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Source channel @githubtrending · Post #15415 · Jan 15

#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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@kejiqu · Post #3986 · 12/21/2025, 08:30 AM

ChatGPT 文风,原产地肯尼亚 肯尼亚作家Marcus Olang指出,其写作风格与ChatGPT高度相似,导致其作品屡被退稿,并引发了关于AI“模仿”人类写作方式的讨论。他认为,AI模型并非原创,而是学习了全球南方,特别是肯尼亚等地区严苛教育体系下形成的规范化写作模式。这一现象与AI模型厂商为降低成本,将RLHF工作外包给非洲国家有关,导致模型在用语习惯上受到影响。此外,研究发现ChatGPT对“delve”等词汇的使用频率异常高,也与非洲RLHF工作者的语言习惯有关。这一现象引发了对AI检测器准确性的质疑,以及对非英语母语者在AI时代可能面临的误判风险的关注。IT之家 🏷#ChatGPT#肯尼亚写作风格#RLHF 📢频道👥群组📝投稿

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@githubtrending · Post #14655 · 05/01/2025, 01:30 PM

#typescript#electron#llama#llms#lora#mlx#rlhf#transformers Transformer Lab is a free, open-source tool that lets you easily work with large language models on your own computer, offering one-click downloads for popular models like Llama3 and Mistral, fine-tuning across different hardware (including Apple Silicon and GPUs), and features like chatting, training, and evaluating models through a simple interface—saving you from complex setups like CUDA or Python version issues[1][2][5]. https://github.com/transformerlab/transformerlab-app