Hugging Face 釋出 Accelerate 1.0.0 正式版：邁向分散式訓練與大模型推理的全新里程碑★ 80
Hugging Face Blog640 days agoReleaseHugging Face has officially released version 1.0.0 of its core open-source library, Accelerate. This is a milestone update, signifying that since the project's…
Hugging Face 官方點名：5 個被低估的開源生態系「隱藏神兵」★ 75
Hugging Face Blog662 days agoTutorialHugging Face, as the world's largest open-source AI community, has developed many powerful tools beyond its well-known Model Hub that often go unnoticed by…
透過 Flash Attention 2 的 Packing 技術提升 Hugging Face 訓練效率★ 80
Hugging Face Blog663 days agoTutorialWhen fine-tuning or pre-training large language models (LLMs), the sequence lengths of input data are typically uneven. The traditional approach is to use…
GGML 基礎入門介紹：讓大語言模型在消費級硬體上高效運行的關鍵技術★ 80
Hugging Face Blog671 days agoTutorialGGML is a lightweight, zero-dependency C/C++ tensor library developed by Georgi Gerganov. It was originally designed to enable efficient local inference of the…
Hugging Face 統一工具調用（Tool Use）標準：簡化開源 LLM Agent 開發流程★ 85
Hugging Face Blog672 days agoRelease### Background and Pain Points In AI agent development, "tool use" (also known as function calling) is the core capability that allows large language models…
歡迎 Falcon Mamba：首款強大的無注意力機制（Attention-Free）7B 語言模型★ 85
Hugging Face Blog672 days agoReleaseThe Technology Innovation Institute (TII) of Abu Dhabi has officially released Falcon Mamba 7B, a significant milestone in the evolution of AI architectures…
Hugging Face 推出適用於文件圖像的 TextImage 數據增強技術 (TextImage Augmentation)★ 75
Hugging Face Blog678 days agoNew Tool### Solving Real-World Document AI Pain Points In the fields of Document AI and OCR (Optical Character Recognition), datasets used in academic research or…
Hugging Face 2024 年安全功能亮點：全面提升開源 AI 生態系的防禦力★ 75
Hugging Face Blog678 days agoReleaseAs AI models have proliferated, AI supply chain security has become a top priority that developers and enterprises can no longer afford to overlook. Hugging…
Replicate Intelligence #9：開源影像模型新巔峰 FLUX.1、影片物件分割 SAM 2 與全新 Python 網頁框架 FastHTML★ 85
Replicate Blog682 days agoReleaseThis edition of Replicate Intelligence highlights three of the most noteworthy open-source and developer tool developments from early August 2024: 1. **The new…
Google 發布 Gemma 2 2B、安全分類器 ShieldGemma 與可解釋性工具 Gemma Scope★ 85
Hugging Face Blog684 days agoReleaseGoogle released a major update to the Gemma 2 family in late July 2024, comprising three core components: 1. **Gemma 2 2B**: A lightweight model with just 2.6B…
使用 Quanto 與 Diffusers 打造記憶體高效的 Diffusion Transformers (DiT)★ 80
Hugging Face Blog685 days agoRelease### Background and Challenges As generative AI technology evolves, image and video generation models are increasingly transitioning from traditional UNet…
Hugging Face 聯手 NVIDIA NIM 推出無伺服器推論服務 (Serverless Inference)★ 82
Hugging Face Blog686 days agoReleaseHugging Face and NVIDIA announced a major partnership in late July 2024, officially launching a serverless inference service powered by NVIDIA NIM (NVIDIA…
TGI Multi-LoRA：部署一次即可同時提供 30 個微調模型服務★ 80
Hugging Face Blog697 days agoReleaseThe Hugging Face official blog has introduced a major update to its open-source text generation inference engine, Text Generation Inference (TGI): the…
Hugging Face 推出 Docmatix：用於文件視覺問答（DocVQA）的超大型開源數據集★ 75
Hugging Face Blog697 days agoReleaseThe Hugging Face official blog has announced the release of a new, massive dataset called "Docmatix," specifically designed for training and fine-tuning…
Hugging Face 推出 SmolLM：超輕量且強大的本地端小模型家族 (135M、360M 與 1.7B)★ 82
Hugging Face Blog699 days agoReleaseHugging Face has officially launched a new family of ultra-lightweight language models called "SmolLM." As generative AI continues to evolve, while large…
