TGINSIGHT SIMILAR POSTS
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: #mpembaeffect
@googlefactss · Post #40237 · 12/02/2025, 11:01 AM
❄️ Hot water does NOT freeze faster than cold water. While a rare phenomenon called the Mpemba effect suggests it can happen under specific conditions, cold water almost always freezes first. [Source] This post is a correction for another one we posted in the past [here] @googlefactss#Science#Physics#WaterFreezing#MpembaEffect#MythBusted