# 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:** 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 and SDXL
- **Model loaders** — all-in-one loaders for checkpoint, LoRA, CLIP, and VAE
- **Context nodes** — pass pipeline state between nodes as a single context object
- **Latent factory** — create latents with aspect ratio, megapixel, and model type selection
- **CLIP text encoders** — prompt encoding with model-specific controls for FLUX and SDXL
- **Samplers** — KSampler variants including guided sampling with Guider/Sigmas support
- **Image tools** — load, resize, upscale, preview, and save images
- **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)

```bash
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

```bash
comfy node install tenser-tensor/ComfyUI-TenserTensor
```

Restart ComfyUI after installation.

## Acknowledgments

This project uses GGUF file handling code from [City96](https://github.com/city96).

Great thanks and appreciation for your excellent work!

[ComfyUI-GGUF on Github](https://github.com/city96/ComfyUI-GGUF)

## Additional

> [!TIP]  
> You can download Flux.2-dev along with additional models (CLIP, VAE) via the link below:  
> [Comfy-Org/flux2-dev](https://huggingface.co/Comfy-Org/flux2-dev/tree/main/split_files)

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_(c) 2026 TenserTensor <tenser.tensor@proton.me> || Apache-2.0 (apache.org/licenses/LICENSE-2.0)_