#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
💿 The Rise and Fall of the Compact Disc
Having been hit by the rise of MP3 players in the early 2000s, #CD sales nearly halved between 2000 and 2007, which is when smartphones and the first music streaming services emerged to put the final nail in the compact disc’s little round coffin.
#Nostalgia
🚀@PerspectiveIX
🌀 http://prs.pctvix.co/TelegramIX
#Italia
❗️ Bruno #Tabacci (#CD|Centro): "Se si andasse a votare, il centrosinistra dovrebbe presentarsi con una larga coalizione dichiarando fin da subito che, se vincesse, l'unico premier possibile sarebbe Mario Draghi."
@UltimoraPolitics
#Italia#Elezioni2022
#Tabacci (#CD) contro #Calenda: "Le terze vie sono a servizio della vittoria della destra, chi le sceglie sarà come Conte."
@UltimoraPolitics
#Italia#Elezioni2022
Accordo siglato tra Luigi #DiMaio (#IpF) e Bruno #Tabacci (#CD). Lunedì mattina verrà presentato il nuovo progetto. (Adnkronos)
@UltimoraPolitics