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Source channel @githubtrending · Post #14958 · Jul 14

#python#agent#agentic_ai#grpo#kimi_ai#llms#lora#qwen#qwen3#reinforcement_learning#rl ART is a tool that helps you train smart agents for real-world tasks using reinforcement learning, especially with the GRPO method. The standout feature is RULER, which lets you skip the hard work of designing reward functions by using a large language model to automatically score how well your agent is doing—just describe your task, and RULER takes care of the rest. This makes building and improving agents much faster and easier, works for any task, and often performs as well as or better than hand-crafted rewards. You can install ART with a simple command and start training agents right away, even on your own computer or with cloud resources. https://github.com/OpenPipe/ART

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Coin Sonar

@CoinSonar · Post #243582 · 04/17/2026, 10:04 AM

#APT | Volume spike (USDT PAIR) 58 times the average volume 323.92K USDT traded in 1 min └Buying vol: 282.45K USDT 🟢 Boost score: 6/10 24h Vol: 8.01M USDT (Binance) Price: 1.016 (-3.7% in 24h)

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CryptoBull_360™

@cryptobull_360 · Post #49284 · 04/14/2026, 07:07 AM

💰#APT Aptos announces about a major update to tokenomics. The APY from staking has been reduced to 2.6%, the gas fee has been increased by 10 times, and a hard cap of 2.1 billion APT has been established. The Fund will permanently block 210 million APT. The team is also exploring the possibility of a buyback program and expects the new decentralized exchange (DEX) to burn more than 32 million APT annually once it launches.

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Pro Analysis

@proanalysistrader · Post #28491 · 02/22/2025, 03:31 AM

#APT/USDT analysis : #APT is currently in a bearish trend, trading below the 200 EMA and consistently creating new lows. The price has rejected from both the 200 EMA and the resistance zone. It is expected to continue its bearish momentum and test lower levels. TF : 4h Entry : $6.00 Target : $4.32 SL : $7.14

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Crypto Headlines

@market_headlines · Post #28395 · 04/14/2026, 08:50 AM

⚙️#APT Aptos меняет токеномику. Команда проекта объявила о переходе к новой модели – теперь эмиссия APT будет зависеть от реальной активности сети, а не раздаваться как субсидия. Ключевые изменения: ➤ Награда за стейкинг снижается с 5,19% до 2,6%. ➤ Комиссии за газ увеличат в 10 раз (но все еще ~$0,00014 за перевод). ➤ Все комиссии сжигаются → чем больше активности, тем меньше APT в обращении. ➤ Появится жесткий лимит предложения – 2,1b APT. ➤ 210m APT навсегда заблокируют (фактически как сжигание). ➤ Гранты теперь только за результат (через KPI). ➤ Рассматривается запуск программы обратного выкупа токена APT с открытого рынка. Ранее: голосование Crypto Headlines

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Pro Analysis

@proanalysistrader · Post #28327 · 12/08/2024, 01:58 PM

#APT/USDT analysis : #APT is in an uptrend, currently experiencing an impulsive phase. It is anticipated that a correction phase will soon occur, leading the price to retrace and test the support zone. Following this test, a bounce back is expected, allowing the price to continue its impulsive move. TF : 4H Entry : $13.17 Target : $15.75 SL : $11.93

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