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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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宇宙航海誌

@uchuukoukaishi · Post #617 · 07/28/2024, 01:34 PM

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#parody 分布式GPT共识问题: 在一个n节点系统中，每个节点上运行一个GPT参与共识决策，那么最多可以容忍多少个GPT出错

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movies & series 🍿

@images · Post #1856 · 06/16/2025, 02:34 PM

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🍿 The Naked Gun: Can the craziest humor survive such an over-the-top reboot? 📆Release: August 1, 2025 🎭Genre: #Comedy · #Parody ⬇️Follow the movie The trailer just dropped. I’m loving how Neeson fully commits to the cartoonish vibe—pigtails and all—but I can’t help wondering if that style clash (dramatic action vs. full-on slapstick) will hold up for 100 minutes. Director Akiva Schaffer (Hot Rod) keeps things at a breakneck pace, packing in visual gags that verge on excess and nods to Airplane!… yet haven’t we already been hit over the head with viral jokes and nostalgic eye candy? I’d like to see more risk in the script and fewer callbacks to the original saga, so this “continuation” doesn’t just feel boxed in. Do you think the classic ZAZ formula can be reinvented, or is it destined to end up as fan-service for die-hards? 🚨🔍🎬ç

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#comedy#parody