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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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Venture Village Wall 🦄

@venturevillagewall · Post #3443 · 12/19/2024, 11:00 AM

YouTube Issues and Economic Growth Users in Russia again report issues with YouTube, causing a traffic drop noted by Google. The Roskomnadzor is seeking data from providers on user attempts to access blocked sites, despite existing data collection measures not aiding user identification. The Ministry of Economic Development aims to raise processing limits to improve labor market flexibility amid staff shortages. The cybersecurity market is projected to grow by up to 30% in 2024, although some estimates suggest only 10-15% growth due to high interest rates and tax burdens. Yandex plans to negotiate with Haier, TCL, and Huawei to install its OS on all TVs sold in Russia. AI search engine Perplexity secures $500 million funding, raising its valuation to $9 billion, up from $1 billion in April. In the U.S., the investigation into TP-Link for potential national security threats begins, as it commands 65% of the U.S. home router market. #YouTube#Russia#InternetIssues#Roskomnadzor#LaborMarket#Cybersecurity#Growth#Yandex#AI#Funding#Perplexity#TPLink#NationalSecurity#TechNews#MarketTrends#Television#Haier#TCL#Huawei#EconomicDevelopment#VPN