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https://api.github.com/repos/huggingface/datasets/issues/7766
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3,411,611,165
I_kwDODunzps7LWQ4d
7,766
cast columns to Image/Audio/Video with `storage_options`
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2025-09-12 18:51:01+00:00
2025-09-27 08:14:47+00:00
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### Feature request Allow `storage_options` to be passed in 1. `cast` related operations (e.g., `cast_columns, cast`) 2. `info` related reading (e.g., `from_dict, from_pandas, from_polars`) together with `info.features` ```python3 import datasets image_path = "s3://bucket/sample.png" dataset = datasets.Dataset.from_d...
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3,411,556,378
I_kwDODunzps7LWDga
7,765
polars dataset cannot cast column to Image/Audio/Video
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2025-09-12 18:32:49+00:00
2025-10-13 14:39:48+00:00
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### Describe the bug `from_polars` dataset cannot cast column to Image/Audio/Video, while it works on `from_pandas` and `from_dict` ### Steps to reproduce the bug ```python3 import datasets import pandas as pd import polars as pl image_path = "./sample.png" # polars df = pl.DataFrame({"image_path": [image_path]}) ...
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PR_kwDODunzps6oQltc
7,764
update torchcodec in ci
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2025-09-12 14:26:42+00:00
2025-09-12 15:56:16+00:00
2025-09-12 15:56:14+00:00
MEMBER
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before the release, to make sure everything works fine
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7,763
Bump dill to 0.4.0
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2025-09-11 19:43:16+00:00
2025-09-15 08:37:48+00:00
2025-09-15 08:37:48+00:00
CONTRIBUTOR
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This bumps `dill` to 0.3.9 and closes #7510 It turns out the only thing required to make the tests pass was to extend the version checks to include 0.3.9.
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7,762
Parquet: use data page v2 for efficient page pruning
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2025-09-11 14:42:22+00:00
2025-09-11 15:24:25+00:00
2025-09-11 15:24:24+00:00
MEMBER
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This is needed to enable page pruning with DataFusion, which will be useful for the Dataset Viewer. Indeed page pruning with DataFusion allows to download only certain pages of a row group, reducing the I/O required to read just a few rows. But while data page v1 generally works, it's not easy with DataFusion to ...
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7,761
Audio: use TorchCodec instead of Soundfile for encoding
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2025-09-10 14:47:07+00:00
2025-09-10 15:09:36+00:00
2025-09-10 15:09:35+00:00
MEMBER
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this removes the dependency on Soundfile completely
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7,760
Hugging Face Hub Dataset Upload CAS Error
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2025-09-10 10:01:19+00:00
2025-09-16 20:01:36+00:00
NaT
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### Describe the bug Experiencing persistent 401 Unauthorized errors when attempting to upload datasets to Hugging Face Hub using the `datasets` library. The error occurs specifically with the CAS (Content Addressable Storage) service during the upload process. Tried using HF_HUB_DISABLE_XET=1. It seems to work for sm...
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7,759
Comment/feature request: Huggingface 502s from GHA
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2025-09-09 11:59:20+00:00
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This is no longer a pressing issue, but for completeness I am reporting that in August 26th, GET requests to `https://huggingface.co/proxy/datasets-server.huggingface.co/info\?dataset\=livebench/math` were returning 502s when invoked from [github actions](https://github.com/UKGovernmentBEIS/inspect_evals/actions/runs/17241892475/job/489211...
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3,395,590,783
I_kwDODunzps7KZJp_
7,758
Option for Anonymous Dataset link
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2025-09-08 20:20:10+00:00
2025-09-08 20:20:10+00:00
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### Feature request Allow for anonymized viewing of datasets. For instance, something similar to [Anonymous GitHub](https://anonymous.4open.science/). ### Motivation We generally publish our data through Hugging Face. This has worked out very well as it's both our repository and archive (thanks to the DOI feature!)....
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3,389,535,011
I_kwDODunzps7KCDMj
7,757
Add support for `.conll` file format in datasets
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2025-09-06 07:25:39+00:00
2025-09-10 14:22:48+00:00
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### Feature request I’d like to request native support in the Hugging Face datasets library for reading .conll files (CoNLL format). This format is widely used in NLP tasks, especially for Named Entity Recognition (NER), POS tagging, and other token classification problems. Right now `.conll` datasets need to be manu...
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7,756
datasets.map(f, num_proc=N) hangs with N>1 when run on import
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2025-09-05 10:32:01+00:00
2025-09-05 10:32:01+00:00
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### Describe the bug If you `import` a module that runs `datasets.map(f, num_proc=N)` at the top-level, Python hangs. ### Steps to reproduce the bug 1. Create a file that runs datasets.map at the top-level: ```bash cat <<EOF > import_me.py import datasets the_dataset = datasets.load_dataset("openai/openai_humanev...
