ComfyUI Node: Inference Time Scaler
Category
InferenceTimeScaling
Inputs
model MODEL
vae VAE
seed INT
steps INT
cfg FLOAT
sampler_name
- euler
- euler_cfg_pp
- euler_ancestral
- euler_ancestral_cfg_pp
- heun
- heunpp2
- dpm_2
- dpm_2_ancestral
- lms
- dpm_fast
- dpm_adaptive
- dpmpp_2s_ancestral
- dpmpp_2s_ancestral_cfg_pp
- dpmpp_sde
- dpmpp_sde_gpu
- dpmpp_2m
- dpmpp_2m_cfg_pp
- dpmpp_2m_sde
- dpmpp_2m_sde_gpu
- dpmpp_3m_sde
- dpmpp_3m_sde_gpu
- ddpm
- lcm
- ipndm
- ipndm_v
- deis
- res_multistep
- res_multistep_cfg_pp
- res_multistep_ancestral
- res_multistep_ancestral_cfg_pp
- gradient_estimation
- ddim
- uni_pc
- uni_pc_bh2
scheduler
- normal
- karras
- exponential
- sgm_uniform
- simple
- ddim_uniform
- beta
- linear_quadratic
- kl_optimal
positive CONDITIONING
negative CONDITIONING
latent_image LATENT
denoise FLOAT
search_algorithm
- random
- zero-order
text_prompt_to_compare STRING
search_rounds INT
view_top_k INT
num_neighbors INT
lambda_threshold FLOAT
loaded_clip_score_verifier CS_VERIFIER
loaded_image_reward_verifier IR_VERIFIER
loaded_qwen_verifier QWN_VERIFIER
Outputs
IMAGE
IMAGE
STRING
Extension: ComfyUI-InferenceTimeScaling
Inference-time techniques to enhance diffusion-based image generation quality through random search and zero-order optimization algorithms
Authored by YRIKKA
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