Hugging Face 經典 NLP 課程正式轉型為 LLM 課程：迎向大語言模型時代的全面升級★ 85
Hugging Face Blog444 days agoTutorialHugging Face's "NLP Course" has long been a must-read classic for developers and researchers worldwide looking to enter the fields of Transformers and natural…
效率化請求佇列：優化 LLM 推論效能的關鍵策略★ 75
Hugging Face Blog444 days agoTutorial### The Unique Challenges and Memory Bottlenecks of LLM Inference Traditional web services primarily handle concurrent requests through multi-threading or…
Vercel 發布 CVE-2025-30218 安全漏洞公告★ 75
Vercel Changelog444 days agoIncidentVercel has officially published a security vulnerability notice regarding CVE-2025-30218 in its Changelog. CVE (Common Vulnerabilities and Exposures) is the…
Vercel 的 Attack Challenge Mode 現在允許已驗證的機器人與 Vercel Cron Jobs 通過
Vercel Changelog445 days agoReleaseVercel has issued an important update to its security defense mechanism "Attack Challenge Mode." This feature is typically manually or automatically activated…
Vercel 實用指南：一文看懂可組合商務（Composable Commerce）的架構與實踐
Vercel Changelog445 days agoTutorialComposable Commerce is an important architectural evolution in e-commerce in recent years. This practical guide published by Vercel aims to cut through…
使用 Wan2.1 進行風格化影片生成：結合 LoRA 實現獨特視覺風格★ 75
Replicate Blog446 days agoTutorialAlibaba's open-source Wan2.1 is a video generation model that has been receiving widespread attention, and Replicate's latest guide focuses on how to use LoRA…
Vercel 正式支援 Yarn 2+ 依賴項目快取，大幅提升構建速度
Vercel Changelog446 days agoReleaseVercel officially announced in its Changelog that the platform now fully supports dependency caching for Yarn 2+ (i.e., Yarn Berry and subsequent versions)…
Vercel 發布 Flags SDK 3.2：優化 Feature Flags 開發體驗與 Edge 端效能
Vercel Changelog446 days agoReleaseVercel recently released the Flags SDK version 3.2 update. In modern frontend development and Continuous Delivery workflows, Feature Flags have become an…
Hugging Face 如何為 AI 基礎設施大規模擴展金鑰管理系統★ 70
Hugging Face Blog447 days agoCommentary### Background and Challenges As the world's largest AI community and hosting platform, Hugging Face runs millions of models, datasets, and Spaces (AI…
在 Intel Gaudi 上使用 TGI 加速大型語言模型（LLM）推理★ 75
Hugging Face Blog450 days agoReleaseHugging Face's official blog has announced that its widely adopted open-source large model inference framework, Text Generation Inference (TGI), now officially…
Replicate 創意精選：頭像生成、光劍特效與 LoRA 實用技巧
Replicate Blog450 days agoReleaseReplicate recently published the latest edition of its "Creative Roundup," showcasing fun experiments and practical tools built by community members using…
Hugging Face 發布 Open R1 第四次更新：開源推理模型訓練的最新進展與最佳化★ 85
Hugging Face Blog451 days agoReleaseHugging Face's Open R1 project aims to fully open-source and replicate the training pipeline of DeepSeek-R1's reasoning model. In the latest fourth update…
使用 Sentence Transformers 訓練與微調 Reranker 重排模型教學★ 80
Hugging Face Blog452 days agoTutorialWhen building RAG (Retrieval-Augmented Generation) systems, relying solely on vector embeddings for semantic search is often not precise enough. To improve…
Vercel 發布 Next.js Middleware 繞過漏洞事後檢討報告 (Postmortem)★ 85
Vercel Changelog452 days agoIncidentVercel has officially published a postmortem report on the "Next.js Middleware Bypass Vulnerability." Middleware is a core mechanism in Next.js used to handle…
Vercel AI Gateway 正式推出自定義報告功能，提升 AI 成本與效能監控靈活性
Vercel Changelog452 days agoReleaseVercel announced on March 25, 2025 in its Changelog that its AI Gateway service officially supports a "Custom Reporting" feature. Vercel AI Gateway is the core…
