一天內構建專屬領域的 Embedding 模型：Hugging Face 與 NVIDIA 實戰指南★ 80
Hugging Face Blog86 days agoTutorialWhen building Retrieval-Augmented Generation (RAG) systems, general-purpose embedding models (such as those from OpenAI or common open-source alternatives)…
使用 Sentence Transformers 訓練與微調 Reranker 重排模型教學★ 80
Hugging Face Blog445 days agoTutorialWhen building RAG (Retrieval-Augmented Generation) systems, relying solely on vector embeddings for semantic search is often not precise enough. To improve…
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…
使用 Sentence Transformers 訓練與微調嵌入模型 (Embedding Models)★ 80
Hugging Face Blog747 days agoReleaseThe official Hugging Face blog introduces a major update to the Sentence Transformers library (v3.0), centered on the launch of the new…
Hugging Face 推出二進位與純量嵌入向量量化技術：大幅提升檢索速度並降低成本★ 85
Hugging Face Blog814 days agoTutorialAs RAG (Retrieval-Augmented Generation) and semantic search have become widespread, the maintenance costs of vector databases — especially RAM overhead — have…
🪆 Matryoshka 嵌入模型（俄羅斯套娃嵌入）入門介紹★ 85
Hugging Face Blog842 days agoTutorialThis article provides an in-depth introduction to Matryoshka Representation Learning (MRL), also known as Matryoshka embedding models. Traditional embedding…
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…
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…
使用 Sentence Transformers 打造智慧歌單生成器
Hugging Face Blog1,432 days agoTutorialAs natural language processing (NLP) technology has advanced, semantic search has become a cornerstone of modern recommendation systems. The official Hugging…
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…
Sentence Transformers 正式整合至 Hugging Face Hub
Hugging Face Blog1,812 days agoReleaseHugging Face officially announced a deep integration with the highly popular open-source library `sentence-transformers`. `sentence-transformers` (commonly…