#python#brain_inspired_ai#deep_learning#large_language_models#reasoning
The Hierarchical Reasoning Model (HRM) is a new type of AI that reasons more like a human brain, using a fast part for quick details and a slow part for big-picture planning. It solves hard logic tasks like Sudoku, mazes, and IQ-style puzzles very well, even though it is tiny (only 27 million parameters) and learns from very little data (just 1,000 examples). Unlike most large language models, it does not need long chains of written reasoning steps or huge amounts of training, which makes it much faster, cheaper, and more efficient. For the user, this means powerful reasoning in a small, fast system that can run on ordinary hardware and still beat much larger models on tough problems.
https://github.com/sapientinc/HRM
halogenOS - Official | Android 16 | Nothing Phone (2)
✍️ Details:
- Version: 16.2
- Codename: #Pong
- Updated: 26/05/02
- Type: #Vanilla
🔽 Download: Here
🆘 Support : Here
⚙️ Installation: Here
🔖 Tags : #ROM#AOSP#Official#XOS
✍️ Changelog:
- Dimmed mode
- New launcher app drawer design
- Slidable tiles
- Battery charge limit
- Add font customization
- Add centered lockscreen clock style
- Add VRR mode
- April 2026 Security Patch
- Increase Bluetooth sound quality when using AAC or SBC
✍️ Note:
- Firmware is not included, based on NOS B4.0-251226-1110
- ROM is signed by official halogenOS keys. GApps support and PI not guaranteed (only vanilla with Sandboxed Play is officially supported).
🏆 Credits:
- Chandu
- Pong dev team & testers
- halogenOS Community
👤 Maintainer : @N0m4n904
🔔 Updates : @NothingPhone2Updates
💬 Chat : @NothingPhone2
HalogenOS - Official | Android 16 | Nothing Phone (2)
✍️ Details:
- Version: 16.0
- Codename: #Pong
- Initial Release: 25/09/25
- Type: #Vanilla
🔽 Download: Here
🆘 Support : Here
⚙️ Installation: Here
🔖 Tags : #ROM#AOSP#Official#XOS
✍️ Note:
- Kernel is prepatched KSU
- Firmware is not included, latest is recommended
- ROM is signed by official halogenOS keys. GApps support and PI not guaranteed (only vanilla is officially supported).
- Refer to this post for future updates related to the ROM.
🏆 Credits:
- Chandu for Kernel (and DT which served as as a reference)
- Pong dev team & Testers
👤 Maintainer : @N0m4n904
🔔 Updates : @NothingPhone2Updates
💬 Chat : @NothingPhone2
HalogenOS - Official | Android 16 | Nothing Phone (2)
✍️ Details:
- Version: 16.0
- Codename: #Pong
- Initial Release: 18/08/25
- Type: #Vanilla
🔽 Download: Here
🆘 Support : Here
⚙️ Installation: Here
🔖 Tags : #ROM#AOSP#Official#XOS
✍️ Note:
- Kernel is prepatched KSU
- Firmware is not included, latest is recommended
- ROM is signed by official halogenOS keys. GApps support and PI not guaranteed (only vanilla is officially supported).
- Refer to this post for future updates related to the ROM.
🏆 Credits:
- Chandu for Kernel (and DT which served as as a reference)
- @chrome6boy for testing
- Pong dev team
👤 Maintainer : @N0m4n904
🔔 Updates : @NothingPhone2Updates
💬 Chat : @NothingPhone2
AviumUI - Unofficial | Android 16 | Nothing Phone (2)
📝 Details:
- Version: 16
- Build type: #Vanilla
- Device: #Pong
- Released: 27/11/2025
⬇️ Downloads: Here
📖 Changelogs: Here
🖼️ Screenshota: Here
🏷 Tags: #Avium#ROM#Avium#Vanilla#Unofficial
✍️Notes:
- Vanilla build ONLY
- Initial Nothing camera support available
- SukiSU Ultra and SusFS baked in
- OTA updates are planned in the future, however not supported as of now
- Signed with my keys
- Based on Lineage DT, Vendor and Kernel
- Use latest NOS 3 firmware
- If face any bugs report with logs
🏆Credits:
- Deadlylxrd for so much help with building my first ever ROM
- Chandu for DT
- Fabian & HELLBOY for Glyph
👤 Maintainer: @sevo9128
💬 Chat: @NothingPhone2
🔔 Updates: @NothingPhone2Updates
Лучше выбери свой аромат в парфюмированных гелях NOTALONE, которые привлекают любовь!
Vanilla Lovers - влюбленность
Black pepper Neroli- страсть
Bergamot Amber Wood - глубина
#notalone#парфюмированныйгельдлядуша#blackpepper#vanilla#bergamot
LineageOS - Community | A14 | Nothing Phone (2)
✍️ Details:
- Version: 21.0
- Codename: #Pong
- Released: 17/07/2024
🔽 Download : Recovery | Fastboot
⚙️ Installation: Here
📸 Screenshots: Here
🆘 Support: Telegram
🔖 Tags : #ROM#Vanilla#Community#LOS#QPR3#U#NothingPhone2
✍️ Changelog
- Update from NOS 2.6.0
- USB OTG Fixed
- Fixed Status Bar Padding
- Read Notes 👇
✍️ Notes
- Flash These GAPPS to get Gapps with Pixel Launcher
- Stable Signed Build
- Meteoric kernel is baked in with prepatched KSU.
- Dolby Atmos Included
🏆 Credits
- Chandu for base device tree
- HellboyforMeteoric kernel
- Miki, Unluck & Ghost for all help
- Fabian for PA Glyph Implementation
😎 Maintainer: @Kartikey
🔔 Updates: @NothingPhone2Updates
💬 Chat: @NothingPhone2