超新手入門：Hugging Face Transformers 基礎指南★ 75
Hugging Face Blog859 days agoTutorialThis is a beginner's guide written by the official Hugging Face blog for "total noobs" with absolutely no machine learning background, aimed at demystifying…
筆電上的聊天機器人：在 Intel Meteor Lake 上運行 Phi-2★ 70
Hugging Face Blog861 days agoTutorialThis technical blog post from Hugging Face details how to locally deploy and run Microsoft's lightweight Phi-2 language model (2.7 billion parameters) on a…
GaLore：在消費級硬體上訓練大型語言模型的突破性技術★ 85
Hugging Face Blog861 days agoReleaseAs the parameter counts of large language models (LLMs) have skyrocketed, the hardware requirements for training and fine-tuning these models have risen…
在 NVIDIA DGX Cloud 上輕鬆使用 H100 GPU 訓練 Hugging Face 模型★ 75
Hugging Face Blog863 days agoReleaseHugging Face has announced a deep partnership with NVIDIA to directly integrate NVIDIA DGX Cloud services into the Hugging Face platform. This collaboration…
Hugging Face 推出 Quanto：適用於 Optimum 的全新 PyTorch 量化後端★ 75
Hugging Face Blog863 days agoReleaseHugging Face has officially introduced Quanto, a brand-new quantization library designed for PyTorch, which has been integrated as a backend into the Hugging…
Hugging Face 推出 WebSight 數據集：解鎖網頁截圖直接轉換為 HTML 程式碼的能力★ 75
Hugging Face Blog866 days agoReleaseThe Hugging Face official blog has published a post introducing WebSight, a brand-new open-source dataset designed to address the bottleneck that multimodal…
使用 🤗 Optimum Intel 與 fastRAG 在 CPU 上實現最佳化嵌入向量生成★ 70
Hugging Face Blog866 days agoTutorialWhen building Retrieval-Augmented Generation (RAG) systems, converting large volumes of text into embeddings (vectors) is an indispensable and computationally…
Hugging Face 推出 ConTextual 排行榜：評估多模態模型在富含文本場景中的圖文聯合推理能力★ 75
Hugging Face Blog876 days agoReleaseHugging Face has announced the launch of a new multimodal benchmark and leaderboard called "ConTextual," aimed at addressing the shortcomings of existing…
資料眾包時代來臨：利用 Argilla 與 Hugging Face Spaces 共同打造更優質的社群數據集★ 75
Hugging Face Blog877 days agoNew Tool### Background and Challenge: The High-Quality Data Bottleneck In the current development of generative AI and large language models (LLMs), the industry…
在 Intel® Gaudi® 2 AI 加速器上運行 Text-Generation Pipeline
Hugging Face Blog881 days agoReleaseWith the explosive growth of large language models (LLMs), the demand for high-performance, cost-effective AI hardware has increased significantly. Intel Gaudi…
StarCoder2 與 The Stack v2 正式發布：新一代開源程式碼大模型與超大資料集★ 80
Hugging Face Blog882 days agoReleaseThe BigCode community, jointly led by Hugging Face and ServiceNow, together with NVIDIA, has officially announced the launch of a new generation of open-source…
AI 水印入門指南：工具與技術解析★ 75
Hugging Face Blog884 days agoTutorialThis guide from Hugging Face systematically introduces the technical principles, categories, existing tools, and real-world challenges of AI watermarking. As…
🪆 Matryoshka 嵌入模型（俄羅斯套娃嵌入）入門介紹★ 85
Hugging Face Blog887 days agoTutorialThis article provides an in-depth introduction to Matryoshka Representation Learning (MRL), also known as Matryoshka embedding models. Traditional embedding…
在 Hugging Face 中微調 Gemma 模型★ 80
Hugging Face Blog887 days agoTutorialAfter Google released the Gemma family of open-source models (including 2B and 7B parameter versions), Hugging Face promptly published this practical…
Hugging Face 推出 Red-Teaming 抗性排行榜：評估 LLM 抵禦惡意越獄與對抗性攻擊的能力★ 75
Hugging Face Blog887 days agoRelease### Background: The Shortcomings of Static Safety Evaluations As large language models (LLMs) are widely adopted across industries, AI safety has become an…
歡迎 Gemma：Google 全新開源大語言模型登陸 Hugging Face★ 85
