🚀 BangtrixToolkit

Advanced Custom Node Toolkit for ComfyUI

Translate your prompts & monitor your AMD GPU — all inside ComfyUI

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🌐 Translate • 🖥️ AMD Monitor • 📦 Installation • 🚀 Roadmap

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🌐 Bangtrix Translate Universal — Click to expand

Bangtrix Translate Universal is an advanced translation node for ComfyUI that automatically translates prompts into English and directly outputs them into CLIP conditioning.

Designed for: Stable Diffusion · Flux · SDXL · Pony · Anime Models · Realistic Models · Any CLIP-based workflow

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✨ Features

Category	Features
🌍 Translation	Google Translate integration · Multi-language support · Offline-safe fallback
🧠 Enhancement	Quality presets · Style presets · Prompt cleaning · Enhancement system
❌ Auto Negative	Anatomy fixes · Blur reduction · Watermark filtering · Artifact reduction · Style-based negatives
⚡ Performance	Translation cache · Fast repeated translation · Lightweight · Universal compatibility

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📝 Supported Languages

Code	Language	Code	Language
auto	Auto Detect	en	English
id	Indonesian	ja	Japanese
ko	Korean	zh-CN	Chinese (Simplified)
zh-TW	Chinese (Traditional)	fr	French
de	German	es	Spanish
pt	Portuguese	ru	Russian
it	Italian	ar	Arabic
tr	Turkish	hi	Hindi
th	Thai	vi	Vietnamese

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🎨 Presets

Quality	Style	Auto Negative
normal — Standard	none — No style	normal — Basic
high — Better details	anime · realistic · cinematic	strong — Reduced artifacts
ultra — Maximum	photography · product · fantasy · portrait	ultra — Maximum cleanup

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⚙️ Workflow Example

See node inputs & outputs

Inputs: positive_prompt · negative_prompt · source_language · target_language · quality_preset · style_preset · enable_translate · enable_enhance · enable_clean · enable_cache · enable_auto_negative · auto_negative_strength · show_original

Outputs: positive_conditioning · negative_conditioning · positive_prompt_final · negative_prompt_final

Indonesian Input	Final English Prompt
wanita cantik memakai kimono di malam hari	beautiful woman wearing kimono at night, cinematic lighting, high quality, detailed

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💡 Tips

🔹 Use show_original to debug translations
🔹 Enable enable_cache for faster workflows
🔹 Use ultra quality for SDXL and Flux
🔹 Use anime preset for anime models
🔹 Use realistic or photography for realism models

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🖥️ AMD Monitor — Real-Time GPU Overlay — Click to expand

Zero configuration. Plug & play. AMD Monitor auto-loads when ComfyUI starts — no node needed.

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✨ Features

	Feature	Description
📊	GPU Load	Real-time utilization % with animated bar
💾	VRAM Usage	Used / Total in GB + utilization bar
🌡️	Temperature	GPU temp in °C/°F (requires LibreHardwareMonitor)
💨	Fan Speed	Fan RPM/percentage (requires LibreHardwareMonitor)
🏷️	GPU Name	Auto-detects your GPU model (e.g. RX 7800 XT)
📈	Sparkline Chart	30-second GPU Load history graph
⚡	Generation Stats	Duration, RAM Peak, Delta & CPU Peak
🖥️	Multi-GPU	Chip selector for multi-GPU systems
⚠️	VRAM Alert	Toast + inline banner on threshold breach
🖱️	Draggable	Click & drag to reposition
➖	Minimize	Toggle with − button
⌨️	Hide/Show	Ctrl + Shift + M shortcut
⚙️	Settings Panel	Interval, Alert %, Temp unit, Sparkline toggle
💾	Persist Config	Position & settings saved in localStorage

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📸 Preview

┌────────────────────────────┐
│ 🔴 AMD Monitor             │
├────────────────────────────┤
│  AMD Radeon RX 7800 XT     │
│ ┌───────┬──────────┐       │
│ │GPU    │ VRAM     │       │
│ │ 1.2%  │1.1/4.0 GB│       │
│ │ █░░░░░│███░░░░░░│       │
│ ├───────┼──────────┤       │
│ │ Temp  │ Fan      │       │
│ │ 45°C  │1200 RPM │       │
│ │ ███░░░│ █░░░░░░░│       │
│ └───────┴──────────┘       │
│  ╱ GPU Load History ╲      │
│ ──────────────────────     │
│ 🟢 RX 7800 XT │ [ps]      │
└────────────────────────────┘

