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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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#python #agent #llm #llm_agent #llm_reasoning #machine_learning_systems #mlsys #reinforcement_learning #rl

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Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #660 · 08/11/2025, 03:43 PM

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VoltageOS - Unofficial | A15 | Nothing Phone 2 (Pong) 📝Details: - Version: v4.5 - Device: #Pong - Type: #Vanilla - Released: 11/08/25 ⬇️Download: Here | Mirror 📖Changelogs: Initial Build 📔Instructions: Here 🖼Screenshots : Here 🆘 Support : Here 🏷Tags: #AOSP#ROM#VoltageOS#Sandboxing#Unofficial ✍️ Note: • Base firmware 3.0 is recommended. • If you face any bugs, report with logs. • GrapheneOS Appstore : Here • Working Dolby : Here • Meteoric kernel baked in with KSUN 1.0.8 + SUSFS prepatched. • This is the first-ever public release build by the maintainer stepping into ROM building. Feedback is much appreciated! 🏆 Credits: - Built based on Ghosuto's Device Tree - Hellboy for Meteroic kernel - Pong Dev Team & MrDeath - Fabian and Hellboy for Glyph Implementation 👤 Maintainer: @kaushikieeee 🔔Updates: @NothingPhone2Updates 🐙Chat: @NothingPhone2

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#pong #vanilla #aosp #rom #voltageos #sandboxing #unofficial