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Source channel @githubtrending · Post #15539 · Mar 5
#python#agent#llm#llm_agent#llm_reasoning#machine_learning_systems#mlsys#reinforcement_learning#rl AReaL is a free, open-source system for fast asynchronous reinforcement learning to train large AI models in math, coding, search, and agents. It decouples generation and training for up to 2.77x speedup, stable performance, and easy setup on single or 1000+ GPUs with algorithms like GRPO/PPO. Install via git/pip, run examples like GSM8K math instantly. You benefit by building top AI agents affordably and quickly, reproducing results with shared data/models, saving time/money vs. slow synchronous tools. https://github.com/inclusionAI/AReaL
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@airdropgoldchannel · Post #157912 · 02/04/2025, 08:18 AM
🪂Solana L2, XOS Airdrop program 💯FREE 👉 Visit: http://X.ink ✅Connect wallet + socials ✅Claim daily points + spins ✅ Join Guild: https://guild.xyz/xos #xos
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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