Replicate Intelligence #7：資料整理與資料生成的重要性
Replicate Blog703 days agoCommentaryIn the current wave of generative AI, the industry's attention is gradually shifting from "fine-tuning model architectures" to "improving data quality." Issue…
NuminaMath 如何贏得首屆 AIMO 進步獎（AI 數學奧林匹亞）並宣佈完整開源★ 80
Hugging Face Blog704 days agoRelease### Background and Achievement The AI Mathematical Olympiad (AIMO) Progress Prize aims to advance AI models capable of solving Olympiad-level mathematical…
視覺語言模型（VLM）的偏好最佳化指南：使用 TRL 進行 DPO 微調★ 75
Hugging Face Blog705 days agoTutorialAs vision-language models (VLMs) are increasingly applied to multimodal tasks, how to make these models produce outputs that better align with human…
Hugging Face 宣布與 KerasHub 深度整合：輕鬆在 Hugging Face Hub 上分享與載入 Keras 3 模型★ 75
Hugging Face Blog705 days agoReleaseHugging Face officially announced a deep integration with KerasHub — the new unified library for natural language processing (NLP) and computer vision (CV) in…
Banque des Territoires (CDC 集團) x Polyconseil x Hugging Face：以主權數據解決方案助力法國重大環境計畫
Hugging Face Blog706 days agoBusiness### Background and Challenges France's Banque des Territoires (part of the Caisse des Dépôts et Consignations — CDC Group) is committed to promoting local…
Google Cloud TPU 正式登陸 Hugging Face，支援 Inference Endpoints 與 Spaces★ 75
Hugging Face Blog706 days agoReleaseHugging Face announced a deep partnership with Google Cloud, officially integrating Google Cloud TPUs (Tensor Processing Units) into the Hugging Face platform…
Hugging Face 的 Transformers Code Agent 刷新 GAIA 基準測試紀錄 🏅★ 80
Hugging Face Blog714 days agoReleaseThe Hugging Face team published a blog post announcing that their Code Agent, developed using the `transformers` library, achieved a breakthrough score on the…
Replicate Intelligence #6：Google Gemma 2 模型上線、LLM 排行榜更新與 Stable Diffusion 3 實用技巧★ 75
Replicate Blog717 days agoReleaseThis issue of Replicate Intelligence summarizes three major core updates from the recent open-source AI landscape: 1. **Google Gemma 2 officially launches**…
Google 推出全新開源大語言模型 Gemma 2：9B 與 27B 雙版本，效能超越同級模型★ 85
Hugging Face Blog718 days agoReleaseGoogle has officially launched the next generation of its open-source large language model, Gemma 2, with an initial release in two sizes — 9B (9 billion…
XLSCOUT 推出專為專利與智慧財產權打造的嵌入模型 ParaEmbed 2.0，獲 Hugging Face 專家團隊技術支援
Hugging Face Blog720 days agoReleaseXLSCOUT, an intellectual property (IP) and patent analysis platform, has announced the launch of its next-generation patent-specific embedding model…
微調 Microsoft Florence-2：微軟頂尖視覺語言模型實戰指南★ 80
Hugging Face Blog721 days agoTutorialMicrosoft open-sourced Florence-2 in June 2024 — a vision-language model (VLM) based on a sequence-to-sequence architecture. Despite its compact size (the Base…
Hugging Face 倫理與社會通訊 #6：打造更好的 AI，數據品質至關重要★ 75
Hugging Face Blog721 days agoOpinionHugging Face recently published its "Ethics and Society Newsletter #6," with this issue focused on the theme "Building Better AI: The Importance of Data…
Replicate Intelligence #5：超強開源程式碼模型 DeepSeek-Coder-V2、AI 搜尋突破與 Discord 客服機器人
Replicate Blog724 days agoReleaseReplicate published their technical newsletter "Replicate Intelligence #5," with this issue focusing on major breakthroughs and real-world applications in the…
Hugging Face「Data Is Better Together」社群數據協作計劃：回顧與展望
Hugging Face Blog725 days agoRelease### Background In the current development of large language models (LLMs), high-quality alignment data (such as the preference data required for RLHF and DPO)…
邁向多模態：Prezi 如何利用 Hugging Face Hub 與專家支持計畫加速其機器學習路線圖
Hugging Face Blog726 days agoBusinessIn this case study, Prezi — the well-known company behind the non-linear presentation software of the same name — shares how it is embracing the "multimodal…