而且,如果你想共享自己的数据集,也可以这样做:https://huggingface.co/docs/datasets/add_dataset.html 如果你想查看代码,请参考我的Github repo的链接:https://github.com/chetnakhanna16/huggingface_datasets/blob/main/HuggingFace_Datatsets_Library_TDS.ipynb 参考资料: 对于数据集:https://huggingface.co/datase...
本章主要介绍Hugging Face下的另外一个重要库:Datasets库,用来处理数据集的一个python库。当微调一个模型时候,需要在以下三个方面使用该库,如下。 从Huggingface Hub上下载和缓冲数据集(也可以本地哟!) 使用Dataset.map()预处理数据 加载和计算指标 ...
Hugging Face has emerged as a transformative force in the field of artificial intelligence and natural language processing. Its comprehensive suite of tools, including the revolutionary Transformers library, the collaborative Model Hub, and the extensive Datasets library, has democratized access to advanced...
Hugging Face 🤗 是自然语言处理 (NLP) 技术的开源提供商。您可以使用最先进的Hugging Face 模型(在 Transformers 库下)来构建和训练您自己的模型。您可以使用拥抱人脸数据集库来共享和加载数据集。您甚至可以将此库用于评估指标。 数据集库 根据Hugging Face 网站,Datasets 库目前拥有 100 多个公共数据集。 😳 ...
Hugging Face is most notable for its Transformers library built for natural language processing applications and its platform that allows users to share machine learning models and datasets.This connector is available in the following products and regions:...
安装相关包 pip install datasets, transformers 去官网看看有什么数据集 https://huggingface.co/datasets 我们选择其中的一个数据集:cail2018 from datasets import load_dataset datasets
Mirror of https://huggingface.co/datasets/haibaraconan/tif 1 0 0 word-flag-data Mirror of https://huggingface.co/datasets/ovi054/word-flag-data 1 0 0 justicedao-Caselaw_Access_Project_embeddings Mirror of https://huggingface.co/datasets/justicedao/Caselaw_Access_Project_embeddings ...
如果你想看代码,请参考这个链接到我的Github : https://github.com/chetnakhanna16/huggingface_datasets/blob/main/HuggingFace_Datatsets_Library_TDS.ipynb 作者:Chetna Khanna 原文地址:https://towardsdatascience.com/use-the-datasets-library-of-hugging-face-in-your-next-nlp-project-94e300cca850 deephub翻...
Hugging Face Hub 是强大的机器学习的数据源。相信大家在国内用 Hugging Face Datasets 都遇到过下载的问题。譬如: import datasets dataset = datasets.load_dataset("codeparrot/self-instruct-starcoder", cache_dir="./hf_cache") ⌛ 结果下载到一半: ConnectionError: Couldn't reach https://huggingface.co...
Bringing bio (molecules and more) to the HuggingFace Datasets library. This (unofficial!) extension to Datasets is designed to make the following things as easy as possible: efficient storage of biological data for ML low-overhead loading and standardisation of data into ML-ready python objects ...