Alyah ⭐️：邁向阿拉伯語大型語言模型中阿聯酋方言能力的強健評估
Hugging Face Blog138 days agoReleaseAs Arabic large language models (LLMs) develop rapidly, accurately evaluating model performance across different regional dialects has become a significant…
Google DeepMind 推出 T5Gemma：全新 Encoder-Decoder 架構 Gemma 模型系列★ 75
Google DeepMind Blog232 days agoReleaseGoogle DeepMind has announced a new open-source large language model series called "T5Gemma." This release represents another significant milestone for Google…
Hugging Face 探討「AI 應對食物過敏」：開源技術如何守護飲食安全
Hugging Face Blog240 days agoOpinionHugging Face recently published a feature article on "AI for Food Allergies" in its "Hugging Science" column. Food allergies are a global health concern…
mmBERT：ModernBERT 邁向多語言時代，開源高效能多語言編碼器模型登場★ 78
Hugging Face Blog278 days agoReleaseIn today's era dominated by generative AI and large language models (LLMs), bidirectional encoder models (such as BERT and RoBERTa) still play an indispensable…
FilBench 發布：大型語言模型真的懂菲律賓語嗎？全新評測基準登場
Hugging Face Blog306 days agoReleaseThe Hugging Face team and community have collaborated to launch a new evaluation benchmark called "FilBench," aimed at answering a key question: do large…
Hugging Face 經典 NLP 課程正式轉型為 LLM 課程：迎向大語言模型時代的全面升級★ 85
Hugging Face Blog437 days agoTutorialHugging Face's "NLP Course" has long been a must-read classic for developers and researchers worldwide looking to enter the fields of Transformers and natural…
使用 Sentence Transformers 訓練快 400 倍的靜態嵌入模型 (Static Embedding Models)★ 75
Hugging Face Blog515 days agoRelease### What Are Static Embeddings? In today's NLP landscape, Transformer-based embedding models (such as BERT and mE5) have become the mainstream, as they…
Hugging Face 推出希伯來語 LLM 開放排行榜，推動非英語系 AI 模型評測
Hugging Face Blog770 days agoReleaseHugging Face has officially launched the "Open Leaderboard for Hebrew LLMs," an open-source evaluation platform specifically designed for Hebrew large language…
SetFitABSA：基於 SetFit 的少樣本屬性情感分析，僅需極少數據即可精準分類★ 75
Hugging Face Blog921 days agoRelease### Background and Challenges Sentiment analysis is one of the most classic tasks in natural language processing (NLP). However, traditional sentence-level…
Fetch 採用 Amazon SageMaker 與 Hugging Face，成功降低 50% 機器學習處理延遲
Hugging Face Blog1,017 days agoBusinessThis case study examines how Fetch, a leading consumer rewards platform in the United States, leveraged the collaboration between Amazon SageMaker and Hugging…
歡迎 fastText 正式加入 Hugging Face Hub：更輕鬆地託管與部署輕量級文本分類與詞向量模型
Hugging Face Blog1,104 days agoReleaseHugging Face has announced a deep integration with fastText — the classic open-source natural language processing (NLP) library originally from Meta —…
BERTopic 正式整合 Hugging Face Hub：輕鬆分享與載入主題模型
Hugging Face Blog1,110 days agoReleaseThe popular open-source topic modeling tool BERTopic has announced a deep integration with Hugging Face Hub. This update brings tremendous convenience to NLP…
使用機器學習爭分奪秒救援災民：Hugging Face 探討 AI 在災害應變中的關鍵角色
Hugging Face Blog1,199 days agoCommentaryThis blog post from Hugging Face explores how machine learning (ML) can assist rescue workers in a race against time to save lives during natural disasters…
在 Transformers 中使用對比搜索（Contrastive Search）生成達到人類水準的文本 🤗★ 70
Hugging Face Blog1,314 days agoReleaseIn the field of natural language generation (NLG), enabling language models to produce coherent and natural long-form text has long been a major challenge…
MTEB：海量文字嵌入基準測試（Massive Text Embedding Benchmark）正式推出★ 85
Hugging Face Blog1,334 days agoReleaseIn the field of natural language processing (NLP), text embeddings — the technique of converting text into real-valued vectors — are a foundational technology…
