宣布 NeurIPS 2025 E2LM 競賽：聚焦語言模型的早期訓練評估
Hugging Face Blog389 days agoReleaseHugging Face and the UAE's Technology Innovation Institute (TII, the organization behind the well-known open-source model Falcon) have jointly announced a new…
使用 Sentence Transformers 訓練與微調稀疏嵌入模型 (Sparse Embedding Models)★ 75
Hugging Face Blog393 days agoTutorialThis technical blog post from Hugging Face provides a detailed guide on how to train and fine-tune "Sparse Embedding Models" using the Sentence Transformers…
Gemma 3n 正式全面登陸開源生態系！Hugging Face 完整支援指南★ 80
Hugging Face Blog398 days agoReleaseGoogle's open-source model family welcomes a new member! The all-new Gemma 3n model series is now fully available within the Hugging Face ecosystem. Gemma 3n…
SGLang 整合 Hugging Face Transformers 後端：大幅提升模型相容性與開發彈性★ 75
Hugging Face Blog401 days agoReleaseSGLang (Structured Generation Language) is a high-performance LLM inference and serving framework developed by the LMSYS team, renowned for its efficient…
在消費級硬體上微調 FLUX.1-dev：使用 QLoRA 技術指南★ 80
Hugging Face Blog405 days agoTutorialFLUX.1-dev is a state-of-the-art open-source text-to-image model with 12 billion parameters (12B), developed by Black Forest Labs. However, due to its enormous…
Groq 正式加入 Hugging Face 推理提供商（Inference Providers）支援極速開源模型推理★ 75
Hugging Face Blog408 days agoReleaseHugging Face announced a deep partnership with Groq, a chip company focused on ultra-fast AI inference, formally bringing Groq into the Hugging Face "Inference…
長 Prompt 如何阻塞其他請求？優化 LLM 推理效能與解決隊頭阻塞的關鍵策略★ 80
Hugging Face Blog411 days agoTutorialAs the context windows of large language models (LLMs) continue to expand — from the early 4k and 8k, to the now-common 32k and even 128k or more — users have…
Featherless AI 正式加入 Hugging Face 推理供應商（Inference Providers）★ 75
Hugging Face Blog412 days agoReleaseHugging Face officially announced a partnership with Featherless AI, a serverless GPU inference platform, integrating it into the Hugging Face Inference…
5 分鐘快速上手 Hugging Face Kernel Hub：GPU 加速算子託管新起點★ 78
Hugging Face Blog412 days agoReleaseThe Hugging Face official blog published a "Get Started with Hugging Face Kernel Hub in 5 Minutes" tutorial, formally introducing this new platform to the…
Hugging Face 聯手 NVIDIA 推出全新「訓練集群即服務」(Training Cluster as a Service)★ 85
Hugging Face Blog413 days agoReleaseHugging Face has announced a new partnership with AI chip giant NVIDIA, launching "Training Cluster as a Service" (TCaaS). The introduction of this service…
從零開始在 nanoVLM 中實作 KV Cache★ 75
Hugging Face Blog420 days agoTutorialIn the inference process of large language models (LLMs) and vision-language models (VLMs), autoregressive decoding is a major performance bottleneck. Each…
在 Arm 架構上實現即時 AI 聲音生成：賦予創意自由的個人工具
Hugging Face Blog420 days agoReleaseAs generative AI technology becomes more widespread, AI Sound Generation has become an indispensable part of modern multimedia creation, game development, and…
SmolVLA：基於 LeRobot 社群數據訓練的高效視覺-語言-動作（VLA）模型★ 75
Hugging Face Blog421 days agoReleaseHugging Face has recently taken an important step in the field of embodied AI, officially launching **SmolVLA** — a lightweight Vision-Language-Action (VLA)…
讓 GPU 毫無閒置：利用 TRL 中協同部署的 vLLM 解鎖高效能強化學習訓練★ 85
Hugging Face Blog421 days agoReleaseIn the reinforcement learning from human feedback (RLHF) training process for large language models — whether PPO or the recently popular GRPO — there are…
CodeAgents + Structure：更優雅、高效的 Agent 行動執行新範式★ 75
Hugging Face Blog427 days agoOpinionIn this Hugging Face blog post, the team takes a deep dive into the evolution of AI agent architectures — specifically how to combine "structured constraints"…
