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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 #3893 · 01/16/2025, 01:00 PM

Major Funding Rounds Announced in January Multiple startups have secured significant funding in January 2025: - Sygnum raises $58M. - Amogy nets $56M for its ammonia-based energy solution aimed at decarbonizing transportation by 2050. - Nelly achieves $52.57M to streamline digital documentation. - Bioptimus raises $41M for an AI foundation model in biology. - Orchid Security collects $36M to enhance application security. - Cresicor secures $30M for trade promotion management. - Hinge Bio raises $30M for antibody innovation. - SeeQC gets $30M for a digital quantum computing platform. - NatureMetrics raises $25M for biodiversity monitoring. - Vertical Compute nets $20.6M for data-intensive workload processing. Full details can be found on their respective websites. #Funding#Investment#Startup#Amogy#AI#Bioptimus#QuantumComputing#Sygnum#Security#NatureMetrics#Biodiversity#Technology#Transport#DigitalSignatures#Decarbonization#Semiconductors#DeepTech#Ecosystem#VC#Crypto