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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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Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40041 · 11/08/2025, 07:01 PM

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Today we present you: The takahē (Porphyrio hochstetteri) — a flightless, endemic New Zealand bird, that was once thought extinct and famously rediscovered in 1948 — has been saved from the brink of extinction by intensive conservation: captive breeding, predator control, and protected reserves. Populations have increased but the species remains threatened and needs continued protection. Around 500 birds are now known to survive. [Learn more here] Tags: #Takahē#Conservation#NZ#Endangered#LazarusSpecies

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Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40026 · 11/06/2025, 03:02 PM

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We have the honor of presenting you the Cuban solenodon (Atopogale cubana) it is a small, nocturnal mammal endemic to Cuba. Secretive and evolutionarily unique, it delivers venom through grooves in its lower incisors during a bite. Populations are fragmented and declining; the species is endangered due to habitat loss and invasive predators. Increased surveys and habitat protection are needed. [Learn more here] @googlefactss #CubanSolenodon#Endangered#Conservation#Cuba#LazarusSpecies

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