_str FLOAT
l11_attn_norm BOOLEAN
l11_attn_norm_str FLOAT
l11_mlp BOOLEAN
l11_mlp_str FLOAT
l11_post_norm BOOLEAN
l11_post_norm_str FLOAT
l12_input_norm BOOLEAN
l12_input_norm_str FLOAT
l12_attn BOOLEAN
l12_attn_str FLOAT
l12_attn_norm BOOLEAN
l12_attn_norm_str FLOAT
l12_mlp BOOLEAN
l12_mlp_str FLOAT
l12_post_norm BOOLEAN
l12_post_norm_str FLOAT
l13_input_norm BOOLEAN
l13_input_norm_str FLOAT
l13_attn BOOLEAN
l13_attn_str FLOAT
l13_attn_norm BOOLEAN
l13_attn_norm_str FLOAT
l13_mlp BOOLEAN
l13_mlp_str FLOAT
l13_post_norm BOOLEAN
l13_post_norm_str FLOAT
l14_input_norm BOOLEAN
l14_input_norm_str FLOAT
l14_attn BOOLEAN
l14_attn_str FLOAT
l14_attn_norm BOOLEAN
l14_attn_norm_str FLOAT
l14_mlp BOOLEAN
l14_mlp_str FLOAT
l14_post_norm BOOLEAN
l14_post_norm_str FLOAT
l15_input_norm BOOLEAN
l15_input_norm_str FLOAT
l15_attn BOOLEAN
l15_attn_str FLOAT
l15_attn_norm BOOLEAN
l15_attn_norm_str FLOAT
l15_mlp BOOLEAN
l15_mlp_str FLOAT
l15_post_norm BOOLEAN
l15_post_norm_str FLOAT
l16_input_norm BOOLEAN
l16_input_norm_str FLOAT
l16_attn BOOLEAN
l16_attn_str FLOAT
l16_attn_norm BOOLEAN
l16_attn_norm_str FLOAT
l16_mlp BOOLEAN
l16_mlp_str FLOAT
l16_post_norm BOOLEAN
l16_post_norm_str FLOAT
l17_input_norm BOOLEAN
l17_input_norm_str FLOAT
l17_attn BOOLEAN
l17_attn_str FLOAT
l17_attn_norm BOOLEAN
l17_attn_norm_str FLOAT
l17_mlp BOOLEAN
l17_mlp_str FLOAT
l17_post_norm BOOLEAN
l17_post_norm_str FLOAT
l18_input_norm BOOLEAN
l18_input_norm_str FLOAT
l18_attn BOOLEAN
l18_attn_str FLOAT
l18_attn_norm BOOLEAN
l18_attn_norm_str FLOAT
l18_mlp BOOLEAN
l18_mlp_str FLOAT
l18_post_norm BOOLEAN
l18_post_norm_str FLOAT
l19_input_norm BOOLEAN
l19_input_norm_str FLOAT
l19_attn BOOLEAN
l19_attn_str FLOAT
l19_attn_norm BOOLEAN
l19_attn_norm_str FLOAT
l19_mlp BOOLEAN
l19_mlp_str FLOAT
l19_post_norm BOOLEAN
l19_post_norm_str FLOAT
l20_input_norm BOOLEAN
l20_input_norm_str FLOAT
l20_attn BOOLEAN
l20_attn_str FLOAT
l20_attn_norm BOOLEAN
l20_attn_norm_str FLOAT
l20_mlp BOOLEAN
l20_mlp_str FLOAT
l20_post_norm BOOLEAN
l20_post_norm_str FLOAT
l21_input_norm BOOLEAN
l21_input_norm_str FLOAT
l21_attn BOOLEAN
l21_attn_str FLOAT
l21_attn_norm BOOLEAN
l21_attn_norm_str FLOAT
l21_mlp BOOLEAN
l21_mlp_str FLOAT
l21_post_norm BOOLEAN
l21_post_norm_str FLOAT
l22_input_norm BOOLEAN
l22_input_norm_str FLOAT
l22_attn BOOLEAN
l22_attn_str FLOAT
l22_attn_norm BOOLEAN
l22_attn_norm_str FLOAT
l22_mlp BOOLEAN
l22_mlp_str FLOAT
l22_post_norm BOOLEAN
l22_post_norm_str FLOAT
l23_input_norm BOOLEAN
l23_input_norm_str FLOAT
l23_attn BOOLEAN
l23_attn_str FLOAT
l23_attn_norm BOOLEAN
l23_attn_norm_str FLOAT
l23_mlp BOOLEAN
l23_mlp_str FLOAT
l23_post_norm BOOLEAN
l23_post_norm_str FLOAT
l24_input_norm BOOLEAN
l24_input_norm_str FLOAT
