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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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Venezuelanalysis

@venanalysis · Post #1887 · 02/23/2025, 03:43 AM

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📰 NEWS | Venezuela Denounces Guyana ‘False Narrative’ Over Clash in Disputed Essequibo Territory A reported firefight between Guyanese forces and an illegal mining group left several wounded on both sides. Caracas rejected what it referred to as "false narratives" from Georgetown in the context of the unsolved Essequibo territorial controversy. The 200-year-old border dispute is presently being evaluated by the International Court of Justice, although Venezuela has rejected the body's jurisdiction over the case. 🔗 Read the report: https://venezuelanalysis.com/news/venezuela-denounces-guyana-false-narrative-over-clash-in-disputed-essequibo-territory/ #Essequibo#Guyana#IllegalMining

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