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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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AppPie

@AppPie · Post #2291 · 12/31/2024, 04:02 AM

#Developers Shortest: AI 驱动的自然语言测试框架 🔗GitHub Shortest 是一个基于 Playwright 的端到端测试框架,允许你用自然语言编写测试用例,由 AI 处理具体实现。 主要特点 • 自然语言测试:用日常语言描述测试场景 • AI 驱动执行:使用 Claude API 处理测试实现 • Playwright 基础:稳定可靠的测试执行 • GitHub 集成:支持双因素认证 • 邮件验证:集成 Mailosaur 开源许可证 MIT license。 #GitHub#OpenSource#Testing#AutomatedTesting#AI#Playwright 📮 频道 @AppPie​​​​​​​​​​​​​​​​