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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 #3588 · 12/20/2024, 10:29 AM

AI Marketer Launches for $29 Introducing Nikolai's service, MarketOwl, which provides virtual marketing teams for small businesses. The AI-driven platform automates content creation and identifies potential customers. Currently, it supports around 100 users monthly, generating about $3k in revenue. The concept originated from Nikolai's observations of small companies lacking marketing resources, expertise, and time. After initial failures with a marketing strategy MVP, he pivoted to develop the AI marketer. Engagements in a dedicated subreddit led to high conversion rates for subscriptions. Successful products arise from addressing real audience problems. To effectively enter the market, consider using the Plan-Kapkan consisting of 35 steps for launching. #MarketOwl#AI#Marketing#ContentCreation#SmallBusiness#SaaS#VirtualTeam#Startup#Entrepreneurship#MVP#ProblemSolving#Automation#CustomerAcquisition#AudienceEngagement#Subscription#Revenue#Strategy#PlanKapkan#BusinessGrowth#MarketingTools