#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
#EvolutionX#UNOFFICIAL#A16#diting#qpr1
EvolutionX 11.5.1 | UNOFFICIAL | Android 16
Updated: 28/12/2025
▪️Download: SF | Mirror
▪️Screenshots
▪️Support:Group
▪️ Recovery: here
Changelogs:
• Sync soruce
• Update blobs and firmware from OS2.0.205.0.VLFMIXM
• Xiaomi camera has been updated
• Updated kernel and some fixes
• Many optimizations and fixes were made.
• Dolby audio by default
• Update KernelSU
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#EvolutionX#UNOFFICIAL#A16#diting#qpr1
EvolutionX 11.5 | UNOFFICIAL | Android 16
Updated: 18/11/2025
▪️Download: SF | Mirror
▪️Screenshots
▪️Support:Group
▪️ Recovery: here
Changelogs:
• Initial release qpr1
• TEST BUILD
• Dolby audio by default
• KernelSU SusFS support
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#PixelOS#UNOFFICIAL#A16#diting#qpr1
PixelOS 16.1 | UNOFFICIAL | Android 16
Updated: 28/12/2025
▪️Download: SF | Mirror
▪️Support :Group
▪️Source Changelogs: here
Changelogs:
• Initial release
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Evolution X - Official | Android 16 | Nothing Phone (2)
📝 Details:
- Version: v11.5.2
- Device: #Pong
- Released: 03/02/26
⬇️ Download: Gapps | Vanilla
🛟 Recovery: Here
📖 Changelogs: Here
🆘 Support: Discord | Telegram
🏷 Tags: #AOSP#ROM#EvoX#Official#QPR1
✍️Notes:
- Firmware is included! (NOS 4.0)
- Sideloading/USB in recovery works as intended now
- Gapps is included, do not flash again
- Dolby is included
🏆Credits:
- Ghost and Chandu for DT
- Fabian & Ghost & HELLBOY for Glyph
- HELLBOY for Kernel base
👤 Maintainer: @Superuser1958
💬 Chat: @NothingPhone2
🔔 Updates: @NothingPhone2Updates
Evolution X - Official | Android 15 | Nothing Phone (2)
📝 Details:
- Version: v10.3
- Device: #Pong
- Released: 22/02/25
⬇️ Downloads: ROM | Recovery Image
⚙️ Flashing Instructions: Here
📖 Changelogs: Here
🆘 Support: Here
🏷 Tags: #AOSP#ROM#QPR1#EvoX#Official
✍️Notes:
- Gapps is included, do not flash again!
- Firmware is included
- Dolby is included
🏆Credits:
- Chandu for base DT
- Ghost for Dolby and additional fixes
- Fabian & HELLBOY for Glyph
- HELLBOY for Meteoric Kernel
👤 Maintainer: @Superuser1958
🐙 Chat @NothingPhone2
🔔 Updates @NothingPhone2Updates
#EvolutionX#UNOFFICIAL#A16#diting#qpr1#Beta
EvolutionX 11.5 | UNOFFICIAL | Android 16
Updated: 28/11/2025
▪️Download: SF | Mirror
▪️Screenshots
▪️Support:Group
▪️ Recovery: here
Changelogs:
• Sync soruce
• The Xiaomi camera has been updated and added by default.
• The kernel has been updated and some new changes have been made.
• Some minor changes were made to the tree.
• Dolby audio by default
• KernelSU SusFS support
CLEAN FLASH RECOMMENDED
Notes:
If you want to receive regular updates, you can donate and we will add you to VIP support.
Credits:Here
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