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Updated number of models in HF Hub #738

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2 changes: 1 addition & 1 deletion chapters/en/chapter4/1.mdx
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The [Hugging Face Hub](https://huggingface.co/) –- our main website –- is a central platform that enables anyone to discover, use, and contribute new state-of-the-art models and datasets. It hosts a wide variety of models, with more than 10,000 publicly available. We'll focus on the models in this chapter, and take a look at the datasets in Chapter 5.
The [Hugging Face Hub](https://huggingface.co/) –- our main website –- is a central platform that enables anyone to discover, use, and contribute new state-of-the-art models and datasets. It hosts a wide variety of models, with more than ![Hugging Face Models](https://img.shields.io/endpoint?url=https://huggingface.co/api/shields/models&color=brightgreen) publicly available. We'll focus on the models in this chapter, and take a look at the datasets in Chapter 5.

The models in the Hub are not limited to 🤗 Transformers or even NLP. There are models from [Flair](https://github.com/flairNLP/flair) and [AllenNLP](https://github.com/allenai/allennlp) for NLP, [Asteroid](https://github.com/asteroid-team/asteroid) and [pyannote](https://github.com/pyannote/pyannote-audio) for speech, and [timm](https://github.com/rwightman/pytorch-image-models) for vision, to name a few.

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[ハギングフェイスハブ](https://huggingface.co/)(Hugging Face Hub) –- 私たちのメインウェブサイト –- は、誰もが新しい最先端のモデルやデータセットを発見し、利用し、貢献することができるプラットフォームです。様々なモデルをホストしており、10,000以上のモデルが一般に公開されています。この章ではモデルに焦点を当て、第5章ではデータセットについて見ていきます。
[ハギングフェイスハブ](https://huggingface.co/)(Hugging Face Hub) –- 私たちのメインウェブサイト –- は、誰もが新しい最先端のモデルやデータセットを発見し、利用し、貢献することができるプラットフォームです。様々なモデルをホストしており、![Hugging Face Models](https://img.shields.io/endpoint?url=https://huggingface.co/api/shields/models&color=brightgreen)以上のモデルが一般に公開されています。この章ではモデルに焦点を当て、第5章ではデータセットについて見ていきます。

ハブにあるモデルは、🤗 Transformersや、そもそもNLPモデルに限りません。例えば、[Flair](https://github.com/flairNLP/flair)や[AllenNLP](https://github.com/allenai/allennlp)からはNLPモデルが、[Asteroid](https://github.com/asteroid-team/asteroid)や[pyannote](https://github.com/pyannote/pyannote-audio)からは音声モデルが、そして[timm](https://github.com/rwightman/pytorch-image-models)からは画像モデルがそれぞれ寄贈されています。

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[Hugging Face Hub](https://huggingface.co/) –- เว็บไซต์หลักของเรา –- เป็นแพลตฟอร์มกลางที่ทุกคนสามารถค้นหาโมเดลและชุดข้อมูลที่ล้ำสมัยที่สุด (state-of-the-art) และสามารถนำไปใช้งาน รวมถึงมีส่วนร่วมได้ เรามีโมเดลที่เปิดให้ใช้ได้อย่างเป็นสาธารณะที่หลากหลายมากกว่า 10,000 โมเดลให้เลือกใช้ ซึ่งในบทนี้เราจะมาเจาะลึกลงในเรื่องของโมเดล และเราจะพูดถึงชุดข้อมูลในบทที่ 5
[Hugging Face Hub](https://huggingface.co/) –- เว็บไซต์หลักของเรา –- เป็นแพลตฟอร์มกลางที่ทุกคนสามารถค้นหาโมเดลและชุดข้อมูลที่ล้ำสมัยที่สุด (state-of-the-art) และสามารถนำไปใช้งาน รวมถึงมีส่วนร่วมได้ เรามีโมเดลที่เปิดให้ใช้ได้อย่างเป็นสาธารณะที่หลากหลายมากกว่า ![Hugging Face Models](https://img.shields.io/endpoint?url=https://huggingface.co/api/shields/models&color=brightgreen) โมเดลให้เลือกใช้ ซึ่งในบทนี้เราจะมาเจาะลึกลงในเรื่องของโมเดล และเราจะพูดถึงชุดข้อมูลในบทที่ 5

