Extensions/BangtrixToolkit
ComfyUI Extension

BangtrixToolkit

Real-time ComfyUI Hardware Monitor with native AMD ROCm and All GPU/APU NVIDIA support and Universal Prompt Translator node for multilingual AI workflows, AMD ROCm…

By Anonymzx·Created 3 months ago·Updated about a month ago· 2
Anonymzx/BangtrixToolkit
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Nodes (2)

Bangtrix Simple Translate 🌐
BangtrixToolkit
Bangtrix Translate Universal 🌐
BangtrixToolkit
Readme
<div align="center">

🚀 BangtrixToolkit

Essential Custom Nodes for ComfyUI

ComfyUI Python License Stars

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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<details> <summary><b>✨ Key Features</b> (Click to Expand)</summary> <br>

🖥️ 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.
<br> <div align="center"> <img width="313" height="289" alt="image" src="https://github.com/user-attachments/assets/c2eceef0-dcc6-4b30-af01-6bf11ff46014" /> </div> <br>

🔌 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.

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🌐 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 | | | | | | |

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✨ 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 |

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🎛️ 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

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🌐 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 | | | | | | |

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📸 Sample Workflow

<div align="center"> <img width="1019" height="399" alt="image" src="https://github.com/user-attachments/assets/e48f6fc2-52ee-4431-ada1-a5ecbf36a531" /> </div> </details>
<details> <summary><b>⚙️ Customization UI & Settings</b> (Click to Expand)</summary> <br>

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

<br> <img width="272" height="387" alt="image" src="https://github.com/user-attachments/assets/e1e187f2-e967-4dd8-86c0-5a6d211a5c0c" /> <br>

| 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.

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🎨 Theme Samples, Compact Mode, and Ghost Mode

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Themes <br> <img width="267" height="258" alt="image" src="https://github.com/user-attachments/assets/75bca8f7-102c-4fb1-b162-e660d7e18c82" /> <img width="265" height="259" alt="image" src="https://github.com/user-attachments/assets/483666da-2cfc-40c3-9a83-cf1d2b7e9cee" /> <img width="266" height="255" alt="image" src="https://github.com/user-attachments/assets/9cfb34da-57ad-401f-b479-23d67d5e5096" /> <img width="265" height="258" alt="image" src="https://github.com/user-attachments/assets/741af102-6229-485c-9abd-1f2d95c7af83" /> <img width="265" height="258" alt="image" src="https://github.com/user-attachments/assets/d60f3bbc-4607-4231-948a-1d6faad4d61f" /> <img width="266" height="258" alt="image" src="https://github.com/user-attachments/assets/3cbb7cd0-ecd9-438d-968b-35e2f1a1efe2" /> <img width="267" height="258" alt="image" src="https://github.com/user-attachments/assets/b6ca2afe-5bc9-47a1-afc3-8bd469fe67da" /> <br> <br> Base Theme Light <br> <img width="266" height="265" alt="image" src="https://github.com/user-attachments/assets/f01227ec-e75f-4544-b9bf-cb4bd0727ca2" /> <br> <br> Custom Themes <br> <img width="538" height="584" alt="image" src="https://github.com/user-attachments/assets/2ef3fb6a-a081-469d-8d49-777f0320d1e0" /> <br> <br> Compact Mode <br> <img width="264" height="216" alt="image" src="https://github.com/user-attachments/assets/72419998-dcab-4c60-b688-5cde627d342b" /> <br> <br> Ghost Mode/invisble Background <br> <img width="269" height="264" alt="image" src="https://github.com/user-attachments/assets/ac7d0d2b-f5ca-4a76-902a-bd6b9665a366" />

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⌨️ 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 |

</details>
<details> <summary><b>🚀 Installation Guide</b> (Click to Expand)</summary> <br>

🔧 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.

</details>
<details> <summary><b>⚠️ Compatibility, Testing & Bug Reports</b> (Click to Expand)</summary> <br>

🧪 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.

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🤝 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!

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.

🚨 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