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7,755
Support pathlib.Path for feature input
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2025-09-05 02:38:07+00:00
2025-09-10 15:19:35+00:00
2025-09-10 15:19:35+00:00
CONTRIBUTOR
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This PR adds support for specifying image, video, audio, and pdf features using `pathlib.Path`.
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7,754
Add columns support to JSON loader
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2025-09-04 18:21:26+00:00
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New fix to #7594 This PR adds support for the columns argument in the JSON dataset builder. Added columns parameter to JsonConfig. Applied column filtering after table creation, filling missing columns with None. Extended tests to cover: - Selecting a subset of columns - Handling missing requested columns - Co...
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7,753
datasets massively slows data reads, even in memory
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2025-09-04 01:45:24+00:00
2025-09-18 22:08:51+00:00
NaT
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### Describe the bug Loading image data in a huggingface dataset results in very slow read speeds, approximately 1000 times longer than reading the same data from a pytorch dataset. This applies even when the dataset is loaded into RAM using a `keep_in_memory=True` flag. The following script reproduces the result wit...
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7,752
Fix: Update Dill Version in Setup py
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2025-08-27 07:39:51+00:00
2025-11-03 14:52:58+00:00
2025-11-03 14:52:58+00:00
NONE
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Currently the DIll version is less than 3.9 and now major libraries like Multiprocess, gepa requires Dill version as 0.4.0 and this is making a conflict in installation. So added this small PR to update the DIll.
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Dill version update
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2025-08-27 07:38:30+00:00
2025-09-10 14:24:02+00:00
NaT
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### Describe the bug Why the datasets is not updating the dill ? Just want to know if I update the dill version in dill what will be the repucssion. For now in multiplaces I have to update the library like process requirequire dill 0.4.0 so why not datasets. Adding a pr too. ### Steps to reproduce the bug . ###...
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7,750
Refactor: use unpacking in load.py for time and memory improvement
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2025-08-26 22:13:11+00:00
2025-08-26 22:13:11+00:00
NaT
CONTRIBUTOR
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In `src/datasets/load.py`, we can use unpacking rather than concatenating two lists for improved time and memory performance. It’s a small improvement in absolute terms, but a consistent and measurable one: ```diff - ALL_ALLOWED_EXTENSIONS = list(_EXTENSION_TO_MODULE.keys()) + [".zip"] + ALL_ALLOWED_EXTENSIONS = [...
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7,749
Fix typo in error message for cache directory deletion
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2025-08-26 17:47:22+00:00
2025-09-12 15:43:08+00:00
2025-09-12 13:22:18+00:00
CONTRIBUTOR
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This PR fixes a small typo in an error message in `src/datasets/fingerprint.py`: https://github.com/huggingface/datasets/blob/910fab20606893f69b4fccac5fcc883dddf5a14d/src/datasets/fingerprint.py#L63 ```diff - occured + occurred ```
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7,748
docs: Streaming best practices
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2025-08-23 00:18:43+00:00
2025-09-07 02:33:36+00:00
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Add a new 'Streaming best practices' page with practical patterns and pitfalls for large-scale/production use of IterableDataset. Includes examples for batched map with remove_columns, deterministic shuffling with set_epoch, multi-worker sharding, checkpoint/resume, and persistence to Parquet/Hub. Linked from How-to > ...
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Add wikipedia-2023-redirects dataset
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2025-08-22 23:49:53+00:00
2025-09-12 13:23:34+00:00
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Title: Add wikipedia-2023-redirects dataset (redirect resolution + pageviews) Summary - New dataset loader: wikipedia_2023_redirects - Canonical Wikipedia pages enriched with: - redirects (aliases pointing to the page) - 2023 pageviews (aggregated) - Streaming support; robust parsing; license notes included - Test...
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7,746
Fix: Canonical 'multi_news' dataset is broken and should be updated to a Parquet version
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2025-08-22 12:52:03+00:00
2025-08-27 20:23:35+00:00
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Hi, The canonical `multi_news` dataset is currently broken and fails to load. This is because it points to the [alexfabri/multi_news](https://huggingface.co/datasets/alexfabbri/multi_news) repository, which contains a legacy loading script (`multi_news.py`) that requires the now-removed `trust_remote_code` parameter....
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Audio mono argument no longer supported, despite class documentation
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2025-08-22 12:15:41+00:00
2025-08-24 18:22:41+00:00
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### Describe the bug Either update the documentation, or re-introduce the flag (and corresponding logic to convert the audio to mono) ### Steps to reproduce the bug Audio(sampling_rate=16000, mono=True) raises the error TypeError: Audio.__init__() got an unexpected keyword argument 'mono' However, in the class doc...
