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  1. Lawyer's eight-V100 server runs DeepSeek-V4.1-Flash locally at near-NVFP4 quality — r/machinelearningnews
  2. DeepSeek brings app capabilities including search, files, and voice to its API — DeepSeek News
  3. Why we built 50X: Low-cost inference, starting with DeepSeek, powered by distributed data centers. — DEV Community — AI
  4. DeepSeek-V3 & Coder-V2 on Local GPUs: Exact VRAM, MoE Physics & Token Benchmarks — DEV Community — Machine Learning
  5. Why don’t we have national open AI models? — r/LocalLLaMA
  6. How to Deploy DeepSeek-R1 & Qwen on Azure with Scale-to-Zero ($0 Idle Bill) — DEV Community — AI
  7. One Endpoint for Claude, GPT, DeepSeek and GLM: A Router Setup Guide — DEV Community — AI
  8. agentbelt 0.3.0: token optimization for local AI agents, with honest numbers — DEV Community — AI

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