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…
Hugging Face Hub 正式支援 spaCy：輕鬆分享與託管你的 NLP 管道模型
Hugging Face Blog1,797 days agoReleaseHugging Face officially announced a deep integration with spaCy, the popular industrial-grade natural language processing (NLP) framework, formally bringing…
實踐少樣本學習：GPT-Neo 與 🤗 Accelerated Inference API
Hugging Face Blog1,837 days agoTutorialIn the field of natural language processing (NLP), the emergence of GPT-3 demonstrated the tremendous power of "Few-shot Learning" — where a model only needs…
深入理解 BigBird 的區塊稀疏注意力機制 (Block Sparse Attention)
Hugging Face Blog1,901 days agoTutorialTraditional Transformer models (such as BERT) are constrained by the quadratic complexity $O(N^2)$ of their self-attention mechanism, and are typically limited…
Amazon SageMaker 與 Hugging Face 宣布深度合作：簡化企業級 NLP 模型訓練與部署★ 75
Hugging Face Blog1,909 days agoBusinessHugging Face has officially announced a deep partnership with Amazon Web Services (AWS), aimed at natively integrating the Hugging Face Transformers platform…
Hugging Face 讀書會：長文本 Transformer 模型技術解析與演進
Hugging Face Blog1,923 days agoCommentaryIn the field of natural language processing (NLP), the core of standard Transformer models (such as BERT and GPT-2) is the self-attention mechanism. However…
將 Fairseq WMT19 翻譯系統移植至 Hugging Face Transformers
Hugging Face Blog2,049 days agoReleaseIn the field of natural language processing (NLP), machine translation has always been a core challenge. Facebook AI Research (FAIR) achieved outstanding…
使用 Transformers 與 Ray Tune 進行超參數搜尋
Hugging Face Blog2,050 days agoTutorialThis classic article from the official Hugging Face blog provides a detailed guide on how to integrate Hugging Face's `Transformers` library with the powerful…
如何使用 Transformers 和 Tokenizers 從頭開始訓練新的語言模型★ 75
Hugging Face Blog2,312 days agoTutorialThis classic blog post from Hugging Face provides a detailed walkthrough of how to use their open-source ecosystem libraries — `transformers` and `tokenizers`…