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dtype: ClassLabel is not parsed correctly in `features.py`
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2025-09-10 15:23:41+00:00
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`dtype: ClassLabel` in the README.md yaml metadata is parsed incorrectly and causes the data viewer to fail. This yaml in my metadata ([source](https://huggingface.co/datasets/BrentLab/yeast_genome_resources/blob/main/README.md), though i changed `ClassLabel` to `string` to using different dtype in order to avoid the ...
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Refactor HDF5 and preserve tree structure
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2025-08-21 17:28:17+00:00
2025-08-26 15:28:05+00:00
2025-08-26 15:28:05+00:00
CONTRIBUTOR
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Closes #7741. Followup to #7690 - Recursive parsing and feature inference, to preserve the tree structure of the file. Note this means we now visit all links in the file. It also means we have to call` combine_chunks` on any large non-root datasets. - Support for `complex64` (two `float32`s, used to be converted to...
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module 'pyarrow' has no attribute 'PyExtensionType'
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### Describe the bug When importing certain libraries, users will encounter the following error which can be traced back to the datasets library. module 'pyarrow' has no attribute 'PyExtensionType'. Example issue: https://github.com/explodinggradients/ragas/issues/2170 The issue occurs due to the following. I will ...
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Preserve tree structure when loading HDF5
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### Feature request https://github.com/huggingface/datasets/pull/7740#discussion_r2285605374 ### Motivation `datasets` has the `Features` class for representing nested features. HDF5 files have groups of datasets which are nested, though in #7690 the keys are flattened. We should preserve that structure for the user...
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Document HDF5 support
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2025-08-19 14:53:04+00:00
2025-09-24 14:51:11+00:00
2025-09-24 14:51:11+00:00
CONTRIBUTOR
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I think these are at least the main places where we should put content. Ideally it is not just repeated in the final version ref #7690 - [x] Wait for #7743 to land
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Replacement of "Sequence" feature with "List" breaks backward compatibility
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2025-08-18 17:28:38+00:00
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PR #7634 replaced the Sequence feature with List in 4.0.0, so datasets saved with version 4.0.0 with that feature cannot be loaded by earlier versions. There is no clear option in 4.0.0 to use the legacy feature type to preserve backward compatibility. Why is this a problem? I have a complex preprocessing and training...
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Allow saving multi-dimensional ndarray with dynamic shapes
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### Feature request I propose adding a dedicated feature to the datasets library that allows for the efficient storage and retrieval of multi-dimensional ndarray with dynamic shapes. Similar to how Image columns handle variable-sized images, this feature would provide a structured way to store array data where the dim...
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docs: Add column overwrite example to batch mapping guide
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2025-08-13 14:20:19+00:00
2025-09-04 11:11:37+00:00
2025-09-04 11:11:37+00:00
CONTRIBUTOR
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This PR adds a complementary example showing the **column-overwriting** pattern, which is both more direct and more flexible for many transformations. ### Proposed Change The original `remove_columns` example remains untouched. Below it, this PR introduces an alternative approach that overwrites an existing colum...
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Fix type hint `train_test_split`
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fix largelist repr
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7,734
Fixing __getitem__ of datasets which behaves inconsistent to documentation when setting _format_type to None
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2025-08-17 07:23:00+00:00
2025-08-17 07:23:00+00:00
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Setting _format_type to None, should return plain python object but as of 4.0.0 returns Column. This fails in libs such as sentencetransformers (such as in generation of hard negatives) where plain python is expected.
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7,733
Dataset Repo Paths to Locally Stored Images Not Being Appended to Image Path
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2025-08-08 19:10:58+00:00
2025-10-07 04:47:36+00:00
2025-10-07 04:32:48+00:00
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### Describe the bug I’m not sure if this is a bug or a feature and I just don’t fully understand how dataset loading is to work, but it appears there may be a bug with how locally stored Image() are being accessed. I’ve uploaded a new dataset to hugging face (rmdig/rocky_mountain_snowpack) but I’ve come into a ton of...
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webdataset: key errors when `field_name` has upper case characters
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2025-08-08 16:56:42+00:00
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### Describe the bug When using a webdataset each sample can be a collection of different "fields" like this: ``` images17/image194.left.jpg images17/image194.right.jpg images17/image194.json images17/image12.left.jpg images17/image12.right.jpg images17/image12.json ``` if the field_name contains upper case characte...
