[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-deepseek":3},{"tag":4,"articles":11},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":10},"70323e59-46bb-4b00-93c0-03d6211f3206","DeepSeek","deepseek",5,"DeepSeek 代表新一輪開源與低成本大模型競爭，牽動推論效率、KV cache、GPU 配置與雲端部署成本。從模型架構到 NVIDIA 供應鏈，它正在改寫 AI 基礎設施的估值與選型。","DeepSeek marks a shift in open-weight LLM competition, where inference efficiency, KV cache behavior, GPU memory, and cloud deployment cost matter as much as raw model size. It also feeds into broader questions about NVIDIA, hardware supply, and AI infrastructure pricing.",[12,21,28],{"id":13,"slug":14,"title":15,"summary":16,"category":17,"image_url":18,"cover_image":18,"language":19,"created_at":20},"327cb21a-e255-4225-93de-fa6369880bb0","will-nvidia-stock-recover-after-deepseek-zh","DeepSeek 之後，NVIDIA 股價會回來嗎","DeepSeek 讓市場重新算 AI 成本，但 NVIDIA 仍握有 GPU、CUDA 與資料中心供應鏈。本文用數字、競品與產業脈絡，拆解股價能否回升。","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775161858604-gxgw.png","zh","2026-04-02T20:30:36.102518+00:00",{"id":22,"slug":23,"title":24,"summary":25,"category":17,"image_url":26,"cover_image":26,"language":19,"created_at":27},"c701c93e-a74b-49a7-ac72-40ed577a6e92","nvidia-b300-vs-h200-deepseek-perf-zh","NVIDIA B300 對 H200：DeepSeek 實…","B300 有 288GB HBM3e 和 8TB\u002Fs 頻寬。這篇直接比 H200，拆解 DeepSeek 推論、KV cache、雲端成本與部署取捨。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775161680437-1ibz.png","2026-04-02T20:27:38.70665+00:00",{"id":29,"slug":30,"title":31,"summary":32,"category":33,"image_url":34,"cover_image":34,"language":19,"created_at":35},"e7d8242f-edab-4282-8317-9a27fec3cb91","sebastian-raschka-llm-architecture-gallery-zh","Sebastian Raschka 的 LLM 架構圖鑑","Raschka 的 LLM Architecture Gallery 把 GPT-2、Llama 3、OLMo 2、DeepSeek、Qwen 等模型的層數、注意力與 KV cache 數字攤開來比，工程師一眼就能看出部署差異。","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775121663540-srg4.png","2026-04-02T07:27:33.561537+00:00"]