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Source channel @githubtrending · Post #15539 · Mar 5

#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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16 similar posts found

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UzCSD | Markaziy depozitariy

@uzcsd · Post #2834 · 11/18/2022, 11:20 AM

DEPO - #STATISTICS CHANGES IN STRUCTURE OF SHAREHOLDERS The number of JSCs totaled 631 and the aggregate volume of shares issues totaled UZS 165 622.4 as of 18.11.2022. The aggregate volume of state owned share in 225 JSCs totaled UZS 133 689.2 billion, i.e. 80.7 %. #structure#shareholders#share#infographics#statistics#changes deponet.uz|Tg|Fb|Inst|Youtube

UzCSD | Markaziy depozitariy

@uzcsd · Post #2818 · 11/11/2022, 09:45 AM

DEPO - #STATISTICS CHANGES IN STRUCTURE OF SHAREHOLDERS The number of JSCs totaled 631 and the aggregate volume of shares issues totaled UZS 165 616.4 as of 11.11.2022. The aggregate volume of state owned share in 225 JSCs totaled UZS 133 690.1 billion, i.e. 80.7 %. #structure#shareholders#share#infographics#statistics#changes deponet.uz|Tg|Fb|Inst|Youtube

UzCSD | Markaziy depozitariy

@uzcsd · Post #2797 · 11/04/2022, 10:25 AM

DEPO - #STATISTICS CHANGES IN STRUCTURE OF SHAREHOLDERS The number of JSCs totaled 630 and the aggregate volume of shares issues totaled UZS 165 616.2 as of 04.11.2022. The aggregate volume of state owned share in 225 JSCs totaled UZS 133 690.3 billion, i.e. 80.7 %. #structure#shareholders#share#infographics#statistics#changes deponet.uz|Tg|Fb|Inst|Youtube

UzCSD | Markaziy depozitariy

@uzcsd · Post #2783 · 10/28/2022, 09:20 AM

DEPO - #STATISTICS CHANGES IN STRUCTURE OF SHAREHOLDERS The number of JSCs totaled 631 and the aggregate volume of shares issues totaled UZS 165 616.2 as of 28.10.2022. The aggregate volume of state owned share in 226 JSCs totaled UZS 133 687.6 billion, i.e. 80.7 %. #structure#shareholders#share#infographics#statistics#changes deponet.uz|Tg|Fb|Inst|Youtube

UzCSD | Markaziy depozitariy

@uzcsd · Post #2775 · 10/21/2022, 12:16 PM

DEPO - #STATISTICS CHANGES IN STRUCTURE OF SHAREHOLDERS The number of JSCs totaled 631 and the aggregate volume of shares issues totaled UZS 164 689.5 as of 21.10.2022. The aggregate volume of state owned share in 226 JSCs totaled UZS 133 687.6 billion, i.e. 81.2 %. #structure#shareholders#share#infographics#statistics#changes deponet.uz|Tg|Fb|Inst|Youtube

UzCSD | Markaziy depozitariy

@uzcsd · Post #2760 · 10/14/2022, 11:55 AM

DEPO - #STATISTICS CHANGES IN STRUCTURE OF SHAREHOLDERS The number of JSCs totaled 631 and the aggregate volume of shares issues totaled UZS 164 619.5 as of 14.10.2022. The aggregate volume of state owned share in 226 JSCs totaled UZS 133 677.9 billion, i.e. 81.2 %. #structure#shareholders#share#infographics#statistics#changes deponet.uz|Tg|Fb|Inst|Youtube

UzCSD | Markaziy depozitariy

@uzcsd · Post #2743 · 10/07/2022, 09:22 AM

DEPO - #STATISTICS CHANGES IN STRUCTURE OF SHAREHOLDERS The number of JSCs totaled 631 and the aggregate volume of shares issues totaled UZS 164 609.8 as of 07.10.2022. The aggregate volume of state owned share in 226 JSCs totaled UZS 133 677.9 billion, i.e. 81.2 %. #structure#shareholders#share#infographics#statistics#changes deponet.uz|Tg|Fb|Inst|Youtube

UzCSD | Markaziy depozitariy

@uzcsd · Post #2724 · 09/30/2022, 12:24 PM

DEPO - #STATISTICS CHANGES IN STRUCTURE OF SHAREHOLDERS The number of JSCs totaled 631 and the aggregate volume of shares issues totaled UZS 164 597.6 as of 30.09.2022. The aggregate volume of state owned share in 225 JSCs totaled UZS 133 665.7 billion, i.e. 81.2 %. #structure#shareholders#share#infographics#statistics#changes deponet.uz|Tg|Fb|Inst|Youtube

UzCSD | Markaziy depozitariy

@uzcsd · Post #2716 · 09/23/2022, 01:02 PM

DEPO - #STATISTICS CHANGES IN STRUCTURE OF SHAREHOLDERS The number of JSCs totaled 631 and the aggregate volume of shares issues totaled UZS 164 397.9 as of 23.09.2022. The aggregate volume of state owned share in 226 JSCs totaled UZS 133 348.9 billion, i.e. 81.1 %. #structure#shareholders#share#infographics#statistics#changes deponet.uz|Tg|Fb|Inst|Youtube

UzCSD | Markaziy depozitariy

@uzcsd · Post #2708 · 09/16/2022, 03:35 PM

DEPO - #STATISTICS CHANGES IN STRUCTURE OF SHAREHOLDERS The number of JSCs totaled 631 and the aggregate volume of shares issues totaled UZS 163 200.5 as of 16.09.2022. The aggregate volume of state owned share in 226 JSCs totaled UZS 132 889.5 billion, i.e. 81.4 %. #structure#shareholders#share#infographics#statistics#changes deponet.uz|Tg|Fb|Inst|Youtube

UzCSD | Markaziy depozitariy

@uzcsd · Post #2688 · 09/09/2022, 12:43 PM

DEPO - #STATISTICS CHANGES IN STRUCTURE OF SHAREHOLDERS The number of JSCs totaled 631 and the aggregate volume of shares issues totaled UZS 163 200.4 as of 09.09.2022. The aggregate volume of state owned share in 226 JSCs totaled UZS 132 895.8 billion, i.e. 81.4 %. #structure#shareholders#share#infographics#statistics#changes deponet.uz|Tg|Fb|Inst|Youtube

UzCSD | Markaziy depozitariy

@uzcsd · Post #2671 · 08/26/2022, 12:54 PM

DEPO - #STATISTICS CHANGES IN STRUCTURE OF SHAREHOLDERS The number of JSCs totaled 630 and the aggregate volume of shares issues totaled UZS 163 190.4 as of 26 August 2022. The aggregate volume of state owned share in 226 JSCs totaled UZS 132 895.8 billion, i.e. 81.4 %. #structure#shareholders#share#infographics#statistics#changes deponet.uz|Tg|Fb|Inst|Youtube

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