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7,731
Add the possibility of a backend for audio decoding
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2025-08-20 16:29:33+00:00
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### Feature request Add the possibility of a backend for audio decoding. Before version 4.0.0, soundfile was used, and now torchcodec is used, but the problem is that torchcodec requires ffmpeg, which is problematic to install on the same colab. Therefore, I suggest adding a decoder selection when loading the dataset....
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Grammar fix: correct "showed" to "shown" in fingerprint.py
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2025-08-07 21:22:56+00:00
2025-08-13 18:34:30+00:00
2025-08-13 13:12:56+00:00
CONTRIBUTOR
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This PR corrects a small grammatical issue in the outputs of fingerprint.py: ```diff - "This warning is only showed once. Subsequent hashing failures won't be showed." + "This warning is only shown once. Subsequent hashing failures won't be shown." ```
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OSError: libcudart.so.11.0: cannot open shared object file: No such file or directory
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> Hi is there any solution for that eror i try to install this one pip install torch==1.12.1+cpu torchaudio==0.12.1+cpu -f https://download.pytorch.org/whl/torch_stable.html this is working fine but tell me how to install pytorch version that is fit for gpu
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NonMatchingSplitsSizesError and ExpectedMoreSplitsError
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2025-08-07 04:04:50+00:00
2025-10-06 21:08:39+00:00
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### Describe the bug When loading dataset, the info specified by `data_files` did not overwrite the original info. ### Steps to reproduce the bug ```python from datasets import load_dataset traindata = load_dataset( "allenai/c4", "en", data_files={"train": "en/c4-train.00000-of-...
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config paths that start with ./ are not valid as hf:// accessed repos, but are valid when accessed locally
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### Describe the bug ``` - config_name: some_config data_files: - split: train path: - images/xyz/*.jpg ``` will correctly download but ``` - config_name: some_config data_files: - split: train path: - ./images/xyz/*.jpg ``` will error with `FileNotFoundError` due to improper url joining. `loa...
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fix(webdataset): don't .lower() field_name
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2025-08-05 16:57:09+00:00
2025-08-20 16:35:55+00:00
2025-08-20 16:35:55+00:00
CONTRIBUTOR
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This fixes cases where keys have upper case identifiers
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Can not stepinto load_dataset.py?
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I set a breakpoint in "load_dataset.py" and try to debug my data load codes, but it does not stop at any breakpoints, so "load_dataset.py" can not be stepped into ? <!-- Failed to upload "截图 2025-08-05 17-25-18.png" -->
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Don't remove `trust_remote_code` arg!!!
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### Feature request defaulting it to False is nice balance. we need manully setting it to True in certain scenarios! Add `trust_remote_code` arg back please! ### Motivation defaulting it to False is nice balance. we need manully setting it to True in certain scenarios! ### Your contribution defaulting it to Fals...
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Out of memory even though using load_dataset(..., streaming=True)
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### Describe the bug I am iterating over a large dataset that I load using streaming=True to avoid running out of memory. Unfortunately, I am observing that memory usage increases over time and I'm finally running in an oom. ### Steps to reproduce the bug ``` ds = load_dataset("openslr/librispeech_asr", split="tra...
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Bad split error message when using percentages
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2025-08-04 13:20:25+00:00
2025-08-14 14:42:24+00:00
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### Describe the bug Hi, I'm trying to download a dataset. To not load the entire dataset in memory, I split it as described [here](https://huggingface.co/docs/datasets/v4.0.0/loading#slice-splits) in 10% steps. When doing so, the library returns this error: raise ValueError(f"Bad split: {split}. Available splits...
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Datasets 4.0 map function causing column not found
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2025-08-03 12:52:34+00:00
2025-08-07 19:23:34+00:00
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### Describe the bug Column returned after mapping is not found in new instance of the dataset. ### Steps to reproduce the bug Code for reproduction. After running get_total_audio_length, it is errored out due to `data` not having `duration` ``` def compute_duration(x): return {"duration": len(x["audio"]["array"...
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7,719
Specify dataset columns types in typehint
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2025-08-02 13:22:31+00:00
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### Feature request Make dataset optionaly generic to datasets usage with type annotations like it was done in `torch.Dataloader` https://github.com/pytorch/pytorch/blob/134179474539648ba7dee1317959529fbd0e7f89/torch/utils/data/dataloader.py#L131 ### Motivation In MTEB we're using a lot of datasets objects, but they...
