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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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Crypto News & Web3 Events | TON Ecosystem

@tonevents_en · Post #1390 · 04/07/2025, 04:10 PM

⚠️ The project was suspended. Funds may be at risk. 🌟Starverse — Telegram Stars Farming and Everyday Giveaways Earning stars has never been so exciting! #Starverse is a game where your tickets turn into real money. A project from the TgLab team, creators of the popular TON Dating mini app. ⏳Farming Every hour you can turn on farming and take a part of the total income of the players. Half of all revenue goes to farmers — the more tickets you have, the bigger the drop. Farm, reinvest and invite friends — you'll get 15% of their purchases. 💰Golden Ticket Every day at 9:00 UTC a winner is randomly selected and receives 15% of all purchases made during the day. How to participate: - farm at least 3 hours a day - buy at least one ticket on the day of the drawing 💰Easy Withdraw Got Stars? You can immediately transfer them to your Telegram account or convert to $USDT without delays. ⭐️Start farming now! #stars#farming#draw#web3