#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
Il centrodestra vince le elezioni suppletive in #Veneto, i leghisti Giulio #Centenaro e Alberto #DiRubba subentrano a Massimo Bitonci e Alberto Stefani.
Collegio di Selvazzano Dentro:
🔵 Centenaro (CDX): 59,44%
🟠 Stivanello (CSX): 31,21%
⚫ Adinolfi (PdF): 5,03%
🟡 Paccagnella (ORA!): 4,32%
Collegio di Rovigo:
🔵 Di Rubba (CDX): 57,43%
🟠 Bovolenta (CSX): 34,91%
⚪ Padoan (Ind.): 7,67%
@UltimoraPolitics24
#Italia#Suppletive
Camera dei Deputati, collegio di Selvazzano Dentro - 50 sezioni scrutinate su 353
🔵 Giulio #Centenaro (CDX): 64,28%
🟠 Antonino #Stivanello (CSX): 26,31%
🟤 Mario Adinolfi (#PdF): 5,30%
🟡 Andrea #Paccagnella (ORA!): 4,11%
@Osservatorioitaliano
#Italia#Suppletive
✅ Giulio #Centenaro (#Lega|PfE) e Alberto #DiRubba (Lega) sono eletti deputati rispettivamente al posto dell’ex sottosegretario e attuale Assessore all’Industria Massimo #Bitonci e del Presidente della Regione Veneto, Alberto #Stefani.
@OsservatorioItaliano