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  1. 489.8 tok/s, QWen2.5 7B on RTX3050 for code edit, reproducible decoding — DEV Community — AI
  2. How to pay for AI API access with crypto — no card, no subscription, no account — DEV Community — AI
  3. Ollama vs. llama.cpp on the Same GGUF: The 15% Speed Gap Was the Defaults, Not the Engine — DEV Community — AI
  4. Test if your local inference is safe from the web — r/LocalLLM
  5. Probably old news, but any website you have open can reach your local LLM server while you browse — r/LocalLLM
  6. The Open-Source Paradox: Giving Away AI Makes It Safer (and More Dangerous) — DEV Community — AI
  7. Llama-modchip: 284B DeepSeek on 64GB RAM, no GPU — Hacker News Front Page
  8. Zero-Downtime LLM Inference on Kubernetes Spot Instances (~70% GPU Cost Savings) — DEV Community — Machine Learning

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