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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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🦅 [ perspective ix ]

@perspectiveix · Post #1510 · 08/31/2018, 08:00 AM

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​​📺Facebook Watch A year after launching #FacebookWatch in the United States 🇺🇸, #Facebook announced that it’s making the video-on-demand platform available everywhere. Although the global rollout is a logical next step, a recent study suggests that the service hasn’t really made an impact in the U.S. yet. According to a survey conducted by The Diffusion Group, nearly 3 in 4 adult Facebook users in 🇺🇸 haven’t used the service yet. More importantly though, 50% of the respondents have never even heard of Facebook Watch despite its presence on the social network’s navigation bar. 🚀@PerspectiveIX via Statista. ❓ Are you a Facebook Watch user?

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