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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
Search: #tapswapbeta
@tonlines · Post #7105 · 05/08/2025, 12:14 PM
TapSwap Community: Share Your Ideas for the Beta #TapSwapBeta#Web3Gaming TapSwap is inviting community members to contribute ideas for their beta version. Participants can suggest game ideas, features to test, or provide feedback on existing elements. Successful ideas may be implemented in the final release. Source: link @tonlines
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@tonlines · Post #6981 · 04/30/2025, 11:55 AM
⚡️TapSwap Community: Major News Incoming Tomorrow! #TapSwapBeta#SkillGaming#Web3Games TapSwap Community announces a major update about their private beta launching tomorrow, featuring three exclusive skill-based games in Telegram. Limited spots are available, and interested participants should prepare to apply using a Google form link with their Telegram handle. Source: link @tonlines