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  1. Zero-Downtime LLM Inference on Kubernetes Spot Instances (~70% GPU Cost Savings) — DEV Community — Machine Learning
  2. Llama 3.3 70B vs DeepSeek-V3: Open-Weight Frontier Benchmark, Reasoning Latency, and GPU Economics Showdown — DEV Community — Machine Learning
  3. Llama vs Qwen vs DeepSeek: How Much VRAM Do You Need to Self-Host? — DEV Community — AI
  4. Your AI models can change. Your memory shouldn't. — DEV Community — AI
  5. Blind listening test: 62 people compared 8-bar piano loops written by 8 LLMs (Gemini, Claude, Qwen, Kimi, Grok, GPT-6.1, DeepSeek, Llama). Interim results — r/artificial
  6. Config-Verified Comparison Maps How 10 Open MoE Models Route Tokens — MarkTechPost
  7. DeepSeek V4.1 Flash gains traction across local rigs, benchmarks, and serving platforms — Vercel Blog
  8. Tencent launches Hy4 AI model with visual reasoning and finance benchmark lead — DigiTimes Asia

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