#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
#XLM/USDT analysis :
#XLM is in an uptrend, trading above the 200-day EMA on the daily timeframe. The price has tested the support zone and 200-day EMA, and it is expected to rebound from the current level and move upside to test higher levels. For a long entry, wait for the price to break above the $0.2760 level.
TF : 1D
Entry : $0.2764
Target : $0.6374
SL : $0.2094
#XLM/USDT analysis :
#XLM is in an uptrend, forming higher highs (HHs) and higher lows (HLs) above the 200 EMA. The price has retested the 200 EMA and is anticipated to rebound, resuming its bullish momentum to test swing high levels. For a long entry, it is recommended to wait for a breakout above the $0.3751 level.
TF : 1D
Entry : $0.3751
Target : $0.6374
SL : $0.2764
#XLM/USDT analysis -
#XLM recently broke above the 200 EMA with strong momentum. The next move might be a retest of this level and a test of the support zone. Look for a pullback near the 200 EMA for a potential long entry. The previous resistance zone could serve as the target level.
TF : 4h
Entry : $0.0937
Target : $0.1198
SL : $0.0863