評估驅動開發（Eval-driven development）：更快打造更好的 AI 應用★ 80
Vercel Changelog612 days agoOpinionAs generative AI applications become more widespread, one of the biggest challenges developers face is the "non-deterministic" output of large language models…
修正梯度累積：解決 LLM 微調中常被忽視的數學偏差★ 85
Hugging Face Blog613 days agoTutorial### The Mathematical Flaw in Traditional Gradient Accumulation Gradient accumulation is an extremely common technique in deep learning. When VRAM is limited…
Vercel 推出 v0 團隊方案：支援協作、共享設計系統與統一計費★ 75
Vercel Changelog614 days agoReleaseVercel's wildly popular AI web and UI generation tool "v0" has officially launched "v0 plans for teams," designed to elevate a personal developer productivity…
使用 v0 與 React Three Fiber 為你的網頁專案輕鬆加入 3D 效果★ 75
Vercel Changelog619 days agoReleasev0 (v0.dev), the AI-powered web generation tool from Vercel, has announced a major update: it now officially supports React Three Fiber (R3F). React Three…
Emburse 如何利用 Vercel 將網站效能提升 4 倍
Vercel Changelog619 days agoBusinessEmburse, a globally renowned provider of expense management and accounts payable (AP) automation solutions, previously faced serious challenges including…
Gradio 5 安全性審查：打造更安全的 AI 應用部署環境★ 80
Hugging Face Blog619 days agoReleaseAs AI applications become increasingly widespread, Gradio has become one of the most popular tools for developers to showcase and deploy machine learning…
Replicate 讓 FLUX 運行速度大幅提升，並開源其優化技術★ 72
Replicate Blog619 days agoReleaseThe well-known AI model hosting platform Replicate has announced a significant speed improvement for FLUX image generation models running on its platform. FLUX…
介紹 AMD 第 5 代 EPYC™ 處理器：Hugging Face 攜手 AMD 釋放 CPU 的 AI 推論潛能★ 75
Hugging Face Blog619 days agoReleaseAMD has officially launched its 5th-generation EPYC processor, codenamed "Turin," and Hugging Face has promptly published a blog post detailing the deep…
Chatbase 如何利用 Vercel 開發者體驗與 AI SDK 實現快速規模化
Vercel Changelog620 days agoBusinessChatbase is a platform that allows businesses and individuals to easily train AI chatbots on custom data and embed them into websites. With the explosion of…
獨創者的 AI 開發利器：如何利用 Vercel 與 AI SDK 打造無縫的 AI 體驗★ 75
Vercel Changelog620 days agoTutorialIn the wave of AI adoption, many independent developers (Solo Founders) and solopreneurs face the challenge of "how to launch an AI product quickly with…
使用 Hugging Face 與 Dask 實現大規模 AI 資料處理★ 72
Hugging Face Blog620 days agoTutorialAs the scale of AI models and the volume of training data grow dramatically, the computational capacity and memory (RAM) of a single machine often become…
歡迎來到 Gradio 5：更安全、更快速且支援 SSR 的全新 AI 應用開發框架★ 85
Hugging Face Blog620 days agoReleaseGradio, one of the most popular rapid prototyping tools for AI in the Python ecosystem, has officially reached the major milestone of Gradio 5. This update is…
透過動態投機（Dynamic Speculation）加速 Hugging Face 輔助生成（Assisted Generation）★ 75
Hugging Face Blog621 days agoReleaseHugging Face has published a technical blog post on "Dynamic Speculation," aimed at optimizing the inference speed of large language models (LLMs)…
Supabase 如何透過 Vercel Marketplace 提升註冊量與用戶轉化
Vercel Changelog622 days agoBusinessThis case study from Vercel details how Supabase leveraged the Vercel Marketplace to optimize the developer experience and drive business growth. As a popular…
提升 Hugging Face Hub 上的 Parquet 去重（Deduplication）效率
Hugging Face Blog624 days agoReleaseThe Hugging Face Hub, as the world's largest open-source AI community and dataset hosting platform, automatically converts datasets uploaded in various formats…
應對 Web3 的動態變化：Ledger 如何利用 Vercel 解決流量暴增時的穩定性挑戰
