🚀 BangtrixToolkit

Essential Custom Nodes for ComfyUI

A powerful toolkit for ComfyUI featuring a real-time Hardware Monitor overlay with native AMD/NVIDIA GPU/APU support, and a Universal Prompt Translator node — all in one clean package.

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✨ Key Features (Click to Expand)

🖥️ Advanced HW Monitor

A real-time monitoring overlay displayed directly on the ComfyUI canvas. Tracks GPU Name, Load (%), VRAM Usage, Temperature (°C), and Fan Speed (%) with animated progress bars and a live sparkline graph. The widget is fully draggable, minimizable, and toggleable via Ctrl + Shift + M.

🔥 New Quality of Life Additions:

• 🧹 One-Click Memory Flush: Instantly free up VRAM and System RAM directly from the overlay using the clear button. It safely unloads all idle models, clears the PyTorch cache, and triggers Python garbage collection—saving you from Out of Memory (OOM) errors before running heavy upscale workflows.
• ⚡ Smart ROCm Smoothing: Uses an ultra-responsive 500ms polling rate coupled with a custom "Peak Hold / Max Aggregate" algorithm. This ensures accurate tracking of bursty AI compute workloads across all GPU engines, completely eliminating the inaccurate "0% usage drops" commonly seen in standard Windows Task Manager monitoring.

🔌 Native AMD ROCm Support

An intelligent multi-backend architecture automatically detects your GPU vendor and selects the optimal data source.

GPU	Platform	Primary Backend	Fallback
AMD RDNA3 (RX 7000+)	Windows	amd-smi (ROCm) + PDH	PowerShell / WMI
AMD (legacy)	Windows	ADL (atiadlxx.dll) + PDH	PowerShell
AMD	Linux	sysfs (/sys/class/drm) — no ROCm required	linux_amdgpu
NVIDIA	Windows / Linux	NVML / nvidia-smi	PDH / sysfs
Intel ARC / iGPU	Windows / Linux	PDH + sysfs	PowerShell / hwmon
Any GPU / no backend	Any	psutil fallback (RAM only)	—

No third-party background applications are required — the backend relies only on native OS tools and your existing AMD driver stack.

🌐 Universal Prompt Translator

An integrated translation node that converts prompts from 100+ languages into English and directly outputs CLIP conditioning.

Code	Language	Code	Language	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	af	Afrikaans	sq	Albanian
am	Amharic	hy	Armenian	az	Azerbaijani	eu	Basque
be	Belarusian	bn	Bengali	bs	Bosnian	bg	Bulgarian
ca	Catalan	ceb	Cebuano	ny	Chichewa	co	Corsican
hr	Croatian	cs	Czech	da	Danish	nl	Dutch
eo	Esperanto	et	Estonian	tl	Filipino	fi	Finnish
fy	Frisian	gl	Galician	ka	Georgian	el	Greek
gu	Gujarati	ht	Haitian Creole	ha	Hausa	haw	Hawaiian
iw	Hebrew	hmn	Hmong	hu	Hungarian	is	Icelandic
ig	Igbo	ga	Irish	jw	Javanese	kn	Kannada
kk	Kazakh	km	Khmer	ku	Kurdish	ky	Kyrgyz
lo	Lao	la	Latin	lv	Latvian	lt	Lithuanian
lb	Luxembourgish	mk	Macedonian	mg	Malagasy	ms	Malay
ml	Malayalam	mt	Maltese	mi	Maori	mr	Marathi
mn	Mongolian	my	Myanmar (Burmese)	ne	Nepali	no	Norwegian
ps	Pashto	fa	Persian	pl	Polish	pt	Portuguese
pa	Punjabi	ro	Romanian	sm	Samoan	gd	Scots Gaelic
sr	Serbian	st	Sesotho	sn	Shona	sd	Sindhi
si	Sinhala	sk	Slovak	sl	Slovenian	so	Somali
su	Sundanese	sw	Swahili	sv	Swedish	tg	Tajik
ta	Tamil	te	Telugu	th	Thai	tr	Turkish
uk	Ukrainian	ur	Urdu	uz	Uzbek	vi	Vietnamese
cy	Welsh	xh	Xhosa	yi	Yiddish	yo	Yoruba
zu	Zulu

✨ Sample Translation

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

🎛️ Presets

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

💡 Tips: Use show_original to debug translations · Enable enable_cache for faster workflows · Use ultra quality for SDXL and Flux · Use the anime preset for anime models · Use realistic or photography for realism-based models

🌐 Bangtrix Simple Translate

A lightweight, standalone translation node that converts text from 100+ languages using the Google Translate API — no CLIP encoding, no prompts. Perfect for simple text translation tasks.

