Eight, sir; seven, sir;
Six, sir; five, sir;
Four, sir; Three, sir;
Two, sir; one!
Tenser, said the Tensor.
Tenser, said the Tensor.
Tension, apprehension,
And dissension have begun.

— Alfred Bester, The Demolished Man

A collection of custom nodes for ComfyUI that streamline common workflows. The main goal is to reduce visual clutter by combining frequently used node chains into single, convenient loaders.

Important

⚠️ Note: The pack is currently undergoing refactoring and migration to ComfyUI API V3. Some nodes are marked as deprecated and will be removed in a future major release. Please check node descriptions for migration guidance.

Features

Workflow settings — configure global workflow parameters for FLUX, SDXL, and SD3.5
Model loaders — all-in-one loaders for checkpoint, LoRA, CLIP, and VAE; GGUF support for FLUX2 and SD3.5
Context nodes — pass pipeline state between nodes as a single context object
Latent factory — create latents with aspect ratio, megapixel, and orientation selection; automatic format detection from model
CLIP text encoders — prompt encoding with model-specific controls for FLUX, SDXL, and SD3.5
Samplers — KSampler variants including guided sampling with Guider/Sigmas support and step-by-step latent preview
Image tools — load, resize, upscale, preview, save, and reference images for ControlNet
VAE — encode and decode with tiled and context-based variants
Post-production — brightness, contrast, saturation, LUT, film grain, and upscaling

Installation

Important

Ensure your ComfyUI version is recent enough to properly support custom operations when loading UNET-only models.

1. Via Git Clone (recommended)

cd ComfyUI/custom_nodes
git clone https://github.com/tenser-tensor/ComfyUI-TenserTensor

2. Via ComfyUI-Manager

Open ComfyUI-Manager
Click "Install Custom Nodes"
Search for: TenserTensor
Install → Restart ComfyUI

3. Via comfy-cli

comfy node install tenser-tensor/ComfyUI-TenserTensor

Restart ComfyUI after installation.

Acknowledgments

This project uses GGUF file handling code from City96.

Great thanks and appreciation for your excellent work!

ComfyUI-GGUF on Github

Additional

Note

⚠️ Custom Type Compatibility Notice: The custom data types TT_CONTEXT and TT_WORKFLOW_CONFIG are proprietary to this node pack and are not compatible with native ComfyUI nodes or third-party nodes.
These types can only be connected to inputs and outputs within the ComfyUI-TenserTensor pack. Attempting to pass them to external nodes will result in a type mismatch error.

Note

For GGUF users: ComfyUI does not scan for GGUF files by default.
Place your files according to the structure below — the node pack registers these folders automatically.

📂 ComfyUI/  
├── 📂 models/  
│   ├── 📂 diffusion_models/  
│   │      └── # GGUF diffusion models (main location)  
│   ├── 📂 unet/  
│   │      └── # GGUF diffusion models (alternative location, deprecated)  
│   ├── 📂 diffusion_models_gguf/  
│   │      └── # GGUF diffusion models (recommended)  
│   ├── 📂 text_encoders/  
│   │      └── # Text encoders: CLIP-L, CLIP-G, T5-XXL (safetensors or GGUF, main location)  
│   ├── 📂 clip/  
│   │      └── # Text encoders (alternative location, deprecated)  
│   ├── 📂 text_encoders_gguf/  
│   │      └── # Text encoders (recommended)  
│   ├── 📂 loras/  
│   │      └── # LoRA files  
│   └── 📂 vae/  
│          └── # VAE files (safetensors)

Tip

You can download Flux.2-dev along with additional models (CLIP, VAE) via the link below:
Comfy-Org/flux2-dev