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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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STAR VET BOOKS

@starvetbooks · Post #4994 · 03/16/2025, 06:10 AM

💉💉#XYLOCAINE/ #LIDOCAINE_INJECTION💉💉 👉Lidocaine 2% Injection is a potent, Regional/local anesthetic. 👉 Formulated for producing epidural, nerve conduction& infiltration anesthesia. 👉 It is designed for use in dogs, cats, cattle & horses 💉#PRODUCT Injectable solution 💉#COMPOSITION 👉 Each mL of the 100mL Lidocaine 2% contains: ✓Lidocaine HCl: 2.0% ✓Propylene Glycol: 5.2% ✓NaCl: 0.5% ✓Sodium Lactate: 0.5% ✓Preservatives: Methylparaben (0.15%) ✓Sodium Metabisulfite (0.10%) ✓Propylparaben (0.03%) ✓Disodium Edetate (0.001%) 💉#INDICATIONS/USES 👉Local or regional anesthesia in various animal species 👉Nerve blocks for surgical and diagnostic procedures 👉Pain management during minor surgeries in pets & livestock 💉#CONTRAINDICATIONS/CAUTIONS 👉It's a well tolerated 👉Contraindicated in animals with known hypersensitivity to it 👉Caution is advised in animals with pre-existing cardiac conditions. 💉#ADMINISTRATION/DOSAGE 👉#EPIDURAL ✓Cattle/Horses: 5-15 mL. ✓Dogs)Cats: 1 mL/2.5Kg 👉#NERVE_BLOCK ✓Cattle/Horses: 5-20 mL. 👉#INFILTRATION ✓Dilute to a 0.5% conc (1 mL of 2% solution diluted with 3 mL of sterile water = 4 mL of a 0.5% solution 💉#WITHDRAWAL PERIOD 👉 1 day for meat & 24 hours for milk after epidural use of lidocaine 👉 4 days for meat & 72 hours for milk after subcutaneous use of lidocaine. https://t.me/starvetbooks