🤗 Transformers library, 有个叫 “抱抱脸” 的组织, 出品了 transformer 库. 该项目有以下特色: 它首先是一个 NLP 的模型仓库. 远端存储了各种模型的 计算图源码和训练好的模型参数, 可通过互联网按需下载. 仅有模型是不足以运行 demo 的, 所以它引入 pipeline 设计, 将 {tokenizer 预处理, 模型推断, ar...
fromtransformersimportpipelineclassifier=pipeline("zero-shot-classification")classifier("This is a course about the Transformers library",candidate_labels=["education","politics","business"],){'sequence':'This is a course about the Transformers library','labels':['education','business','politics'...
Python juliusberner/emotion_transformer Star12 Contextual Emotion Detection in Text (DoubleDistilBert Model) natural-language-processingemotion-detectionpytorch-lightningtransformers-library UpdatedJun 12, 2023 Jupyter Notebook Training a BERT model from scratch. ...
文本生成 (text-generation): python generator = pipeline("text-generation", model="model-name-or-path") generated_text = generator("The Transformers library is great for...") 命名实体识别 (ner): python ner_pipeline = pipeline("ner") results = ner_pipeline("Elon Musk founded Tesla and Spac...
Install Transformers from source if you want the latest changes in the library or are interested in contributing. However, thelatestversion may not be stable. Feel free to open anissueif you encounter an error. git clone https://github.com/huggingface/transformers.gitcdtransformers#pippip install...
transformers库是一个用于自然语言处理(NLP)的机器学习库,提供了近几年在NLP领域取得巨大成功的预训练模型,例如BERT、GPT、RoBERTa、T5等。 该库由Hugging Face公司开发,是目前最流行的NLP预训练模型库之一。在实际应用中,使用已经训练好的模型可以显著提高模型的效果和速度。
Transformers.js is designed to be functionally equivalent to Hugging Face'stransformerspython library, meaning you can run the same pretrained models using a very similar API. These models support common tasks in different modalities, such as: ...
首先,用你打算使用的版本的 Python 创建一个虚拟环境并激活。 然后,你需要安装 Flax、PyTorch 或 TensorFlow 其中之一。关于在你使用的平台上安装这些框架,请参阅TensorFlow 安装页,PyTorch 安装页或Flax 安装页。 当这些后端之一安装成功后, 🤗 Transformers 可依此安装: ...
Install Transformers from source if you want the latest changes in the library or are interested in contributing. However, the latest version may not be stable. Feel free to open an issue if you encounter an error. git clone https://github.com/huggingface/transformers.git cd transformers pip ...
In a shocking finding,scientist discovered a herdofunicorns livingina remote,previously unexplored valley,inthe Andes Mountains.Even more surprising to the researchers was the fact that the unicorns spoke perfect English. 能够生成一篇关于独角兽的新闻: ...