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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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Writers Cafe

@WritersCafe · Post #521 · 12/25/2025, 02:03 PM

New#query by 8047007036from@WritersClub: 🤔 Hi i wanna ask something ,in your free time what genre do you guys like to read in fictional novels- comic ,medical ,sci-fi,mystery, teen romance ,historical , murder mystery. Please do tell 👉🏻Answer in comments below!

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Writers Cafe

@WritersCafe · Post #520 · 12/24/2025, 05:41 AM

New#query by 200078866from@WritersClub: 🤔 list the publishing platforms / agencies where a new writer can publish their work. Please mention whether they are free / paid and preferably their plans and contact / website. 👉🏻Answer in comments below!

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Writers Cafe

@WritersCafe · Post #513 · 08/26/2025, 08:32 AM

New#query by 7273588002from@WritersClub: 🤔 I want to publish my book where can I...? 👉🏻Answer in comments below!

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Writers Cafe

@WritersCafe · Post #402 · 10/24/2023, 10:10 AM

New#query by 5135634813from@WritersClub: 🤔 How long should the first chapter of a novel be?? 👉🏻Answer in comments below!

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Writers Cafe

@WritersCafe · Post #398 · 01/13/2023, 03:09 PM

New#query by 5135634813from@WritersClub: 🤔 I want to describe a scene where two people ( a girl and a boy ) Are standing in front of each other's and thinking simultaneously. Is it possible to describe there thoughts together? If yes then please anyone help me with an example. 👉🏻Answer in comments below!

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Writers Cafe

@WritersCafe · Post #374 · 07/24/2022, 02:27 PM

New#query by 5135634813from@WritersClub: 🤔 I've been working on some fictional plot for months, but I am unable to find right words. Also how do I decide what's better voice for the novel male female or 3rd person??? 👉🏻Answer in comments below!

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Writers Cafe

@WritersCafe · Post #361 · 07/03/2022, 08:54 AM

New #query by 136817688 from @WritersClub: 🤔 What makes a poem good? Rhythm, rhyme, skills with words or pure emotions? 👉🏻 Answer in comments below!

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Writers Cafe

@WritersCafe · Post #334 · 10/09/2021, 05:14 AM

New#query by 1736858014from@WritersClub: 🤔 Which is the best book or website to learn poetic devices? 👉🏻Answer in comments below!

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Writers Cafe

@WritersCafe · Post #332 · 09/19/2021, 11:53 AM

New#query by 200078866from@WritersClub: 🤔 I want some korean names and also some Japanese names for my character, please suggest. 👉🏻Answer in comments below!

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Writers Cafe

@WritersCafe · Post #330 · 08/03/2021, 05:00 PM

New#query by 826179191from@WritersClub: 🤔 How can I share my work and request others to check it? 👉🏻Answer in comments below!

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Writers Cafe

@WritersCafe · Post #328 · 07/28/2021, 03:00 PM

New#query by 1423706429from@WritersClub: 🤔 How to illustrate parents in a novel written as a first person (Either by calling 'mum/dad' or by specifying their names)? 👉🏻Answer in comments below!

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Writers Cafe

@WritersCafe · Post #325 · 06/27/2021, 03:37 AM

New#query by 1183521428from@WritersClub: 🤔 Can i share links of my blogs? 👉🏻Answer in comments below!

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