🐯 Liger GRPO 攜手 TRL：大幅降低 DeepSeek-R1 式強化學習訓練顯存與加速★ 82
Hugging Face Blog430 days agoNew ToolSince the explosive rise of DeepSeek-R1, GRPO (Group Relative Policy Optimization) has become the most widely discussed reinforcement learning (RL) technique…
在 Python 中打造微型 Agent：用約 70 行程式碼實現 MCP 驅動的智慧代理★ 80
Hugging Face Blog432 days agoTutorialHugging Face recently published a highly practical technical tutorial demonstrating how to build a fully functional miniature AI agent in just around 70 lines…
Dell Enterprise Hub 助企業輕鬆在本地端建置 AI 應用★ 75
Hugging Face Blog432 days agoReleaseAs enterprises place ever-increasing demands on data privacy, security, and regulatory compliance, deploying AI models on-premises has become the preferred…
Falcon-H1：重新定義效率與性能的混合頭（Hybrid-Head）語言模型系列★ 75
Hugging Face Blog433 days agoReleaseThe Technology Innovation Institute (TII) of the UAE recently officially unveiled a brand-new open-source language model series on the Hugging Face blog —…
Falcon-Arabic：阿拉伯語大型語言模型的重大突破
Hugging Face Blog433 days agoReleaseThe Technology Innovation Institute (TII) of Abu Dhabi has officially released a new language model series called "Falcon-Arabic" on the Hugging Face platform…
nanoVLM：用純 PyTorch 訓練視覺語言模型（VLM）的最簡開源專案★ 75
Hugging Face Blog434 days agoReleaseHugging Face recently launched an open-source project called nanoVLM, positioned as "the simplest repository for training Vision Language Models (VLMs) in pure…
Hugging Face Diffusers 量化後端深度探索：在消費級 GPU 高效運行大型擴散模型★ 80
Hugging Face Blog434 days agoTutorialAs diffusion models (such as Flux.1 and Stable Diffusion 3) continue to grow in parameter count — often reaching tens of billions or even hundreds of billions…
Google 發表 Gemma 3n 預覽版：強大、高效且行動優先的端側多模態 AI 模型★ 78
Google DeepMind Blog434 days agoReleaseGoogle DeepMind has officially released a preview of its new open model "Gemma 3n." This is a cutting-edge open model purpose-built for mobile devices and…
Microsoft 與 Hugging Face 擴大合作，深度整合 Azure AI Foundry★ 75
Hugging Face Blog436 days agoBusinessMicrosoft and open-source AI community leader Hugging Face have announced a further expansion of their strategic partnership. At the heart of this…
Falcon-Edge：TII 推出一系列強大、通用且可微調的 1.58-bit 邊緣端語言模型★ 82
Hugging Face Blog439 days agoReleaseThe Technology Innovation Institute (TII) of the United Arab Emirates has officially released the "Falcon-Edge" model series on Hugging Face. This is a family…
在 Hugging Face 上用 Replicate 運行超過 30,000 個 LoRA 模型★ 75
Replicate Blog440 days agoNew ToolThe AI-managed inference platform Replicate has announced a deep partnership with Hugging Face, the giant of the open-source AI community, officially bringing…
Transformers 函式庫：標準化模型定義★ 85
Hugging Face Blog440 days agoReleaseHugging Face's `transformers` library has become the cornerstone of the global open-source AI community and large language model (LLM) development. However, as…
Hugging Face 聯手 Kaggle：大幅簡化 Kaggle 用戶的模型存取與部署流程★ 75
Hugging Face Blog441 days agoReleaseHugging Face and Kaggle — the data science community owned by Google — have announced a major deep integration aimed at providing Kaggle users with a more…
Hugging Face 推出極速 Whisper 語音轉文字 Inference Endpoints 部署方案★ 75
Hugging Face Blog442 days agoNew ToolHugging Face recently announced a brand-new, ultra-fast optimized deployment solution for OpenAI's open-source speech recognition model Whisper on its hosted…
Hugging Face 釋出 2025 視覺語言模型（VLM）指南：更強、更快、更實用的開源新時代★ 80
Hugging Face Blog443 days agoOpinionWith the explosion of multimodal technology, Vision Language Models (VLMs) have evolved from laboratory research prototypes into core tools for enterprises and…