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Source channel @githubtrending · Post #15340 · Dec 17

#python#gym#gym_environment#reinforcement_learning#reinforcement_learning_agent#reinforcement_learning_environments#rl_environment#rl_training NeMo Gym helps you build and run reinforcement‑learning training environments for large language models, letting you develop, test, and collect verified rollouts separately from the training loop and integrate with your preferred RL framework and model endpoints (OpenAI, vLLM, etc.). It includes ready resource servers, datasets, and patterns for multi‑step, multi‑turn, and tool‑using scenarios, runs on a typical dev machine (no GPU required), and is early-stage with evolving APIs and docs. Benefit: you can generate high‑quality, verifiable training data faster and plug it into existing training pipelines to improve model behavior. https://github.com/NVIDIA-NeMo/Gym

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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