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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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Venture Village Wall 🦄

@venturevillagewall · Post #4132 · 02/12/2025, 01:00 PM

Investments Surge in Tech Startups Recent funding rounds highlight growing investments in innovative technology firms: - Nirmata: $9.60M for security and compliance solutions. - Gaudi Clinical: $8.92M, advancing medical technology. - Watney Robotics: $8M, focusing on autonomous infrastructure. - ACT-ion Battery Technologies: $7.50M for revolutionary battery materials. - Fragmetric: $7M, enhancing staking protocols. - Lithium Africa: $6M, exploring cost-effective mining options. - TOKYO GameFi: $6.95M, redefining Web3 experiences. - Lens: $5.53M, improving management solutions. - ReCarber: $5.50M, developing carbon removal projects. Additionally, Sam Altman emphasizes the rapid advancement of AI capabilities, suggesting a tenfold increase in power annually, leading to significant impacts on employment and wealth distribution. Read more #Funding#Tech#Startups#AI#Crypto#Robotics#BatteryTech#Web3#CarbonRemoval#Healthcare#Lithium#Kubernetes#SaaS#Tokenomics#Innovation#AGI#VC