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Source channel @githubtrending · Post #15539 · Mar 5

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#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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Search: #pixelage

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Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #553 · 02/05/2025, 06:08 PM

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Pixelage Official | Android 15 | Nothing Phone (2) ✍️ Details: - Version: 2.5 - Codename: #Pong - Released: 5/2/25 🔽 Download: Here | Mirror 🆘 Support : Here ⚙️ Installation: Here 📸 Screenshots: Here ✨ Source Changelogs: Here 🔖 Tags : #ROM#AOSP#pixelage#V#qpr1 ✨ Changelogs - switched to a different tree - clean flash recommended ✍️ Note: - Meteoric kernel is baked in with prepatched KSU - gapps inbuilt, don't flash gapps 🏆 Credits - @Ghosuto7 for trees - Fabian for PA Glyph Implementation 😎 Maintainer : @Drishal 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2

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#pong#rom#aosp#pixelage#v#qpr1
Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #524 · 01/23/2025, 08:38 AM

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Pixelage Official | Android 15 | Nothing Phone (2) ✍️ Details: - Version: 2.4 - Codename: #Pong - Released: 23/1/24 🔽 Download: [ Here ] (Sideload/Flash via orangefox recovery) 🆘 Support : Here ⚙️ Installation: Here 📸 Screenshots: Here ✨ Source Changelogs: Here 🔖 Tags : #ROM#AOSP#pixelage#V#qpr1 ✨ Changelogs - updated to NOS V3.0-250113-1723 ✍️ Note: - Meteoric kernel is baked in with prepatched KSU - gapps inbuilt, don't flash gapps - IF CLEAN FLASHING MAKE SURE TO REMOVE SCEEEN LOCK FROM PREVIOUS ROM 🏆 Credits - Chandu for base DT - Hellboy for Meteoric kernel - Fabian for PA Glyph Implementation - Testers: @Devasee@notnaito 😎 Maintainer : @Drishal 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2

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#pong#rom#aosp#pixelage#v#qpr1
Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #502 · 12/30/2024, 01:59 PM

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Pixelage Official | Android 15 | Nothing Phone (2) ✍️ Details: - Version: 2.3 - Codename: #Pong - Released: 30/12/24 🔽 Download: [ Here ] (Sideload/Flash via orangefox recovery) 🆘 Support : Here ⚙️ Installation: Here 📸 Screenshots: Here ✨ Source Changelogs: Here 🔖 Tags : #ROM#AOSP#pixelage#V#qpr1 ✨ Changelogs - official build ✍️ Note: - Meteoric kernel is baked in with prepatched KSU - gapps inbuilt, don't flash gapps 🏆 Credits - Chandu for base DT - Hellboy for Meteoric kernel - Fabian for PA Glyph Implementation - Testers: @Devasee@notnaito 😎 Maintainer : @Drishal 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2

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#pong#rom#aosp#pixelage#v#qpr1
Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #497 · 12/21/2024, 04:37 PM

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Pixelage | Android 15 | Nothing Phone (2) ✍️ Details: - Version: 2.3 - Codename: #Pong - Released: 12/12/24 🔽 Download: [ Here | sourceforge ] (Sideload/Flash via orangefox recovery) 🆘 Support : Here ⚙️ Installation: Here 📸 Screenshots: Here ✨ Source Changelogs: Here 🔖 Tags : #ROM#AOSP#pixelage#V#qpr1 ✨ Changelogs - qpr1 ✍️ Note: - Meteoric kernel is baked in with prepatched KSU - gapps inbuilt, don't flash gapps 🏆 Credits - Chandu for base DT - Hellboy for Meteoric kernel - Fabian for PA Glyph Implementation - Testers: @Devasee@notnaito 😎 Maintainer : @Drishal 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2

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#pong#rom#aosp#pixelage#v#qpr1
Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #633 · 06/12/2025, 11:27 AM

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Pixelage - Official | Android 15 | Nothing Phone (2) ✍️ Details: - Version: 2.8 - Codename: #Pong - Type: #Gapps - Released: 10/6/25 🔽 Download: Here | Mirror 🆘 Support : Here ⚙️ Installation: Here 📸 Screenshots: Here ✨ Changelogs: Here 🔖 Tags : #ROM#AOSP#Pixelage#V#QPR2#Official ✍️ Note: - Meteoric kernel is baked in with prepatched KSU - Gapps inbuilt, don't flash gapps 🏆 Credits - @Ghosuto7 for trees - Hellboy & Fabian for PA Glyph Implementation 👤 Maintainer : @Drishal 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2

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#pong#gapps#rom#aosp#pixelage#v#qpr2#official