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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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©Husniddin Isakov

@isakovxusniddin · Post #6497 · 04/20/2023, 03:42 AM

Qalblar yanada taskin topdi, ahir oshiqlar o'lmas! Fotih Dumanning kitoblari yaxshi chiqdi, "Sir" kitobini 2 kunda o'qib tugatdim, bundan avval "Men" kitobini mutolaa qilgan edik. 🤫 Ushbu kitobga o'lim haqida Sir berkitilgan ekan, men uni anglab yetdim, Sizga ham o'qishni tavsiya etaman, zero, ancha sirlardan xabar topasiz. #Sir @isakovxusniddin

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@ssbclear · Post #9409 · 12/05/2025, 06:59 AM

#SIR#Facts@ssbclear 🗳Massive Drop in 'Zero Ineligible Voter' Polling Stations in Bengal - The number of polling stations in West Bengal with zero ineligible voters plummeted from 2,208 to just 7 after Election Commission scrutiny. - Districts like South 24 Parganas, Purulia, and Malda, which previously had hundreds of such booths, now report only one or two each. - Over 50 lakh electors have been flagged as dead, duplicate, shifted, or untraceable. - Around 98.84% of enumeration forms have been digitised from 7.6 crore registered voters. - A new software, Demographic Similar Entries, helped detect 1.22 lakh ineligible names so far. - Legal action is promised against Booth Level Officers if deliberate errors are found. - These reforms come ahead of West Bengal’s upcoming elections next year.

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