SetFit：無需 Prompt 的高效少樣本文字分類技術★ 78
Hugging Face Blog1,357 days agoReleaseSetFit (Sentence Transformer Fine-Tuning) is an efficient few-shot learning framework jointly developed by Hugging Face, Intel Labs, and UKP Lab. It is…
Nyströmformer：透過 Nyström 方法以線性時間與記憶體複雜度逼近 Self-Attention
Hugging Face Blog1,412 days agoReleaseThis Hugging Face blog post provides a detailed introduction to Nyströmformer, a Transformer variant designed to overcome the bottleneck of processing long…
Hugging Face 實戰教學：如何利用 Transformers 進行 Twitter (X) 貼文情緒分析
Hugging Face Blog1,438 days agoTutorialThis hands-on guide from the official Hugging Face blog provides a detailed walkthrough of how to use natural language processing (NLP) techniques to perform…
Hugging Face 向量嵌入（Embeddings）入門指南★ 75
Hugging Face Blog1,452 days agoTutorialThis classic blog post from Hugging Face is an essential introductory guide for understanding vector embeddings — the foundational technology underlying modern…
機器學習主管洞察【第三篇：金融專題】— 探討 Transformer 與 NLP 在金融業的落地挑戰
Hugging Face Blog1,461 days agoOpinionHugging Face's "Director of Machine Learning Insights" series aims to capture the authentic perspectives of ML leaders across industries. In the third…
無需真實數據的高效表格預訓練：TAPEX 概念與 Hugging Face 整合介紹
Hugging Face Blog1,483 days agoReleaseWhen working with structured data such as tables, traditional pre-trained models typically require crawling large amounts of real-world tables and related text…
Sempre Health 如何利用 Hugging Face 專家加速計畫（EAP）推進其機器學習發展藍圖
Hugging Face Blog1,487 days agoBusinessSempre Health is a healthcare technology company dedicated to improving patient medication adherence and drug affordability. They primarily interact with…
機器學習專家專訪：Hugging Face 工程師與《Transformers》暢銷書作者 Lewis Tunstall
Hugging Face Blog1,523 days agoOpinionIn this installment of Hugging Face's "Machine Learning Experts" interview series, the spotlight is on Lewis Tunstall, a senior machine learning engineer at…
使用 Constrained Beam Search（受約束的束搜索）引導 🤗 Transformers 的文本生成★ 70
Hugging Face Blog1,556 days agoTutorialIn natural language generation (NLG) tasks, precisely controlling a model's output has always been a major challenge. Traditional decoding strategies like…
BERT 101：最先進的 NLP 模型完整原理解析
Hugging Face Blog1,565 days agoTutorialBERT (Bidirectional Encoder Representations from Transformers) is a landmark natural language processing (NLP) model proposed by Google in 2018. This Hugging…
使用 Python 進行情緒分析入門指南：從 Pipeline 到微調模型
Hugging Face Blog1,593 days agoTutorialThis is a practical tutorial guide written by Hugging Face, designed to help developers and data scientists quickly get started with sentiment analysis using…
使用 AutoNLP 與 Prodigy 進行主動學習 (Active Learning)
Hugging Face Blog1,634 days agoTutorialThis blog post introduces the integration of Hugging Face's AutoNLP (now evolved into AutoTrain) with Prodigy, the popular data annotation tool developed by…
Perceiver IO：可擴展且適用於任何模態的全注意力機制模型★ 70
Hugging Face Blog1,642 days agoReleaseThis article introduces DeepMind's Perceiver IO model and its integration into the Hugging Face Transformers library. Traditional Transformer models, while…
Hugging Face 課程發布社群活動 (Course Launch Community Event)
Hugging Face Blog1,692 days agoReleaseThis announcement comes from the official Hugging Face blog, published in October 2021, celebrating the launch of the Hugging Face Course along with an…
Hugging Face 釋出：如何用 10 億個訓練對訓練句子嵌入（Sentence Embedding）模型★ 75
Hugging Face Blog1,693 days agoTutorialThis classic Hugging Face blog post (co-authored by Sentence-Transformers creator Nils Reimers and others) provides a detailed account of how to train…