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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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Suxrob Xurramov | Blog

@suxrobblog · Post #1376 · 01/19/2026, 04:52 PM

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Vaqtning o‘tishini qarang… Kechagina LC-UP jamoasi bilan tanishgandekman. Odatda ilmiy yo‘nalishdagi loyihalar bilan ishlaganim sabab, kichkina yangilanish sifatida boshlangan hamkorlik oxir-oqibat butun ilovani to‘liq redesign qilishga olib kelgandi. Shunga qaramay, bugun qariyb 50 000 foydalanuvchiga ega bo‘lgan student ilovalarini yangilashga ulgurdik. Ular orasida LC-UP, My School, Vision School, TM school va (oliygoh,uz sayti) boshqa loyihalar ham bor. Vaqt shunchalik tez o‘tibdiki, 6 oy qanday o‘tib ketganini sezmay qolibman. Bu loyiha uchun qilgan research’larim, o‘rganilgan muammolar va topilgan yechimlar hanuz yodimda. Bu yerda faqat dizayn emas, balki haqiqiy product bilan yashash tajribasi bo‘ldi desam ham mubolagʻa boʻlmaydi. Sababi, ilova kundan kunga takomillashib bormoqda. Funksiyanallik taraflama men bemalol ayta olamanki, boshqa raqobatchilarning tushiga kirmagan geymfikatsion yechimlar oʻylab topgan edim. Unaqasi hattoki Duolingoda ham yoʻq! :) P.s. Oʻzim ham harchoq ilovadan student sifatida foydalanib turaman.😅 @suxrobblog #lcup#keys

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Suxrob Xurramov | Blog

@suxrobblog · Post #1312 · 12/19/2025, 08:01 PM

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💤Avval - Keyin ✅ LC-UP Student ilovasi uchun tayyorlangan keysimdan lavhalar. 🖥 Toʻliq taqdimot tez kunda Behance platformasida.... @suxrobblog #lcup#keys

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