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add support for pyarrow string view in features
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2025-08-01 14:58:39+00:00
2025-09-12 13:14:16+00:00
2025-09-12 13:13:24+00:00
CONTRIBUTOR
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7,717
Cached dataset is not used when explicitly passing the cache_dir parameter
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2025-08-01 07:12:41+00:00
2025-08-05 19:19:36+00:00
NaT
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### Describe the bug Hi, we are pre-downloading a dataset using snapshot_download(). When loading this exact dataset with load_dataset() the cached snapshot is not used. In both calls, I provide the cache_dir parameter. ### Steps to reproduce the bug ``` from datasets import load_dataset, concatenate_datasets from h...
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2025-07-31 17:14:45+00:00
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Docs: Use Image(mode="F") for PNG/JPEG depth maps
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fix num_proc=1 ci test
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Update cli.mdx to refer to the new "hf" CLI
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2025-07-31 15:06:11+00:00
2025-07-31 16:37:56+00:00
2025-07-31 16:37:55+00:00
CONTRIBUTOR
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Update to refer to `hf auth login`
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Update dataset_dict push_to_hub
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following https://github.com/huggingface/datasets/pull/7708
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Concurrent IterableDataset push_to_hub
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2025-07-31 10:11:31+00:00
2025-07-31 10:14:00+00:00
2025-07-31 10:12:52+00:00
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Same as https://github.com/huggingface/datasets/pull/7708 but for `IterableDataset`
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7,709
Release 4.0.0 breaks usage patterns of with_format
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2025-07-30 11:34:53+00:00
2025-08-07 08:27:18+00:00
2025-08-07 08:27:18+00:00
NONE
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### Describe the bug Previously it was possible to access a whole column that was e.g. in numpy format via `with_format` by indexing the column. Now this possibility seems to be gone with the new Column() class. As far as I see, this makes working on a whole column (in-memory) more complex, i.e. normalizing an in-memo...
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Concurrent push_to_hub
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2025-07-29 13:14:30+00:00
2025-07-31 10:00:50+00:00
2025-07-31 10:00:49+00:00
MEMBER
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Retry the step that (download + update + upload) the README.md using `create_commit(..., parent_commit=...)` if there was a commit in the meantime. This should enable concurrent `push_to_hub()` since it won't overwrite the README.md metadata anymore. Note: we fixed an issue server side to make this work: <details...
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load_dataset() in 4.0.0 failed when decoding audio
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2025-07-29 03:25:03+00:00
2025-10-05 06:41:38+00:00
2025-08-01 05:15:45+00:00
NONE
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### Describe the bug Cannot decode audio data. ### Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("hf-internal-testing/librispeech_asr_demo", "clean", split="validation") print(dataset[0]["audio"]["array"]) ``` 1st round run, got ``` File "/usr/local/lib/python3.1...
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Reimplemented partial split download support (revival of #6832)
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2025-07-28 19:40:40+00:00
2025-10-29 10:20:22+00:00
NaT
CONTRIBUTOR
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(revival of #6832) https://github.com/huggingface/datasets/pull/7648#issuecomment-3084050130 Close https://github.com/huggingface/datasets/issues/4101, and more --- ### PR under work!!!!
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7,705
Can Not read installed dataset in dataset.load(.)
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2025-07-28 09:43:54+00:00
2025-08-05 01:24:32+00:00
NaT
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Hi, folks, I'm newbie in huggingface dataset api. As title, i'm facing the issue that the dataset.load api can not connect to the installed dataset. code snippet : <img width="572" height="253" alt="Image" src="https://github.com/user-attachments/assets/10f48aaf-d6ca-4239-b1cf-145d74f125d1" /> data path : "/xxx/jose...
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Fix map() example in datasets documentation: define tokenizer before use
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2025-07-26 14:18:17+00:00
2025-08-13 13:23:18+00:00
2025-08-13 13:06:37+00:00
CONTRIBUTOR
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## Problem The current datasets.Dataset.map() example in the documentation demonstrates batched processing using a tokenizer object without defining or importing it. This causes a NameError when users copy and run the example as-is, breaking the expected seamless experience. ## Correction This PR fixes the issue b...
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[Docs] map() example uses undefined `tokenizer` — causes NameError
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2025-07-26 13:35:11+00:00
2025-07-27 09:44:35+00:00
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## Description The current documentation example for `datasets.Dataset.map()` demonstrates batched processing but uses a `tokenizer` object without defining or importing it. This causes an error every time it's copied. Here is the problematic line: ```python # process a batch of examples >>> ds = ds.map(lambda examp...
