例如对于SQuAD-it-dataset数据集,可以如下设置data_files参数进行加载。 url = "https://github.com/crux82/squad-it/raw/master/" data_files = { "train": url + "SQuAD_it-train.json.gz", "test": url + "SQuAD_it-test.json.gz", } squad_it_dataset = load_dataset("json", data_files=da...
然后在Lib\site-packages\datasets\utils\file_utils.py中找到get_from_cache函数, 加断点查看cache_path = os.path.join(cache_dir, filename)的cache_path值,然后将MInDS-14.zip复制到该路径下,并改为相同的名字,再次运行load_dataset即可 https://github.com/lansinuote/Huggingface_Toturials NLP冻手之路(2)...
"""time=timeit.timeit(stmt=s,number=1,globals=globals())print(f"Time to iterate over the{wiki.dataset_size>>30}GB dataset:{time:.1f}sec, "f"ie.{float(wiki.dataset_size>>27)/time:.1f}Gb/s")Time to iterate over the18GB dataset:31.8sec,ie.4.8Gb/s 缓存 缓存是🤗Datasets如此高效...
hf的模型下载工具: download-files-from-the-hub huggingface-cli 隶属于 huggingface_hub 库,不仅可以下载模型、数据,还可以可以登录huggingface、上传模型、数据等huggingface-cli 属于官方工具,其长期支持肯定是最好的。优先推荐!安装依赖 1 pip install -U huggingface_hub 注意:huggingface_hub 依赖于 Python>=3.8...
load_from_disk # from datasets import load_dataset 加载网上的数据集 # 加载数据 dataset = load_from_disk('./data/ChnSentiCorp') # dataset = load_dataset(path='seamew/ChnSentiCorp',split='train') dataset # 保存数据集到磁盘 dataset.save_to_disk(dataset_dict_path='./data/ChnSentiCorp1'...
dataset = load_dataset(dataset_id,name=dataset_config) # Load tokenizer of FLAN-t5-base tokenizer = AutoTokenizer.from_pretrained(model_id) print(f"Train dataset size:{len(dataset['train'])}") print(f"Test dataset size:{len(dataset['test'])}") ...
For the purpose of this tutorial, we'll load the smallest of these configurations. The dataset's identifier and the desired configuration are all that we require to download the dataset: from datasets import load_dataset gigaspeech = load_dataset("speechcolab/gigaspeech", "xs") print(...
download fixed rows using load_dataset() While loading a huggingface dataset, I want to download only a subset of the full dataset. from datasets import load_dataset dataset = load_dataset("openslr/librispeech_asr", split="... huggingface-datasets afsara_ben 652 asked Jul 20 at 6:09 ...
---> 1 dataset=datasets.load_dataset("yelp_review_full") myenv/lib/python3.8/site-packages/datasets/load.py in load_dataset(path, name, data_dir, data_files, split, cache_dir, features, download_config, download_mode, ignore_verifications, keep_in_memory, save_infos, revision, use_auth...
Dataset.save_to_disk() 数据集下载timeout处理 importdatasetsfromdatasetsimportDownloadMode# resume_download是断点续传,max_retries可以在短暂断连后等待一个足够长到恢复连接的间隔config=datasets.DownloadConfig(resume_download=True,max_retries=100)data=datasets.load_dataset('natural_questions',cache_dir=r''...