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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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#python #gym #gym_environment #reinforcement_learning #reinforcement_learning_agent #reinforcement_learning_environments #rl_environment #rl_training

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Libertà è ragione

@libertaeragione · Post #3878 · 07/10/2023, 05:21 PM

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#Elezioni#Uzbekistan#Presidenziali Risultati definitivi: Affluenza: 79,8% Shavkat #Mirziyoyev (supp. #OʻzLiDeP-#OʻzMTDP)|Centro radicale autoritario|Destra: 87,05% Robaxon #Maxmudova (#ASDP|Centro-sinistra): 4,43% Ulugbek #Inoyatov (#XDP|Centro-sinistra): 4,02% Abdushukur #Xamzayev (#O'zEP|Sinistra verde libertaria): 3,74% Voti nulli: 0,76% Shavkat #Mirziyoyev rieletto Presidente dell'Uzbekistan per la terza volta consecutiva. @OsservatorioEsteri

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#elezioni #uzbekistan #presidenziali #mirziyoyev #oʻzlidep #oʻzmtdp #maxmudova #asdp #inoyatov #xdp #xamzayev #o

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@githubtrending · Post #15415 · 01/15/2026, 12:30 PM

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#go#bpf#cncf#cni#containers#ebpf#k8s#kernel#kubernetes#kubernetes_networking#loadbalancing#monitoring#networking#observability#security#troubleshooting#xdp Cilium is an eBPF-based tool for Kubernetes that delivers fast networking, deep visibility, and strong security. It creates simple Layer 3 networks across clusters, handles load balancing to replace kube-proxy, enforces identity-based policies from L3 to L7 (like HTTP or DNS rules), supports service mesh with encryption, and offers Hubble for real-time traffic monitoring. Stable versions like v1.18.6 run on AMD64/AArch64. You gain scalable performance, easier policy management without IP hassles, better troubleshooting, and higher efficiency for large cloud-native apps, cutting costs and boosting reliability. https://github.com/cilium/cilium

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#go #bpf #cncf #cni #containers #ebpf #k8s #kernel #kubernetes #kubernetes_networking #loadbalancing #monitoring #networking #observability #security #troubleshooting #xdp