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num_proc=0 behave like None, num_proc=1 uses one worker (not main process) and clarify num_proc documentation
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2025-07-26 08:19:39+00:00
2025-07-31 14:52:33+00:00
2025-07-31 14:52:33+00:00
CONTRIBUTOR
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Fixes issue #7700 This PR makes num_proc=0 behave like None in Dataset.map(), disabling multiprocessing. It improves UX by aligning with DataLoader(num_workers=0) behavior. The num_proc docstring is also updated to clearly explain valid values and behavior. @SunMarc
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Update fsspec max version to current release 2025.7.0
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2025-07-26 06:47:59+00:00
2025-08-13 17:32:07+00:00
2025-07-28 11:58:11+00:00
CONTRIBUTOR
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Diffusers currently asks for a max fsspec version of `2025.3.0`. This change updates it to the current latest version. This change is mainly required to resolve conflicts with other packages in an environment. In my particular case, `aider-chat` which is a part of my environment installs `2025.5.1` which is incompatibl...
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7,700
[doc] map.num_proc needs clarification
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2025-07-25 17:35:09+00:00
2025-07-25 17:39:36+00:00
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https://huggingface.co/docs/datasets/v4.0.0/en/package_reference/main_classes#datasets.Dataset.map.num_proc ``` num_proc (int, optional, defaults to None) — Max number of processes when generating cache. Already cached shards are loaded sequentially. ``` for batch: ``` num_proc (int, optional, defaults to None): The n...
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7,699
Broken link in documentation for "Create a video dataset"
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2025-07-24 19:46:28+00:00
2025-07-25 15:27:47+00:00
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The link to "the [WebDataset documentation](https://webdataset.github.io/webdataset)." is broken. https://huggingface.co/docs/datasets/main/en/video_dataset#webdataset <img width="2048" height="264" alt="Image" src="https://github.com/user-attachments/assets/975dd10c-aad8-42fc-9fbc-de0e2747a326" />
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NotImplementedError when using streaming=True in Google Colab environment
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2025-07-23 08:04:53+00:00
2025-07-23 15:06:23+00:00
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### Describe the bug When attempting to load a large dataset (like tiiuae/falcon-refinedweb or allenai/c4) using streaming=True in a standard Google Colab notebook, the process fails with a NotImplementedError: Loading a streaming dataset cached in a LocalFileSystem is not supported yet. This issue persists even after...
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2025-07-23 01:30:32+00:00
2025-07-25 15:21:39+00:00
2025-07-25 15:21:39+00:00
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load_dataset() in 4.0.0 returns different audio samples compared to earlier versions breaking reproducibility
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2025-07-22 17:02:17+00:00
2025-07-30 14:22:21+00:00
2025-07-30 14:22:21+00:00
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### Describe the bug In datasets 4.0.0 release, `load_dataset()` returns different audio samples compared to earlier versions, this breaks integration tests that depend on consistent sample data across different environments (first and second envs specified below). ### Steps to reproduce the bug ```python from dat...
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7,695
Support downloading specific splits in load_dataset
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2025-07-22 09:33:54+00:00
2025-07-28 17:33:30+00:00
2025-07-28 17:15:45+00:00
CONTRIBUTOR
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This PR builds on #6832 by @mariosasko. May close - #4101, #2538 Discussion - https://github.com/huggingface/datasets/pull/7648#issuecomment-3084050130 --- ### Note - This PR is under work and frequent changes will be pushed.
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Dataset.to_json consumes excessive memory, appears to not be a streaming operation
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2025-07-21 07:51:25+00:00
2025-07-25 14:42:21+00:00
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### Describe the bug When exporting a Dataset object to a JSON Lines file using the .to_json(lines=True) method, the process consumes a very large amount of memory. The memory usage is proportional to the size of the entire Dataset object being saved, rather than being a low, constant memory operation. This behavior ...
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7,693
Dataset scripts are no longer supported, but found superb.py
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2025-07-20 13:48:06+00:00
2025-09-04 10:32:12+00:00
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### Describe the bug Hello, I'm trying to follow the [Hugging Face Pipelines tutorial](https://huggingface.co/docs/transformers/main_classes/pipelines) but the tutorial seems to work only on old datasets versions. I then get the error : ``` -------------------------------------------------------------------------- ...
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xopen: invalid start byte for streaming dataset with trust_remote_code=True
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2025-07-20 11:08:20+00:00
2025-07-25 14:38:54+00:00
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### Describe the bug I am trying to load YODAS2 dataset with datasets==3.6.0 ``` from datasets import load_dataset next(iter(load_dataset('espnet/yodas2', name='ru000', split='train', streaming=True, trust_remote_code=True))) ``` And get `UnicodeDecodeError: 'utf-8' codec can't decode byte 0xa8 in position 1: invalid ...
