dataset.save_to_disk(save_path) 1. 2. 3. 4. 5. 6. 7. 8. huggingface可以把处理好的数据保存成下面的格式: 下载到本地后的数据结构如下: 2.加载本地的arrow文件:load_from_disk from datasets import load_from_disk path = './train' # train:表示上述训练集在本地的路径 dataset = load_from...
10. 数据保存/加载(save to disk/ load from disk) 使用save_to_disk()来保存数据集,方便在以后重新使用它,使用load_from_disk()函数重新加载数据集。我们将上面map后的tokenized\_dataset数据集进行保存: tokenized_dataset.save_to_disk("squad_tokenized") 1. 保存后的文件结构如下: squad_tokenized/ ├─...
我们首先使用Dataset.from_dict方法定义了一个包含两个样本的数据集。然后,我们将这个数据集添加到DatasetDict对象中,并使用键名"my_dataset"进行标识。然后,我们打印了DatasetDict对象中的"my_dataset"数据集。最后,我们使用save_to_disk方法将数据集保存到指定位置,其中"path/to/save/my_dataset"表示保存的路径和文...
save_to_disk("path/of/my/dataset/directory") from datasets import load_from_disk reloaded_encoded_dataset = load_from_disk("path/of/my/dataset/directory") 2.6.2 Export导出 文件类型导出方式 CSV datasets.Dataset.to_csv() json datasets.Dataset.to_json() Parquet datasets.Dataset.to_parquet()...
Arrow Dataset.save_to_disk() CSV Dataset.to_csv() JSON Dataset.to_json() 5.1 Arrow 格式 drug_dataset_clean.save_to_disk("drug-reviews") # 上面的代码会创建如下结构的数据集 drug-reviews/ ├── dataset_dict.json ├── test │ ├── dataset.arrow │ ├── dataset_info.json │ └...
./dataset/test")validation.save_to_disk("./dataset/validation")下图2可以看到,已经从数据集中删除了“translation”维度。标记器 标记器提供了训练标记器所需的所有工作。它由四个基本组成部分:(但这四个部分不是所有的都是必要的)Models:标记器将如何分解每个单词。例如,给定单词“playing”:i) BPE模型将其...
dataset.save_to_disk('./')from datasets import load_from_diskdataset = load_from_disk('./')3. 评价指标 Evaluate 安装Evaluate库:pip install evaluate (1)加载 import evaluateaccuracy = evaluate.load("accuracy")(2)从社区加载模块 element_count = evaluate.load("lvwerra/element_count", ...
Describe the bug load_from_disk and save_to_disk are not compatible. When I use save_to_disk to save a dataset to disk it works perfectly but given the same directory load_from_disk throws an error that it can't find state.json. looks li...
This is analogous to downloading a TV show versus streaming it. When we download a TV show, we download the entire video offline and save it to our disk. We have to wait for the entire video to download before we can watch it and require as much disk space as size of the v...
disk to load model from.--featureFEATUREThe typeoffeatures toexportthe modelwith.--opsetOPSETONNXopset version toexportthe modelwith.--atolATOLAbsolute difference tolerance when validating the model.--framework{pt,tf}The framework to usefortheONNXexport.If not provided,will attempt to use the ...