#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
czkawka
Multifunctional app to #find#duplicates, empty folders, similar images etc.
Czkawka is a simple, fast and free app to remove unnecessary files from your computer
Features:
• Written in memory safe Rust
• Amazingly fast
• Multi-platform
• Cache support
• CLI and GUI frontend
• Finds:
- Duplicates
- Empty files/folders
- Big files
- Temporary files
- Broken files
- Similar images/videos/musics
Download: https://github.com/qarmin/czkawka/releases
https://github.com/qarmin/czkawka
@foss_desktop
P-p判p我w有y罪z- 判我有罪 Find Me Guilty (2006)
直达链接:https://pan.quark.cn/s/9e38c2733a50
#判我有罪#Find Me Guilty #老大无罪
#Find Me Guilty: The Jackie Dee Story
链接:https://link3.cc/sf_com
#电影#喜剧#美国#00年代
#FitLocal#Find#Local#Trainers
Join the FitLocal: Find Local Trainers beta on ✈️#TestFlight
🔗 Link: https://testflight.apple.com/join/tJE8FBcS
Shared by Dimitri
X-x寻x找z心x中z的d你n- 寻找心中的你 王家欣 (2015)
直达链接:https://pan.quark.cn/s/e95386c8b3c3
#寻找心中的你
#王家欣
#Wong Ka Yan
#Find My Mind of You
链接:https://link3.cc/sf_com
#电影#爱情#内地#10年代