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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 #15442 · 01/28/2026, 11:30 AM

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#php#billing#codeigniter#crm#invoiceplane#invoices#invoicing#open_source#php InvoicePlane is a free, open-source app you host yourself to easily create and manage professional invoices, quotes, clients, payments, and reports. Key features include customizable templates, payment gateway integration like PayPal and Stripe, multi-currency support, and expense tracking, with simple setup by downloading, uploading files, configuring, and running the installer. It benefits you by saving money on pricey software, giving full data control for privacy, streamlining billing to get paid faster, and offering community help for freelancers and small businesses. https://github.com/InvoicePlane/InvoicePlane

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