Hugging Face Blog889 days agoReleaseGoogle has officially released a new family of open-source large language models called "Gemma" — a series of lightweight, state-of-the-art open-source models…
Hugging Face 與 Upstage 推出 Open Ko-LLM 排行榜：引領韓國大語言模型評估生態系
Hugging Face Blog890 days agoReleaseHugging Face and South Korea's leading AI startup Upstage have jointly announced the launch of the "Open Ko-LLM Leaderboard." This is a brand-new evaluation…
🤗 PEFT 迎來全新合併方法：輕鬆整合多個 LoRA 適配器★ 80
Hugging Face Blog891 days agoReleaseHugging Face's PEFT (Parameter-Efficient Fine-Tuning) library has recently received a major update, officially adding support for several advanced adapter…
開源合成數據：如何幫你省錢、省時並減少碳排放★ 75
Hugging Face Blog894 days agoOpinionThis article takes an in-depth look at the critical role of "synthetic data" in the open-source ecosystem, and explains how it helps enterprises and developers…
AMD 舉辦 Pervasive AI 開發者大賽！攜手 Hugging Face 推廣多元硬體 AI 應用
Hugging Face Blog896 days agoBusinessAMD and Hugging Face have jointly announced the "AMD Pervasive AI Developer Contest," a global competition designed to inspire developers worldwide to build…
Hugging Face TGI 推出 Messages API：輕鬆將 OpenAI 應用無縫轉移至開源 LLM★ 80
Hugging Face Blog902 days agoReleaseHugging Face has announced official support for an OpenAI-compatible Messages API (i.e., the `/v1/chat/completions` endpoint) in its high-performance…
SegMoE：Segmind 推出擴散模型混合專家（Mixture of Diffusion Experts）框架★ 75
Hugging Face Blog907 days agoReleaseIn the large language model (LLM) space, the Mixture of Experts (MoE) architecture (as seen in models like Mixtral 8x7B) has proven capable of dramatically…
Hugging Face 推出 NPHardEval 排行榜：透過計算複雜度與動態更新揭示大型語言模型的推理能力★ 75
Hugging Face Blog908 days agoReleaseHugging Face has announced the launch of the new **NPHardEval** leaderboard — a benchmark specifically designed to evaluate the reasoning capabilities of large…
使用開源 LLM 實作憲政 AI (Constitutional AI)：Hugging Face 的對齊新指南★ 78
Hugging Face Blog909 days agoTutorialThis blog post from Hugging Face provides an in-depth exploration of how to implement "Constitutional AI (CAI)" using open-source large language models (Open…
Hugging Face TGI (Text Generation Inference) 正式支援 AWS Inferentia2 晶片★ 75
Hugging Face Blog909 days agoReleaseHugging Face has partnered with AWS to officially bring its widely popular open-source LLM inference optimization framework, Text Generation Inference (TGI)…
Hugging Face 推出「企業情境排行榜」：專為真實世界應用設計的 LLM 評測基準★ 75
Hugging Face Blog910 days agoReleaseHugging Face has partnered with Patronus AI — a startup focused on LLM evaluation and defense — to officially launch the **Enterprise Scenarios Leaderboard**…
Hugging Face 推出「幻覺排行榜」，開源量化評估大型語言模型的幻覺率★ 75
Hugging Face Blog912 days agoReleaseWhile large language models (LLMs) have demonstrated remarkable generative capabilities across many domains, "hallucination" — where a model confidently…
Hugging Face 推出 AI Secure LLM 安全排行榜：基於 DecodingTrust 框架深度評估大模型信任度★ 75
Hugging Face Blog915 days agoRelease### Introduction: Capability Is Not Safety — A New Benchmark for LLM Safety Evaluation As large language models (LLMs) are adopted more deeply across…
Hugging Face 與 Google 達成戰略合作，攜手推動開放式 AI 協作★ 80
Hugging Face Blog916 days agoBusinessHugging Face and Google officially announced a landmark strategic partnership at the end of January 2024. The core objective of this collaboration is to deeply…
使用開源 LLM 作為 LangChain Agent：Hugging Face 實作指南★ 80
Hugging Face Blog917 days agoTutorialThis official Hugging Face blog post provides a detailed guide on how to use open-source large language models (LLMs) as intelligent agents within LangChain…