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Source channel @githubtrending · Post #15539 · Mar 5

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#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

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@hmangafor3duploadtest · Post #21025 · 01/15/2025, 03:52 PM

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#S_SUMMER_BREAK_1-3 #s_Turn" #s_Very_Merry_Christmas#s_Very_Merry_Christmas" #s_Villa" #s" #Sabotage_1#Sabotage_1-4 #Sabotage_2#Sabotage_3#Sabotage_4#Sail#Saisyuusyoku#sakai08#Santa_Swap#Satisfying_Needs_1-6 #saw2008#SD大學陪讀生林婉晴_1-3 #Secret_of_Beauty_03#Secret_of_Beauty_1_-_Stone_Lady #Secret_Of_Beauty_2_-_Orc_rituals #SedesDis#Seduction_the_Beast#Serge3d#Serge3dx#Serge3DX#ses21#Shassai#Sherry#Shin_Sangoku_Musou#Shiun#Shiun红忍的修行01-07 #Shota_Kyoudai_no_Itazura#ShowTime#silvercastle#Singer#Sister#Skin_Exprience#Skinsuit_Possession#Sky_Cat#Skyla_-_Wrong_Turn #SLASH#Slave_Plan_01-不知火舞は惨めではない #Slave_Plan_02-女性ファイター春麗をキャプチャ #Sleeping_Beauty_5#Sleeping_Beauty_6#Slumber_party#smallflyingrat#smallflyingrat（小飛鼠） #Smarttigerd#Sneaky_Bastard#Son_of_beach#Sorceress_Lori_-_Beyond_Death_+_Sold_To_Demons #Sound_Garden_1-6 #Space_Pirate#speaKCiao#Spellbound#Spider-Man #SR_3DART#Stacy_001#Stacy_002#Stan#stan13#Steri-Nurse_-_Come_Join_Us #Steri-Nurse_-_The_Lesson #Stopwatch_时间停止器#Strangers_in_a_StrangeLand_1-3 #Succubus_Trap#Sunny_Wheel#Supafly#SupaFly#sycosistg#System_Failure#t_Get_Caught_Again_+_Knight_Elayne_-_Game_of_Mischief" #TachibanaKizen#taka4106#Tanya_&_The_Succubus_1-3 #Telsis#Tento#TERESA_-_CAN_NOT_GO_BACK #The_Amazing_Elinor#The_Audition1-2\xa0\xa0 #The_Bang_1-2 #The_Boy_and_his_Dog#The_Call#The_Cloud_Temple_&_Redux #The_Crafty_Maid#The_Evolution_of_Hermine_Granger#The_exchange_student#The_Fall_Of_The_Swan_vol.1\xa0\xa0 #The_Fall_Of_The_Swan_vol.2_-_The_nightmare_of_a_ballet_dancer #The_Final#The_First_Prize#The_Game_+_Luna #The_Gift#The_Grandma_01-03 #The_healer#The_Holiday#The_Meeting#The_Obsession#The_Park_1#the_pw#The_Sacrifice_Ch.1-16_Completed\xa0\xa0 #The_Scandalous_Proposal#The_Sex_Toy#The_Special_Offer#The_Tan_1-8 #The_Trip_to_Egypt_1-3 #The_Trophy_Wife#The_Ultimate_Beast_Hunt#The_Ultimate_Goblin_Gangbang#The_Ultimate_Goblin_Gangbang_2#The_Ultimate_Slave_Training#The_Violinist#The_visit#TheMaskedMoron#Thief_Ezri_-_Don #Tia_001#Tia_002#Tifa#Tifa_Rape_by_Zombies#Tifa_vs_Fly#Tifa_vs_Roach#tifalover#Tim#TiMOP#tin_a_fool_TikTok_MYLF" #Tira#TKXS#Together_In_The_Army_Now_1#Together_In_The_Army_Now_2#Tomb_Raider_-_The_Death_Mask_of #TOP1女销售经理的堕落01#TOP1女销售经理的堕落02#TOP1女销售经理的堕落03#Tough_luck#Trade_Winds#Training_Tsunade#Trap_Video#Trapped_With_The_Orc#Trick_or_Treat_1_&_2_-_Jack_O #Trick_or_Treat_3_Part1_&_Part2 #Trick_or_Treat_4_-_Part_3 #Trick_or_Treat_4_-_Part_4 #Trick_or_Treat_4_-_Part_5 #Trick_or_Treat_4_Part1#Trick_or_Treat_4_Part2#Trick_or_Treat_5#Trick_or_Treat+Timmy_strikes_back\xa0\xa01-5 #TrophyMom_1-4 #trust2018#Tslove#uglive_4k#Uiafox#UIAFOX#Ultra_Lady_tai_Hae_Seijin#Ultraman#Ultrarin#uncensored#Underworld#uuG#V-Kris #V1z3t4#valentine_1-3 #Valentine_Episode_1#Valentine_Episode_1-2 #Valentine_Episode_2#Vampire_Hunters#Vchan