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⚙️ Architecture

┌──────────────────────────────────────────────┐
│            ComfyUI Server                     │
│  ┌──────────────────────────────────────┐    │
│  │ on_app_started()                     │    │
│  │  ├── WS Route → /ws/amd_monitor      │    │
│  │  └── Stream loop → every 1s          │    │
│  └──────────────┬───────────────────────┘    │
│                 │ WebSocket                   │
│  ┌──────────────▼───────────────────────┐    │
│  │      Backend Auto-Detect              │    │
│  │                                       │    │
│  │ 1. LibreHardwareMonitor  ← WMI       │    │
│  │    → Temp, Fan, Clock, Power         │    │
│  │                                       │    │
│  │ 2. PowerShell Counters  ★ ACTIVE     │    │
│  │    → GPU Load, VRAM, GPU Name        │    │
│  │                                       │    │
│  │ 3. ADL (atiadlxx.dll)                │    │
│  │    → Temp, Fan (partial)             │    │
│  │                                       │    │
│  │ 4. psutil (system RAM)               │    │
│  └──────────────────────────────────────┘    │
│  ┌──────────────────────────────────────┐    │
│  │   Comfy Process Monitor              │    │
│  │   Auto-detect generations            │    │
│  └──────────────────────────────────────┘    │
└──────────────────┬───────────────────────────┘
                   │ JSON every 1s
┌──────────────────▼───────────────────────────┐
│          Browser (ComfyUI)                    │
│  ┌──────────────────────────────────────┐    │
│  │  Floating Overlay (amd_monitor.js)    │    │
│  └──────────────────────────────────────┘    │
└──────────────────────────────────────────────┘

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🏗️ Backend Priority

Priority	Backend	Metrics	Platform
🥇	PDH Counters (win32pdh)	Load, VRAM (real-time)	Windows
🥇	LibreHardwareMonitor	Temp, Fan, Clock, Power	Windows
🥈	PowerShell Counters	Load, VRAM, Name	Windows
🥉	ADL (atiadlxx.dll)	Temp, Fan	Windows
4	psutil	System RAM only	All

v4.1 Performance Boost: Temperature & Fan readings are now cached (10s) — no PowerShell subprocesses at 500ms poll. Zero blocking calls during real-time streaming.

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🌡️ LibreHardwareMonitor Setup

To enable Temperature, Fan Speed, Clock speeds & Power Draw:

1. Auto-download — LHM portable (8.5MB) is downloaded automatically on first ComfyUI start

   📁 BangtrixToolkit/monitor/libre_hardware_monitor/LibreHardwareMonitor.exe
   

2. Run as Administrator (one-time):

   .\monitor\libre_hardware_monitor\LibreHardwareMonitor.exe --wmi
   

3. Restart ComfyUI — Backend auto-switches to LHM 🎯

⚠️ Without LHM, core metrics still work via PowerShell Counters: GPU Load, VRAM, GPU Name.

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⌨️ Quick Reference

Action	Keyboard / Button
Toggle overlay	Ctrl + Shift + M
Minimize	− button
Settings	⚙ button

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📋 Requirements

Package	Needed	Purpose
aiohttp	✅ Yes	WebSocket server
psutil	✅ Recommended	Process Monitor
requests	❌ Optional	Translate node fallback

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📦 Installation

See installation guide

🔧 Manual

cd "ComfyUI/custom_nodes"
git clone https://github.com/Anonymzx/BangtrixToolkit.git
pip install -r requirements.txt

Restart ComfyUI after installation.

📥 ComfyUI Manager

1. Open ComfyUI Manager
2. Go to Custom Nodes Manager
3. Search for BangtrixToolkit
4. Click Install
5. Restart ComfyUI

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🚀 Roadmap

Version	Features
v1 ✅	Bangtrix Translate Universal
v2 ✅	AMD Monitor · ROCm Utilities
v3 🔜	Smart Cache · Performance Optimizer · Benchmark Tools

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❤️ Created by Anonymzx