基于 Transformers 的自然语言处理
Natural Language Processing with Transformers
Lewis Tunstall、Leandro von Werra、Thomas Wolf · 初版 2022 年
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Natural Language Processing with Transformers
Lewis Tunstall、Leandro von Werra、Thomas Wolf · 初版 2022 年
正在加载完整评论……
……觉得挺有用的，我还在项目的 readme 里放了一些额外资源的链接：- 《Deep Learning Foundations and concepts》：Christopher Bishop 写的书。主要讲理论和统计机器学习（statistical ML）。- 《基于 Transformers 的自然语言处理》（Natural Language Processing with Transformers）：Lewis Tunstall、Leandro von Werra 和 Thomas Wolf（Hugging Face）写的书。很适合用来理解真实世界的 NLP / LLM。- UvA 深度学习教程（UvA Deep Learning Tutorials）：用于构建和理解 DL 模块的网站，……
…found helpful, I also have some links to additional resources in the project readme: - Deep Learning Foundations and concepts: Book by Christopher Bishop. Mainly covers theory and statistical ML. - Natural Language Processing with Transformers: Book by Lewis Tunstall, Leandro von Werra, and Thomas Wolf (Hugging Face). Good for understanding real world NLP/ LLMs. - UvA Deep Learning Tutorials: Website for building and understanding DL modules,…
我一直觉得《基于 Transformers 的自然语言处理》（Natural Language Processing with Transformers）[1] 读起来很过瘾。它主要是围绕 Huggingface 库展开的，不过第 3 章有一段非常精彩的实战讲解，从零（scratch）搭建了一个 encoder-decoder Transformer 的 encoder 部分（它还是用了一些……
I have been enjoying Natural Language Processing with Transformers [1]. It's largely focused on the Huggingface library, but Chapter 3 has a very nice walkthrough that builds up the encoder portion of an encoder-decoder Transformer from "scratch" (it still uses some…
……《With the Hugging Face Library and Models to Solve Problems》https://www.amazon.com/gp/product/1484288432 《Transformers for Machine Learning: A Deep Dive》https://www.amazon.com/gp/product/0367767341/ 《Natural Language Processing with Transformers, Revised Edition》https://www.amazon.com/gp/product/1098136799 补充：我原以为还在预售的几本现在已经出了。这些我一本都没读过，但都是吸引了我眼球的，而且……
…With the Hugging Face Library and Models to Solve Problems https://www.amazon.com/gp/product/1484288432 Transformers for Machine Learning: A Deep Dive https://www.amazon.com/gp/product/0367767341/ Natural Language Processing with Transformers, Revised Edition https://www.amazon.com/gp/product/1098136799 EDIT: a couple of the ones that I thought were still pending have now been released. I haven't read any of these, but they are ones that caught my eye and…