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Source channel @githubtrending · Post #15314 · Dec 6
#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
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@airdropgoldchannel · Post #157912 · 02/04/2025, 08:18 AM
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@NothingPhone2Updates · Post #737 · 05/03/2026, 08:58 AM
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
@NothingPhone2Updates · Post #679 · 09/26/2025, 05:51 AM
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
@NothingPhone2Updates · Post #663 · 08/18/2025, 04:23 AM
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