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#s_summer_break_1#s_turn#s_very_merry_christmas#s_villa#s#sabotage_1#sabotage_2#sabotage_3#sabotage_4#sail#saisyuusyoku#sakai08#santa_swap#satisfying_needs_1#saw2008#sd大學陪讀生林婉晴_1#secret_of_beauty_03#secret_of_beauty_1_#secret_of_beauty_2_#sedesdis#seduction_the_beast#serge3d#serge3dx#ses21#shassai#sherry#shin_sangoku_musou#shiun#shiun红忍的修行01#shota_kyoudai_no_itazura#showtime#silvercastle#singer#sister#skin_exprience#skinsuit_possession#sky_cat#skyla_#slash#slave_plan_01#slave_plan_02#sleeping_beauty_5#sleeping_beauty_6#slumber_party#smallflyingrat#smarttigerd#sneaky_bastard#son_of_beach#sorceress_lori_#sound_garden_1#space_pirate#speakciao#spellbound#spider#sr_3dart#stacy_001#stacy_002#stan#stan13#steri#stopwatch_时间停止器#strangers_in_a_strangeland_1#succubus_trap#sunny_wheel#supafly#sycosistg#system_failure#t_get_caught_again_#tachibanakizen#taka4106#tanya_#telsis#tento#teresa_#the_amazing_elinor#the_audition1#the_bang_1#the_boy_and_his_dog#the_call#the_cloud_temple_#the_crafty_maid#the_evolution_of_hermine_granger#the_exchange_student#the_fall_of_the_swan_vol#the_final#the_first_prize#the_game_#the_gift#the_grandma_01#the_healer#the_holiday#the_meeting#the_obsession#the_park_1#the_pw#the_sacrifice_ch#the_scandalous_proposal#the_sex_toy#the_special_offer#the_tan_1#the_trip_to_egypt_1#the_trophy_wife#the_ultimate_beast_hunt#the_ultimate_goblin_gangbang#the_ultimate_goblin_gangbang_2#the_ultimate_slave_training#the_violinist#the_visit#themaskedmoron#thief_ezri_#tia_001#tia_002#tifa#tifa_rape_by_zombies#tifa_vs_fly#tifa_vs_roach#tifalover#tim#timop#tin_a_fool_tiktok_mylf#tira#tkxs#together_in_the_army_now_1#together_in_the_army_now_2#tomb_raider_#top1女销售经理的堕落01#top1女销售经理的堕落02#top1女销售经理的堕落03#tough_luck#trade_winds#training_tsunade#trap_video#trapped_with_the_orc#trick_or_treat_1_#trick_or_treat_3_part1_#trick_or_treat_4_#trick_or_treat_4_part1#trick_or_treat_4_part2#trick_or_treat_5#trick_or_treat#trophymom_1#trust2018#tslove#uglive_4k#uiafox#ultra_lady_tai_hae_seijin#ultraman#ultrarin#uncensored#underworld#uug#v#v1z3t4#valentine_1#valentine_episode_1#valentine_episode_2#vampire_hunters#vchan