Gradio 推出全新 Dataframe 元件：效能與互動體驗全面升級！★ 75
Hugging Face Blog454 days agoReleaseIn machine learning and AI application development, Gradio has long been the go-to tool for developers looking to quickly build web interfaces. However…
Vercel Firewall 主動防禦 Next.js CVE-2025-29927 安全漏洞★ 75
Vercel Changelog455 days agoReleaseVercel announced in its official changelog that its Web Application Firewall (Vercel Firewall) has deployed active defenses against the Next.js security…
Vercel 發表 AI SDK 4.2：全面優化 Agent 工作流與多步驟工具調用★ 85
Vercel Changelog456 days agoReleaseVercel has announced the release of AI SDK 4.2, the latest major update to the open-source AI framework designed for JavaScript and TypeScript developers. As…
Vercel Flags SDK 宣布支援 OpenFeature 開源標準
Vercel Changelog456 days agoReleaseVercel has officially announced that its Flags SDK now supports the OpenFeature standard. OpenFeature is an open-source project under the Cloud Native…
Hugging Face Inference Endpoints 推出全新分析儀表板，全面提升模型監控與 MLOps 體驗
Hugging Face Blog457 days agoReleaseHugging Face recently announced a major upgrade to its hosted model deployment service, "Inference Endpoints," introducing a brand-new and far more modern…
Vercel 推出針對 Monorepo 的 Lockfile 感知部署跳過功能
Vercel Changelog457 days agoReleaseVercel has officially released a major deployment optimization feature for Monorepo (single repository) architectures: "Lockfile-aware deployment skipping." In…
xAI 與 Vercel 攜手合作，為開發者提供無縫的 Grok 模型開發體驗★ 75
Vercel Changelog457 days agoReleaseVercel announced on March 20, 2025, a strategic partnership with xAI, the AI research company founded by Elon Musk. The core mission of this collaboration is…
xAI 正式加入 Vercel Marketplace，開發者可一鍵整合 Grok 模型
Vercel Changelog457 days agoReleasexAI (the AI company founded by Elon Musk) has officially announced its joining of the Vercel Marketplace, bringing a more convenient AI model integration…
Open R1：如何在本機使用 LM Studio 運行 OlympicCoder 進行程式開發★ 75
Hugging Face Blog458 days agoTutorialHugging Face has recently released an updated practical guide for the Open R1 project, walking developers through how to locally deploy and run "OlympicCoder"…
Hugging Face 針對白宮 AI 行動計畫徵求意見稿（RFI）提出政策回應：力挺開源與開放科學
Hugging Face Blog459 days agoOpinionIn March 2025, Hugging Face submitted a formal policy response to the White House's Request for Information (RFI) on the AI Action Plan. As the world's largest…
Groq、fal 與 DeepInfra 正式加入 Vercel Marketplace★ 75
Vercel Changelog459 days agoReleaseVercel has officially announced that three prominent AI infrastructure service providers — Groq, fal, and DeepInfra — have formally joined the Vercel…
Vercel Firewall 現已支援防禦 SAMLStorm 安全漏洞
Vercel Changelog459 days agoReleaseVercel has officially published an update announcing that its security product, Vercel Firewall (Web Application Firewall, WAF), has added defense rules…
Hugging Face 正式整合 Xet 技術：超大型模型與資料集 Git 版本控制迎來全新升級★ 80
Hugging Face Blog460 days agoRelease### Background and Pain Points: The Limitations of Git LFS Hugging Face Hub, as the world's largest AI model and dataset hosting platform, has long relied on…
NVIDIA 於 GTC 2025 為實體 AI 開發者帶來重大發表：推出全新開源模型與資料集★ 85
Hugging Face Blog460 days agoReleaseAt NVIDIA GTC 2025, NVIDIA unveiled a remarkable set of new open-source models and datasets for the field of "Physical AI" — also known as embodied…
Vercel 調降 Log Drains 費用：採用更小計費單位以降低成本
Vercel Changelog460 days agoReleaseVercel officially published an update on March 17, 2025, announcing a reduction in the billing cost for its Log Drains (log streaming) service. The core of…