Code	Language	Code	Language	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	af	Afrikaans	sq	Albanian
am	Amharic	hy	Armenian	az	Azerbaijani	eu	Basque
be	Belarusian	bn	Bengali	bs	Bosnian	bg	Bulgarian
ca	Catalan	ceb	Cebuano	ny	Chichewa	co	Corsican
hr	Croatian	cs	Czech	da	Danish	nl	Dutch
eo	Esperanto	et	Estonian	tl	Filipino	fi	Finnish
fy	Frisian	gl	Galician	ka	Georgian	el	Greek
gu	Gujarati	ht	Haitian Creole	ha	Hausa	haw	Hawaiian
iw	Hebrew	hmn	Hmong	hu	Hungarian	is	Icelandic
ig	Igbo	ga	Irish	it	Italian	jw	Javanese
kn	Kannada	kk	Kazakh	km	Khmer	ku	Kurdish
ky	Kyrgyz	lo	Lao	la	Latin	lv	Latvian
lt	Lithuanian	lb	Luxembourgish	mk	Macedonian	mg	Malagasy
ms	Malay	ml	Malayalam	mt	Maltese	mi	Maori
mr	Marathi	mn	Mongolian	my	Myanmar (Burmese)	ne	Nepali
no	Norwegian	ps	Pashto	fa	Persian	pl	Polish
pa	Punjabi	ro	Romanian	sm	Samoan	gd	Scots Gaelic
sr	Serbian	st	Sesotho	sn	Shona	sd	Sindhi
si	Sinhala	sk	Slovak	sl	Slovenian	so	Somali
su	Sundanese	sw	Swahili	sv	Swedish	tg	Tajik
ta	Tamil	te	Telugu	th	Thai	tr	Turkish
uk	Ukrainian	ur	Urdu	uz	Uzbek	vi	Vietnamese
cy	Welsh	xh	Xhosa	yi	Yiddish	yo	Yoruba
zu	Zulu

📸 Sample Workflow

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⚙️ Customization UI & Settings (Click to Expand)

The HW Monitor integrates directly into the ComfyUI Settings panel. All changes are applied instantly — no browser reload required.

Setting	Type	Options
🌗 Base Mode	Combo	Dark · Light
🎨 Theme	Combo	Default Green · Neon Blue · Crimson Red · Hacker (Black & Green) · Cyberpunk (Yellow/Cyan) · Custom Colors
⏱️ Refresh Rate	Combo	500ms · 1s · 2s
🚀 Show on Startup	Boolean	On / Off
🔲 Background Opacity	Slider	0.1 – 1.0 (step 0.05)
📦 Compact Mode	Boolean	Hides sparkline graph for minimal footprint
👻 Ghost Mode	Boolean	Makes the background completely invisible/transparent
🔍 UI Scale	Slider	0.5x (50%) – 2.0x (200%), step 0.1 — Zoom the entire widget for high-DPI (4K) displays or improved readability

Access the settings by clicking the ⚙ gear icon on the HW Monitor widget header.

🎨 Theme Samples, Compact Mode, and Ghost Mode

Themes


Base Theme Light


Custom Themes


Compact Mode


Ghost Mode/invisble Background

⌨️ Keyboard Shortcuts & Actions

Action	Control
Show / Hide Overlay	Ctrl + Shift + M
Minimize Widget	Click − button
Open Settings	Click ⚙ button
Flush VRAM & RAM	Click 🧹 Clear button
Reposition Widget	Drag the header bar

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🚀 Installation Guide (Click to Expand)

🔧 Manual Installation

cd ComfyUI/custom_nodes
git clone [https://github.com/Anonymzx/BangtrixToolkit.git](https://github.com/Anonymzx/BangtrixToolkit.git)
pip install -r BangtrixToolkit/requirements.txt

📥 Via ComfyUI Manager (Recommended)

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

After restarting, the HW Monitor overlay will appear automatically — no additional node configuration is required.

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⚠️ Compatibility, Testing & Bug Reports (Click to Expand)

🧪 Hardware Testing Status:

✅ AMD Radeon™ RX 7800 XT (RDNA3) & Ryzen™ APUs: Explicitly tested and verified natively by the author.

✅ NVIDIA GPUs: Successfully tested and verified to work flawlessly by a community user on Reddit (Tested on RTX 3090 / Linux)!

⏳ Intel ARC / iGPU & Legacy AMD: Implemented via official APIs, currently awaiting community feedback.

🤝 Call for Feedback (NVIDIA, Intel & Other AMD GPUs): Since this toolkit was developed and explicitly tested on the specific AMD hardware above, the integrations for NVIDIA, Intel, and other AMD GPUs (like RDNA2, Vega, Polaris) are implemented based on official APIs (NVML, sysfs, PDH, ADL).

If you are using an NVIDIA GPU, an Intel ARC/iGPU, or other AMD GPUs and encounter any issues (such as N/A values, missing sensors, or graphical glitches), please open an issue on GitHub. Kindly include:

A screenshot of the HW Monitor overlay.

Your ComfyUI terminal log (showing the backend initialization).

Your feedback is highly appreciated to help patch and perfect the monitoring experience for everyone!

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Why install AMD ROCm / HIP SDK?

Windows restricts direct access to temperature and fan speed sensors on most AMD GPUs. To allow the HW Monitor to extract these values natively without relying on bloated third-party background apps, installing the AMD ROCm / HIP SDK is highly recommended for the general AMD ecosystem.

📥 Download: AMD ROCm HIP SDK

After installation, the backend will automatically detect hipInfo.exe and amd-smi through the HIP_PATH environment variable and combine it with live Windows PDH data.

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🚨 Current RDNA3 (RX 7000 Series) Limitation:

While the ROCm backend works flawlessly for extracting advanced metrics, please note that as of the current Windows drivers, AMD's RDNA3 architecture strictly locks thermal extraction via native APIs.

If you are using an RX 7000 series GPU, you will reliably get GPU Name, GPU Load, and VRAM Usage, but thermal sensors (Temp/Fan) will temporarily output N/A even with ROCm installed.

We have integrated the native ROCm backend to future-proof your setup. Once AMD releases a driver patch that unlocks this API for Windows, your Temp and Fan readings will automatically spring to life without needing to update this node!

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💖 Support This Project

If you find this toolkit useful and it improves your ComfyUI workflow, consider supporting its development!

❤️ Created by Anonymzx