โมเดลใน hub ของเราไม่ได้มีแค่ 🤗 Transformers หรือ NLP เท่านั้น ยังมีโมเดลจาก [Flair](https://github.com/flairNLP/flair) และ [AllenNLP](https://github.com/allenai/allennlp) สำหรับงาน NLP, [Asteroid](https://github.com/asteroid-team/asteroid) และ [pyannote](https://github.com/pyannote/pyannote-audio) สำหรับงานเสียง และ [timm](https://github.com/rwightman/pytorch-image-models) สำหรับงานภาพ และอื่นๆอีกมากมาย

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[Hugging Face Hub](https://huggingface.co/) –- trang web chính của chúng tôi –- là một nền tảng tập trung cho phép mọi người khám phá, sử dụng và đóng góp các mô hình và bộ dữ liệu hiện đại nhất. Nó lưu trữ nhiều mô hình khác nhau, với hơn 10,000 mô hình được công bố rộng rãi. Chúng ta sẽ tập trung vào các mô hình trong chương này và xem xét các tập dữ liệu trong Chương 5.
[Hugging Face Hub](https://huggingface.co/) –- trang web chính của chúng tôi –- là một nền tảng tập trung cho phép mọi người khám phá, sử dụng và đóng góp các mô hình và bộ dữ liệu hiện đại nhất. Nó lưu trữ nhiều mô hình khác nhau, với hơn ![Hugging Face Models](https://img.shields.io/endpoint?url=https://huggingface.co/api/shields/models&color=brightgreen) mô hình được công bố rộng rãi. Chúng ta sẽ tập trung vào các mô hình trong chương này và xem xét các tập dữ liệu trong Chương 5.

Các mô hình trong Hub không giới hạn ở 🤗 Transformer hoặc thậm chí là NLP. Có các mô hình từ [Flair](https://github.com/flairNLP/flair) và [AllenNLP](https://github.com/allenai/allennlp) cho NLP, [Asteroid](https://github.com/asteroid-team/asteroid) và [pyannote](https://github.com/pyannote/pyannote-audio) cho âm thanh và [timm](https://github.com/rwightman/pytorch-image-models) cho hình ảnh.

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[Hugging Face Hub](https://huggingface.co/)---我们的主网站,是一个中央平台,在这个网站上任何人都可以查找、使用和贡献新的最先进的模型和数据集。它拥有各种各样的模型,公开可用的模型超过 10,000个。我们在本章去探索Hub中的模型,并在第 5 章中探索Hub中的数据集。
[Hugging Face Hub](https://huggingface.co/)---我们的主网站,是一个中央平台,在这个网站上任何人都可以查找、使用和贡献新的最先进的模型和数据集。它拥有各种各样的模型,公开可用的模型超过 ![Hugging Face Models](https://img.shields.io/endpoint?url=https://huggingface.co/api/shields/models&color=brightgreen)个。我们在本章去探索Hub中的模型,并在第 5 章中探索Hub中的数据集。

Hub 中的模型不仅限于🤗 Transformers 甚至 NLP。有用于自然语言处理的[Flair](https://github.com/flairNLP/flair),[AllenNLP](https://github.com/allenai/allennlp),[Asteroid](https://github.com/asteroid-team/asteroid)和用于音频检测的[pyannote](https://github.com/pyannote/pyannote-audio),以及对于视觉的[timm](https://github.com/rwightman/pytorch-image-models),这些例子只是Hub中冰山一角,更多的模型。可以由你去探索。

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[Hugging Face Hub](https://huggingface.co/) -- 我們的主網站,是一個中央平臺,在這個網站上任何人都可以查找、使用和貢獻新的最先進的模型和數據集。它擁有各種各樣的模型,公開可用的模型超過 10,000個。我們在本章去探索Hub中的模型,並在第 5 章中探索Hub中的數據集。
[Hugging Face Hub](https://huggingface.co/) -- 我們的主網站,是一個中央平臺,在這個網站上任何人都可以查找、使用和貢獻新的最先進的模型和數據集。它擁有各種各樣的模型,公開可用的模型超過 ![Hugging Face Models](https://img.shields.io/endpoint?url=https://huggingface.co/api/shields/models&color=brightgreen)個。我們在本章去探索Hub中的模型,並在第 5 章中探索Hub中的數據集。

Hub 中的模型不僅限於 🤗 Transformers 甚至 NLP。有用於自然語言處理的[Flair](https://github.com/flairNLP/flair),[AllenNLP](https://github.com/allenai/allennlp),[Asteroid](https://github.com/asteroid-team/asteroid)和用於音頻檢測的[pyannote](https://github.com/pyannote/pyannote-audio),以及對於視覺的[timm](https://github.com/rwightman/pytorch-image-models),這些例子只是Hub中冰山一角,更多的模型。可以由你去探索。

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