Tenser Tensor

ComfyUI-TenserTensor

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: All legacy nodes have been migrated to ComfyUI API V3.
V1 nodes are marked as deprecated and will be removed in a future major release.

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 .gguf extension and new 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

[!TIP]
Pre-quantized models by City96:

FLUX1.D GGUF
FLUX1 Schnell GGUF
Stable Diffusion-3.5 Large GGUF
Stable Diffusion-3.5 Large Turbo GGUF
T5_XXL v1.1 GGUF

(c) 2026 TenserTensor [email protected] || Apache-2.0 (apache.org/licenses/LICENSE-2.0)