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7,691
Large WebDataset: pyarrow.lib.ArrowCapacityError on load() even with streaming
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2025-07-19 18:40:27+00:00
2025-07-25 08:51:10+00:00
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### Describe the bug I am creating a large WebDataset-format dataset for sign language processing research, and a number of the videos are over 2GB. The instant I hit one of the shards with one of those videos, I get a ArrowCapacityError, even with streaming. I made a config for the dataset that specifically inclu...
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HDF5 support
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2025-07-18 21:09:41+00:00
2025-08-19 15:18:58+00:00
2025-08-19 13:28:53+00:00
CONTRIBUTOR
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This PR adds support for tabular HDF5 file(s) by converting each row to an Arrow table. It supports columns with the usual dtypes including up to 5-dimensional arrays as well as support for complex/compound types by using `Features(dict)`. All datasets within the HDF5 file should have rows on the first dimension (group...
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7,689
BadRequestError for loading dataset?
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2025-07-18 09:30:04+00:00
2025-07-18 11:59:51+00:00
2025-07-18 11:52:29+00:00
NONE
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### Describe the bug Up until a couple days ago I was having no issues loading `Helsinki-NLP/europarl` and `Helsinki-NLP/un_pc`, but now suddenly I get the following error: ``` huggingface_hub.errors.BadRequestError: (Request ID: ...) Bad request: * Invalid input: expected array, received string * at paths * Invalid...
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7,688
No module named "distributed"
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2025-07-17 09:32:35+00:00
2025-07-25 15:14:19+00:00
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### Describe the bug hello, when I run the command "from datasets.distributed import split_dataset_by_node", I always met the bug "No module named 'datasets.distributed" in different version like 4.0.0, 2.21.0 and so on. How can I solve this? ### Steps to reproduce the bug 1. pip install datasets 2. from datasets.di...
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I_kwDODunzps7BC49t
7,687
Datasets keeps rebuilding the dataset every time i call the python script
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2025-07-17 09:03:38+00:00
2025-07-25 15:21:31+00:00
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### Describe the bug Every time it runs, somehow, samples increase. This can cause a 12mb dataset to have other built versions of 400 mbs+ <img width="363" height="481" alt="Image" src="https://github.com/user-attachments/assets/766ce958-bd2b-41bc-b950-86710259bfdc" /> ### Steps to reproduce the bug `from datasets...
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7,686
load_dataset does not check .no_exist files in the hub cache
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2025-07-16 20:04:00+00:00
2025-07-16 20:04:00+00:00
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### Describe the bug I'm not entirely sure if this should be submitted as a bug in the `datasets` library or the `huggingface_hub` library, given it could be fixed at different levels of the stack. The fundamental issue is that the `load_datasets` api doesn't use the `.no_exist` files in the hub cache unlike other wr...
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7,685
Inconsistent range request behavior for parquet REST api
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2025-07-16 18:39:44+00:00
2025-08-11 08:16:54+00:00
NaT
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### Describe the bug First off, I do apologize if this is not the correct repo for submitting this issue. Please direct me to another one if it's more appropriate elsewhere. The datasets rest api is inconsistently giving `416 Range Not Satisfiable` when using a range request to get portions of the parquet files. Mor...
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fix audio cast storage from array + sampling_rate
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2025-07-15 10:13:42+00:00
2025-07-15 10:24:08+00:00
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MEMBER
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fix https://github.com/huggingface/datasets/issues/7682
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Convert to string when needed + faster .zstd
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2025-07-15 09:37:44+00:00
2025-07-15 10:13:58+00:00
2025-07-15 10:13:56+00:00
MEMBER
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for https://huggingface.co/datasets/allenai/olmo-mix-1124
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7,682
Fail to cast Audio feature for numpy arrays in datasets 4.0.0
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2025-07-14 18:41:02+00:00
2025-07-15 12:10:39+00:00
2025-07-15 10:24:08+00:00
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### Describe the bug Casting features with Audio for numpy arrays - done here with `ds.map(gen_sine, features=features)` fails in version 4.0.0 but not in version 3.6.0 ### Steps to reproduce the bug The following `uv script` should be able to reproduce the bug in version 4.0.0 and pass in version 3.6.0 on a macOS ...
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7,681
Probabilistic High Memory Usage and Freeze on Python 3.10
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2025-07-14 01:57:16+00:00
2025-07-14 01:57:16+00:00
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### Describe the bug A probabilistic issue encountered when processing datasets containing PIL.Image columns using the huggingface/datasets library on Python 3.10. The process occasionally experiences a sudden and significant memory spike, reaching 100% utilization, leading to a complete freeze. During this freeze, th...