Vercel Changelog625 days agoBusinessIn the Web3 and cryptocurrency industry, traffic volatility is extremely intense. Whether it is a major market swing, a new product launch, or a significant…
Hugging Face 推出 Open FinLLM 排行榜：專為金融領域大語言模型打造的開源評測基準★ 75
Hugging Face Blog625 days agoReleaseHugging Face has officially launched the "Open FinLLM Leaderboard" — a new platform dedicated to evaluating and tracking the performance of large language…
Vercel 推出「函式內併發 (In-function concurrency)」公開測試：單一 Serverless 實例可同時處理多個請求★ 75
Vercel Changelog626 days agoReleaseVercel has officially announced that "In-Function Concurrency" has entered Public Beta. This update fundamentally changes how Vercel Serverless functions…
Vercel 推出 Node.js 函式內併發處理（In-Function Concurrency），大幅降低冷啟動與運行成本★ 75
Vercel Changelog626 days agoRelease### Vercel Addresses Serverless's Biggest Pain Points: Cold Starts and Connection Explosions In traditional Serverless (serverless computing) architectures…
中國 AI 全球擴張簡析：開源模型如何席捲 Hugging Face 與全球市場★ 75
Hugging Face Blog626 days agoCommentaryThis article from the Hugging Face blog takes an in-depth look at how China's artificial intelligence forces have successfully gone global in recent years…
FLUX.1.1 [pro] 正式推出：速度提升 6 倍、品質更佳的全新圖像生成模型★ 85
Replicate Blog626 days agoReleaseBlack Forest Labs has officially launched its latest image generation model, FLUX.1.1 [pro], which is now simultaneously available on the Replicate platform…
Vercel WAF 升級：推出持久化操作、速率限制與 API 控制功能
Vercel Changelog627 days agoReleaseVercel has recently announced a comprehensive upgrade to its Web Application Firewall (WAF), aimed at providing developers and enterprises with a more powerful…
🇨🇿 BenCzechMark：你的 LLM 能聽懂捷克語嗎？全新捷克語基準測試發布
Hugging Face Blog628 days agoReleaseThe Hugging Face team and its collaborators have jointly launched a new benchmark called "BenCzechMark," designed to evaluate the understanding and generation…
將頂點著色網格轉換為紋理貼圖網格：Hugging Face 釋出 3D 模型優化指南★ 75
Hugging Face Blog629 days agoTutorialIn the field of 3D generative AI (encompassing models such as InstantMesh and Tripo3D), generated 3D models typically represent color using "vertex coloring."…
加速開發者速度並打造高影響力的網頁團隊：Vercel 的現代網頁開發指南
Vercel Changelog632 days agoOpinionThis article takes a deep dive into how companies can maintain their competitive edge in today's rapidly changing digital landscape by improving "Developer…
Meta 推出 Llama 3.2：支援視覺多模態與邊緣裝置運行的輕量級模型，Hugging Face 全面支援★ 95
Hugging Face Blog634 days agoReleaseMeta has officially introduced the Llama 3.2 family of open-source models, marking a significant architectural upgrade with two major breakthroughs: multimodal…
使用 Vercel Firewall 防止基礎設施濫用與異常帳單★ 75
Vercel Changelog635 days agoNew ToolVercel has published an official explanation on how to use Vercel Firewall to prevent infrastructure abuse. With the proliferation of serverless architecture…
FineVideo 幕後秘辛：Hugging Face 如何打造高品質開源影片資料集★ 75
Hugging Face Blog636 days agoReleaseWith the explosion of video generation and understanding models such as Sora and Gen-3, high-quality video training data has become a key battleground for…
探索 Hugging Face 的 Daily Papers 頁面：掌握每日最新 AI 論文與社群討論★ 70
Hugging Face Blog636 days agoTutorialIn today's rapidly evolving AI landscape, keeping up with the latest academic papers is a major challenge. Hugging Face's "Daily Papers" page was created…
Vercel 發布 AI SDK 3.4：全面優化資料串流與工具調用，正式棄用舊版 RSC 模組★ 80
Vercel Changelog639 days agoReleaseVercel officially released AI SDK version 3.4 in late September 2024, representing a significant modernization update to the developer experience and…