#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
A dark corridors of abandoned high tech hallways. Sci-Fi scenario. Dark as black and gray. Slightly blue lights. Overgrown with plants. Located under a high tech city underground. Fantasy Art. --v 6.0 --ar 7:4
by ritzithesmotherpupperlumen
#tunnel
🍄 Prompt collection
a 1980s fully tiled pool tunnel with fog and neon light, Hyper-realistic, Medium close-up, wide-angle, desaturated colors, movie cinestill from cinematic Netflix show, Moody and dark ambience, Shot on Kodachrome by Gregory Halpern, film grain, halation and bloom in highlights --ar 9:16
#Product_display
#tunnel
by glumlot
🍄 Prompt collection
Президент Шавкат Мирзиёев пойтахтимизнинг Янги Ўзбекистон кўчасида барпо этилган ерости автомобиль йўлини кўздан кечирди.
—
Президент Шавкат Мирзиёев ознакомился с автомобильным тоннелем, построенным на улице Новый Узбекистан в столице.
#Mirziyoyev#tanishuv#tunnel#infratuzilma
Prezident.uz|Facebook|Instagram|YouTube|X
Президент Шавкат Мирзиёев пойтахтимизнинг Янги Ўзбекистон кўчасида барпо этилган ерости автомобиль йўлини кўздан кечирди.
—
Президент Шавкат Мирзиёев ознакомился с автомобильным тоннелем, построенным на улице Новый Узбекистан в столице.
#Mirziyoyev#tanishuv#tunnel#infratuzilma
Prezident.uz|Facebook|Instagram|YouTube|X