l24_attn BOOLEAN
l24_attn_str FLOAT
l24_attn_norm BOOLEAN
l24_attn_norm_str FLOAT
l24_mlp BOOLEAN
l24_mlp_str FLOAT
l24_post_norm BOOLEAN
l24_post_norm_str FLOAT
l25_input_norm BOOLEAN
l25_input_norm_str FLOAT
l25_attn BOOLEAN
l25_attn_str FLOAT
l25_attn_norm BOOLEAN
l25_attn_norm_str FLOAT
l25_mlp BOOLEAN
l25_mlp_str FLOAT
l25_post_norm BOOLEAN
l25_post_norm_str FLOAT
l26_input_norm BOOLEAN
l26_input_norm_str FLOAT
l26_attn BOOLEAN
l26_attn_str FLOAT
l26_attn_norm BOOLEAN
l26_attn_norm_str FLOAT
l26_mlp BOOLEAN
l26_mlp_str FLOAT
l26_post_norm BOOLEAN
l26_post_norm_str FLOAT
l27_input_norm BOOLEAN
l27_input_norm_str FLOAT
l27_attn BOOLEAN
l27_attn_str FLOAT
l27_attn_norm BOOLEAN
l27_attn_norm_str FLOAT
l27_mlp BOOLEAN
l27_mlp_str FLOAT
l27_post_norm BOOLEAN
l27_post_norm_str FLOAT
l28_input_norm BOOLEAN
l28_input_norm_str FLOAT
l28_attn BOOLEAN
l28_attn_str FLOAT
l28_attn_norm BOOLEAN
l28_attn_norm_str FLOAT
l28_mlp BOOLEAN
l28_mlp_str FLOAT
l28_post_norm BOOLEAN
l28_post_norm_str FLOAT
l29_input_norm BOOLEAN
l29_input_norm_str FLOAT
l29_attn BOOLEAN
l29_attn_str FLOAT
l29_attn_norm BOOLEAN
l29_attn_norm_str FLOAT
l29_mlp BOOLEAN
l29_mlp_str FLOAT
l29_post_norm BOOLEAN
l29_post_norm_str FLOAT
l30_input_norm BOOLEAN
l30_input_norm_str FLOAT
l30_attn BOOLEAN
l30_attn_str FLOAT
l30_attn_norm BOOLEAN
l30_attn_norm_str FLOAT
l30_mlp BOOLEAN
l30_mlp_str FLOAT
l30_post_norm BOOLEAN
l30_post_norm_str FLOAT
l31_input_norm BOOLEAN
l31_input_norm_str FLOAT
l31_attn BOOLEAN
l31_attn_str FLOAT
l31_attn_norm BOOLEAN
l31_attn_norm_str FLOAT
l31_mlp BOOLEAN
l31_mlp_str FLOAT
l31_post_norm BOOLEAN
l31_post_norm_str FLOAT
l32_input_norm BOOLEAN
l32_input_norm_str FLOAT
l32_attn BOOLEAN
l32_attn_str FLOAT
l32_attn_norm BOOLEAN
l32_attn_norm_str FLOAT
l32_mlp BOOLEAN
l32_mlp_str FLOAT
l32_post_norm BOOLEAN
l32_post_norm_str FLOAT
l33_input_norm BOOLEAN
l33_input_norm_str FLOAT
l33_attn BOOLEAN
l33_attn_str FLOAT
l33_attn_norm BOOLEAN
l33_attn_norm_str FLOAT
l33_mlp BOOLEAN
l33_mlp_str FLOAT
l33_post_norm BOOLEAN
l33_post_norm_str FLOAT
l34_input_norm BOOLEAN
l34_input_norm_str FLOAT
l34_attn BOOLEAN
l34_attn_str FLOAT
l34_attn_norm BOOLEAN
l34_attn_norm_str FLOAT
l34_mlp BOOLEAN
l34_mlp_str FLOAT
l34_post_norm BOOLEAN
l34_post_norm_str FLOAT
l35_input_norm BOOLEAN
l35_input_norm_str FLOAT
l35_attn BOOLEAN
l35_attn_str FLOAT
l35_attn_norm BOOLEAN
l35_attn_norm_str FLOAT
l35_mlp BOOLEAN
l35_mlp_str FLOAT
l35_post_norm BOOLEAN
l35_post_norm_str FLOAT
final_norm BOOLEAN
final_norm_str FLOAT

Outputs

CLIP

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

No installs, no CUDA version roulette, no GPU sitting idle on your bill. Bring a workflow and run it in the browser.

Learn more