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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 #15383 · 01/02/2026, 11:30 AM

#go#customer#feature_request#feedback#ideas#suggestions Fider is a simple tool for collecting customer feedback, feature requests, and votes to prioritize what users want most. Use Fider Cloud for quick managed setup or self-host it free on your servers. Customize it, invite users to suggest ideas, vote, and discuss, then update statuses like "planned" or "done" to keep them informed. This saves time guessing needs, boosts customer loyalty through engagement, and helps build better products efficiently. https://github.com/getfider/fider