Dataset streaming lets you work with a dataset without downloading it. The data is streamed as you iterate over the dataset.

You can enable dataset streaming by passing streaming=True in the load_dataset() function to get an iterable dataset.

Dataset streaming lets you get started with a dataset without waiting for the entire dataset to download. The data is downloaded progressively as you iterate ...

2 нояб. 2023 г. · You can pass your chunk and tokenize function to your streaming dataset using .map(), and then pass the dataset to the Trainer.

Dataset streaming lets you get started with a dataset without waiting for the entire dataset to download. The data is downloaded progressively as you iterate ...

8 окт. 2021 г. · Using datasets of version 1.12 or above, we can stream dataset (without caching) by setting streaming =True as follows.

Dataset streaming lets you get started with a dataset without waiting for the entire dataset to download. The data is downloaded progressively as you iterate ...

27 янв. 2024 г. · Streaming datasets should work with DDP since for big LLMs a lot of data is required and DDP/multi-node is mostly used to train such models.

18 февр. 2022 г. · Some ideas for a few features that could be useful when working with large datasets in streaming mode. filter for IterableDataset.

28 февр. 2023 г. · With remote datasets loaded with streaming=True nothing is cached/downloaded on disk, samples are loaded in memory only at a time of iteration.