#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
⭐️ FPS – bu nima va nega muhim?
FPS — bu “Frames Per Second”, ya’ni sekundiga ko‘rsatilayotgan kadrlar soni degani. Ekranda qancha ko‘p kadr ko‘rsatilsa, tasvir shunchalik silliq, jonli va tabiiy ko‘rinadi.
📊 FPS darajalari nimani bildiradi?
24 FPS bu - kino va filmlar uchun standart. Kadrlar soni kamroq, lekin ko‘z ko‘nikib ketadi.
30 FPS bu - telefon va oddiy kompyuter o‘yinlarida keng tarqalgan. O‘rtacha silliqlik.
60 FPS bu - silliq harakatlar, o‘yinlar va video uchun ideal daraja.
120 FPS+ bu - professional gamerlar va yuqori darajadagi monitorlar uchun. Ultra silliqlik!
🖥 FPS nima uchun muhim?
✅ O‘yinlarda yuqori FPS — tez javob, aniq nishonga olish va “lag”siz o‘ynash demak.
✅ Video tahrirlashda — harakatlar real ko‘rinadi, ayniqsa sport yoki aksiyalarni ko‘rsatganda.
✅ Virtual haqiqat (VR) texnologiyalarida esa past FPS bosh aylanishi va ko‘z charchog‘iga sabab bo‘ladi.
✅ Xulosa:
FPS — bu oddiy raqam emas. U sizning o‘yin yoki videodagi qulaylik, aniqlik va silliqlik darajangizni belgilaydi. Ayniqsa gamerlar uchun bu juda muhim ko‘rsatkich!
👉Bizning barcha loyihalar | #fps
‼️NFT SALE ON@altura_nft‼️
🔫Users can purchase NFT items on ALTURA marketplace at 12PM UTC, Apr 8th 22
⚡️PRESALE & PUBLIC SALE NFT items will be minted on Metastrike.io in 3 weeks from now
https://twitter.com/metastrikehq/status/1512417518992130055?s=21&t=IrjOJtnk9YYpVx_EligtLg
📜join:t.ly/ny93
👉join: t.ly/hsC9
#NFT#FPS#P2E
‼️OPEN ALPHA EVENT ANNOUNCEMENT‼️
🔥Team up, Play, give feedback and Win a Total Prize of $10,000🔥
All $MTS collected through the event will be burned
Full detail: https://t.ly/oD2U
Register form: https://t.ly/h8xy
#FPS#P2E#NFTs