ComfyUI Node
Load Checkpoint Hub Pro
Central parameter hub that loads a checkpoint and routes MODEL, CLIP, VAE, steps, refiner steps, CFG, sampler algorithm, scheduler curve, denoise values, positive/negative prompts, and metadata across workflows.
Load Checkpoint Hub Pro
- MODEL
- CLIP
- VAE
- steps
- step_refiner
- cfg
- ckpt_name
- sampler_name
- scheduler
- denoise
- positive_prompt
- negative_prompt
- metadata
◄ckpt_name▾►
◄steps20►
◄step_refiner10►
◄cfg7.0►
◄sampler_name▾►
◄scheduler▾►
◄denoise1.00►
◄positive_prompt►
◄negative_prompt►
◄metadata►
CategoryMDSNodes/sampling
Inputs (10)
| Name | Type | Default | Description |
|---|---|---|---|
| ckpt_name | COMBO | Select the base checkpoint diffusion model file from your models/checkpoints folder. | |
| steps | INT | 201–10000 | The total number of sampling/denoising steps for base generation. |
| step_refiner | INT | 100–10000 | Target step count for refiner passes or the step transition threshold for multi-pass pipelines. |
| cfg | FLOAT | 7.00–100 | Classifier-Free Guidance (CFG) scale. Controls how strictly the model adheres to your prompt. |
| sampler_name | COMBO | The mathematical sampling algorithm used to generate or denoise the image (e.g., euler, dpmpp_2m). | |
| scheduler | COMBO | The noise scheduling rate/curve across the steps (e.g., normal, karras, sgm_uniform, simple). | |
| denoise | FLOAT | 1.000–1 | Denoise strength. Set to 1.0 for initial txt2img generation, or 0.20-0.60 for img2img / upscaling. |
| positive_prompt | STRING | Enter positive prompt text. Expanding the node will enlarge this text box. | |
| negative_prompt | STRING | Enter negative prompt text. Expanding the node will enlarge this text box. | |
| metadata | STRING | Single-line metadata text or workflow tags to pass downstream. |
Outputs (13)
| Name | Type | Description |
|---|---|---|
| MODEL | MODEL | The loaded diffusion model. |
| CLIP | CLIP | The loaded CLIP model for text encoding. |
| VAE | VAE | The loaded VAE model for image encoding/decoding. |
| steps | INT | Base generation step count (INT). |
| step_refiner | INT | Refiner step count or threshold (INT). |
| cfg | FLOAT | Classifier-Free Guidance scale (FLOAT). |
| ckpt_name | The selected checkpoint filename (COMBO slot for external Checkpoint Loaders). | |
| sampler_name | euler,euler_cfg_pp,euler_ancestral,euler_ancestral_cfg_pp,heun,heunpp2,exp_heun_2_x0,exp_heun_2_x0_sde,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_2m_sde_heun,dpmpp_2m_sde_heun_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,gradient_estimation_cfg_pp,er_sde,seeds_2,seeds_3,sa_solver,sa_solver_pece,ddim,uni_pc,uni_pc_bh2 | Sampler algorithm name (COMBO slot for KSampler / SamplerSelect). |
| scheduler | simple,sgm_uniform,karras,exponential,ddim_uniform,beta,normal,linear_quadratic,kl_optimal | Scheduler curve type (COMBO slot for KSampler / BasicScheduler). |
| denoise | FLOAT | Denoise strength multiplier (FLOAT). |
| positive_prompt | STRING | Positive prompt string (connect to CLIP Text Encode). |
| negative_prompt | STRING | Negative prompt string (connect to CLIP Text Encode). |
| metadata | STRING | Passthrough metadata string. |