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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 #696 · 11/28/2025, 08:19 AM

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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

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#vanilla #pong #avium #rom #unofficial