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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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@githubtrending · Post #15504 · 02/19/2026, 12:00 PM

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#other#awesome_list#awesone#distrubuted#global#infra#onboarding#paas#saas#toolbox Free SaaS tools span multiple business functions—from project management (Asana, Trello) and CRM (HubSpot, Zoho) to design (Figma), video conferencing (Zoom), and data analysis—enabling startups and small teams to operate efficiently without upfront costs. Many platforms offer free tiers with essential features, allowing you to test tools before upgrading. This approach lets you build a complete tech stack affordably, scale gradually as your business grows, and allocate budget toward features that directly drive revenue rather than basic software licenses. https://github.com/LlamaGenAI/awesome-free-saas

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