Argilla 2.4 發布：在 Hugging Face Hub 上免程式碼輕鬆構建微調與評估數據集★ 75
Hugging Face Blog592 days agoReleaseThe open-source data curation and annotation platform Argilla has officially released version 2.4, with the core of this update being deep integration with…
Universal Assisted Generation：支援任意輔助模型的通用輔助生成技術，大幅提升解碼速度★ 85
Hugging Face Blog598 days agoReleaseIn the deployment and inference of large language models (LLMs), reducing generation latency has always been a critical challenge. The traditional approach of…
專家支援案例研究：利用 LLM-as-a-Judge 評估機制強化 Digital Green 的 RAG 農業問答應用★ 75
Hugging Face Blog599 days agoTutorialThis case study provides a detailed account of how non-profit organization Digital Green, with support from Hugging Face's Expert Support team, optimized its…
深入解析 Aya Expanse：推動多語言 AI 模型的前沿進展★ 75
Hugging Face Blog603 days agoReleaseCohere For AI (C4AI) has officially launched Aya Expanse, a family of open-weight models designed specifically for multilingual tasks. The family includes two…
CinePile 2.0：利用對抗性精煉打造更強大的長影片問答資料集★ 75
Hugging Face Blog604 days agoReleaseCinePile is a multimodal question-answering dataset focused on movie and long-video understanding. In traditional dataset construction, researchers commonly…
Google 與 Hugging Face 聯手推出 SynthID Text：開源 AI 生成文本浮水印技術★ 85
Hugging Face Blog604 days agoReleaseOn October 23, 2024, Google and Hugging Face jointly announced the open-sourcing of Google's "SynthID Text" technology and its integration into Hugging Face's…
Hugging Face 推出 HUGS：以開源模型輕鬆擴展您的 AI 應用★ 85
Hugging Face Blog604 days agoReleaseHugging Face has officially launched HUGS (Hugging Face Microservices), a brand-new microservices solution designed to address the pain points enterprises face…
Outlines-core 0.1.0 正式發布：支援 Rust 與 Python 的高效能結構化生成庫★ 75
Hugging Face Blog605 days agoReleaseIn LLM application development, ensuring that a model outputs content that 100% conforms to a specific format — such as a JSON Schema, a regular expression, or…
在 Hugging Face 上部署語音對語音 (Speech-to-Speech) 模型★ 75
Hugging Face Blog605 days agoTutorialAs real-time voice interaction technologies like GPT-4o become more widespread, the open-source community is also actively developing speech-to-speech (S2S)…
Hugging Face 攜手 Protect AI：為機器學習社群強化模型安全防護★ 75
Hugging Face Blog605 days agoBusinessAs open-source AI models have flourished, Hugging Face has become the central platform through which developers worldwide access and share machine learning…
Diffusers 正式支援 Stable Diffusion 3.5 Large：更強大的開源圖像生成模型與優化指南★ 85
Hugging Face Blog605 days agoReleaseStability AI officially launched the Stable Diffusion 3.5 (SD3.5) model series in late October 2024, and Hugging Face's Diffusers team simultaneously announced…
Llama 3.2 正式支援 Keras：跨框架輕鬆微調與部署 Meta 最新輕量級模型★ 75
Hugging Face Blog606 days agoReleaseMeta's Llama 3.2 release includes lightweight 1B and 3B text models designed specifically for edge computing and mobile devices. These models have now been…
評估驅動開發（Eval-driven development）：更快打造更好的 AI 應用★ 80
Vercel Changelog609 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 Blog611 days agoTutorial### The Mathematical Flaw in Traditional Gradient Accumulation Gradient accumulation is an extremely common technique in deep learning. When VRAM is limited…
Replicate 讓 FLUX 運行速度大幅提升，並開源其優化技術★ 72
Replicate Blog617 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…
Gradio 5 安全性審查：打造更安全的 AI 應用部署環境★ 80
Hugging Face Blog617 days agoReleaseAs AI applications become increasingly widespread, Gradio has become one of the most popular tools for developers to showcase and deploy machine learning…
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 Blog617 days agoReleaseAMD has officially launched its 5th-generation EPYC processor, codenamed "Turin," and Hugging Face has promptly published a blog post detailing the deep…
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 Blog618 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…
使用 Hugging Face 與 Dask 實現大規模 AI 資料處理★ 72
Hugging Face Blog618 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…
透過動態投機（Dynamic Speculation）加速 Hugging Face 輔助生成（Assisted Generation）★ 75
Hugging Face Blog619 days agoReleaseHugging Face has published a technical blog post on "Dynamic Speculation," aimed at optimizing the inference speed of large language models (LLMs)…
提升 Hugging Face Hub 上的 Parquet 去重（Deduplication）效率
Hugging Face Blog622 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…
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 Blog623 days agoReleaseHugging Face has officially launched the "Open FinLLM Leaderboard" — a new platform dedicated to evaluating and tracking the performance of large language…
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 Blog624 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…
🇨🇿 BenCzechMark：你的 LLM 能聽懂捷克語嗎？全新捷克語基準測試發布
Hugging Face Blog626 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 Blog627 days agoTutorialIn the field of 3D generative AI (encompassing models such as InstantMesh and Tripo3D), generated 3D models typically represent color using "vertex coloring."…
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 Blog632 days agoReleaseMeta has officially introduced the Llama 3.2 family of open-source models, marking a significant architectural upgrade with two major breakthroughs: multimodal…
FineVideo 幕後秘辛：Hugging Face 如何打造高品質開源影片資料集★ 75
Hugging Face Blog634 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 Blog634 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…
使用 Optimum-Intel 與 OpenVINO GenAI 進行模型優化與部署★ 75
Hugging Face Blog637 days agoTutorialThis article provides a detailed look at how to use Hugging Face's `optimum-intel` library and Intel's OpenVINO GenAI toolkit to optimize and deploy generative…
微調 LLM 至 1.58-bit：讓極限模型量化變得簡單★ 85
Hugging Face Blog639 days agoTutorialThe deployment of large language models (LLMs) has long faced a dual bottleneck of VRAM capacity and memory bandwidth. Microsoft previously introduced the…