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7,680
Question about iterable dataset and streaming
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2025-07-12 04:48:30+00:00
2025-08-01 13:01:48+00:00
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In the doc, I found the following example: https://github.com/huggingface/datasets/blob/611f5a592359ebac6f858f515c776aa7d99838b2/docs/source/stream.mdx?plain=1#L65-L78 I am confused, 1. If we have already loaded the dataset, why doing `to_iterable_dataset`? Does it go through the dataset faster than map-style datase...
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7,679
metric glue breaks with 4.0.0
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2025-07-10 21:39:50+00:00
2025-07-11 17:42:01+00:00
2025-07-11 17:42:01+00:00
CONTRIBUTOR
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### Describe the bug worked fine with 3.6.0, and with 4.0.0 `eval_metric = metric.compute()` in HF Accelerate breaks. The code that fails is: https://huggingface.co/spaces/evaluate-metric/glue/blob/v0.4.0/glue.py#L84 ``` def simple_accuracy(preds, labels): print(preds, labels) print(f"{preds==labels}") r...
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To support decoding audio data, please install 'torchcodec'.
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2025-07-10 09:43:13+00:00
2025-07-22 03:46:52+00:00
2025-07-11 05:05:42+00:00
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In the latest version of datasets==4.0.0, i cannot print the audio data on the Colab notebook. But it works on the 3.6.0 version. !pip install -q -U datasets huggingface_hub fsspec from datasets import load_dataset downloaded_dataset = load_dataset("ymoslem/MediaSpeech", "tr", split="train") print(downloaded_datase...
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7,677
Toxicity fails with datasets 4.0.0
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2025-07-10 06:15:22+00:00
2025-07-11 04:40:59+00:00
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### Describe the bug With the latest 4.0.0 release, huggingface toxicity evaluation module fails with error: `ValueError: text input must be of type `str` (single example), `List[str]` (batch or single pretokenized example) or `List[List[str]]` (batch of pretokenized examples).` ### Steps to reproduce the bug Repro:...
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7,676
Many things broken since the new 4.0.0 release
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2025-07-09 18:59:50+00:00
2025-09-18 16:33:34+00:00
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### Describe the bug The new changes in 4.0.0 are breaking many datasets, including those from lm-evaluation-harness. I am trying to revert back to older versions, like 3.6.0 to make the eval work but I keep getting: ``` Python File /venv/main/lib/python3.12/site-packages/datasets/features/features.py:1474, in genera...
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7,675
common_voice_11_0.py failure in dataset library
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2025-07-09 17:47:59+00:00
2025-07-22 09:35:42+00:00
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### Describe the bug I tried to download dataset but have got this error: from datasets import load_dataset load_dataset("mozilla-foundation/common_voice_11_0", "en", split="test", streaming=True) --------------------------------------------------------------------------- RuntimeError Tr...
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set dev version
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Release: 4.0.0
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2025-07-09 14:03:16+00:00
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Fix double sequence
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2025-07-09 09:53:39+00:00
2025-07-09 09:56:29+00:00
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```python >>> Features({"a": Sequence(Sequence({"c": Value("int64")}))}) {'a': List({'c': List(Value('int64'))})} ``` instead of `{'a': {'c': List(List(Value('int64')))}}`
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7,671
Mapping function not working if the first example is returned as None
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2025-07-08 17:07:47+00:00
2025-07-09 12:30:32+00:00
2025-07-09 12:30:32+00:00
NONE
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### Describe the bug https://github.com/huggingface/datasets/blob/8a19de052e3d79f79cea26821454bbcf0e9dcd68/src/datasets/arrow_dataset.py#L3652C29-L3652C37 Here we can see the writer is initialized on `i==0`. However, there can be cases where in the user mapping function, the first example is filtered out (length cons...
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Fix audio bytes
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How can I add my custom data to huggingface datasets
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2025-07-04 19:19:54+00:00
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I want to add my custom dataset in huggingface dataset. Please guide me how to achieve that.
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Broken EXIF crash the whole program
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2025-07-03 11:24:15+00:00
2025-07-03 12:27:16+00:00
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### Describe the bug When parsing this image in the ImageNet1K dataset, the `datasets` crashs whole training process just because unable to parse an invalid EXIF tag. ![Image](https://github.com/user-attachments/assets/3c840203-ac8c-41a0-9cf7-45f64488037d) ### Steps to reproduce the bug Use the `datasets.Image.decod...
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Fix infer list of images
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2025-07-02 15:07:58+00:00
2025-07-02 15:10:28+00:00
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cc @kashif
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7,666
Backward compat list feature
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[]
closed
false
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1
2025-07-02 14:58:00+00:00
2025-07-02 15:00:37+00:00
2025-07-02 14:59:40+00:00
MEMBER
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cc @kashif
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https://api.github.com/repos/huggingface/datasets/issues/7666/timeline
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true