#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
🎉 Celebrating the upcoming IHO of @RankerDAO on Hot Cross with a sweet giveaway!
🎁 $10,000 in #HOTCROSS
🎮 $10,000 in $RANKER
🏆 500 Winners ($40 each)!
To join the campaign, do the following:
🐷 Follow @hotcrossann & https://t.me/RankerDAO_ann Announcements
🐷 Join @hotcross & @RankerDAO TG Group
🐷 Follow https://twitter.com/hotcrosscom & https://twitter.com/RankerDAO?t=chy4IrKNI1nJpvz58lTjxA&s=09 on Twitter
🤞Mandatory task
♻️ + ❤️ = RT + Like
Fill the form below 👇🏼👇🏼👇🏼
https://t.co/SBRaDgUu5i
#airdrophttps://t.co/OdpjOYVT7v
🎂 We would like to wish our friends at @FrontierDotXYZ a happy 1-year anniversary for $FRONT!
🎁#Giveaway time! Woohoo!
🏆 Download the Frontier Crypto & DeFi Mobile App to receive your share of $10,000 in #HOTCROSS
🎁 To join the campaign, do the following:
🐷 Follow @hotcrossann Announcements
🐷 Join @hotcross TG Group
🐷 Follow https://twitter.com/hotcrosscom on Twitter
🔷 Follow https://twitter.com/frontierdotxyz on Twitter
🔷Follow @FrontierDotXYZ Announcements.
♻️ Retweet the event on Twitter:
Finally:
📨 Fill in the Gleam form for a chance to win!
https://t.co/VN0d12SIXGhttps://t.co/bUrhZX7I3n
Good luck 🤞.
🎊 Hot Cross hops into The Metaverse with SecondLive and an out of this world Blind Box Campaign!
🎂 To celebrate the 1-Year Anniversary of #BinanceSmartChain@bsc_official_announcement we are teaming up with @SecondLiveCommunity to give away Limited Edition #HOTCROSS blind boxes and mine $HOTCROSS during the festival.
🎁 To join the campaign, do the following:
🐷 Follow @hotcrossann Announcements
🐷 Join @hotcross TG Group
🐷 Follow Hot Cross on Twitter
🔷 Follow SecondLive on Twitter
🔷 Join @SecondLiveCommunity TG Group
♻️ Retweet the event on Twitter: https://twitter.com/hotcrosscom/status/1430478918423748613
Finally:
📨 Fill in the Gleam form for a chance to win!
https://hotcross.link/secondlive
Good luck to all in the Metaverse and Happy Anniversary to Binance Smart Chain!
🎂 Celebrating the Second hotcross IHO on #binancesmartchain.
🎁#Giveaway time! Woohoo!
20000$ in #Hotcross + $PEL for 1000 winners.
🎁 To join the campaign, do the following:
🐷 Follow @hotcrossann Announcements
🐷 Join @hotcross TG Group
🐷 Follow https://twitter.com/hotcrosscom on Twitter
🔷 Follow https://twitter.com/propelxyz
🔷Follow https://t.me/propelchat
🎆 Follow. https://t.me/propel_ann
♻️ Retweet the event on Twitter:
Finally:
📨 Fill in the Gleam form for a chance to win!
https://gleam.io/PJO9K/the-hot-cross-x-propel-iho-giveaway
Good luck 🤞.
🎂 Celebrating the first ever hotcross IHO on #binancesmartchain.
🎁#Giveaway time! Woohoo!
20000$ in #Hotcross + $toon
🎁 To join the campaign, do the following:
🐷 Follow @hotcrossann Announcements
🐷 Join @hotcross TG Group
🐷 Follow https://twitter.com/hotcrosscom on Twitter
🔷 Follow https://twitter.com/PontoonFi
🔷Follow https://t.me/pontoon_fi group
♻️ Retweet the event on Twitter:
☠☠Read article for more info - https://updates.hotcross.com/p/iho-pontoon-finance
Finally:
📨 Fill in the Gleam form for a chance to win!
https://gleam.io/tGZd0/the-hot-cross-x-pontoon-iho-giveaway
Good luck 🤞.