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docs: Streaming best practices
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2025-08-23T00:18:43
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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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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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I_kwDODunzps7HZp5r
7,746
Fix: Canonical 'multi_news' dataset is broken and should be updated to a Parquet version
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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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I_kwDODunzps7HZQZ1
7,745
Audio mono argument no longer supported, despite class documentation
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2025-08-22T12:15:41
2025-08-24T18:22:41
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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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7,744
dtype: ClassLabel is not parsed correctly in `features.py`
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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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2025-08-21T17:28:17
2025-08-25T18:04:33
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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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7,742
module 'pyarrow' has no attribute 'PyExtensionType'
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2025-08-20T06:14:33
2025-08-20T06:23:47
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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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7,741
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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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 - [ ] Wait for #7743 to land
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7,739
Replacement of "Sequence" feature with "List" breaks backward compatibility
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2025-08-18T17:28:38
2025-08-18T17:28:38
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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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I_kwDODunzps7Ga7nS
7,738
Allow saving multi-dimensional ndarray with dynamic shapes
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2025-08-18T02:23:51
2025-08-22T03:15:19
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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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2025-08-25T17:54:00
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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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Fixing __getitem__ of datasets which behaves inconsistent to documentation when setting _format_type to None
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2025-08-17T07:23:00
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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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2025-08-08T19:10:58
2025-08-12T00:54:58
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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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2025-08-08T16:56:42
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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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### 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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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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2025-08-07T14:07:23
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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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### 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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2025-08-06T08:21:37
2025-08-06T08:21:37
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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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2025-08-05T16:57:09
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This fixes cases where keys have upper case identifiers
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3,292,315,241
I_kwDODunzps7EPL5p
7,724
Can not stepinto load_dataset.py?
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2025-08-05T09:28:51
2025-08-05T09:28:51
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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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3,289,943,261
I_kwDODunzps7EGIzd
7,723
Don't remove `trust_remote_code` arg!!!
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2025-08-04T15:42:07
2025-08-04T15:42:07
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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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3,289,741,064
I_kwDODunzps7EFXcI
7,722
Out of memory even though using load_dataset(..., streaming=True)
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2025-08-04T14:41:55
2025-08-04T14:41:55
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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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3,289,426,104
I_kwDODunzps7EEKi4
7,721
Bad split error message when using percentages
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2025-08-04T13:20:25
2025-08-14T14:42:24
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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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3,287,150,513
I_kwDODunzps7D7e-x
7,720
Datasets 4.0 map function causing column not found
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2025-08-03T12:52:34
2025-08-07T19:23:34
null
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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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3,285,928,491
I_kwDODunzps7D20or
7,719
Specify dataset columns types in typehint
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2025-08-02T13:22:31
2025-08-02T13:22:31
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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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3,284,221,177
PR_kwDODunzps6hvJ6R
7,718
add support for pyarrow string view in features
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2025-08-01T14:58:39
2025-08-13T13:09:44
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7,748
docs: Streaming best practices
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2025-08-23T00:18:43
2025-08-23T00:18:43
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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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3,347,098,038
PR_kwDODunzps6k-Rtd
7,747
Add wikipedia-2023-redirects dataset
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2025-08-22T23:49:53
2025-08-22T23:49:53
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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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3,345,391,211
I_kwDODunzps7HZp5r
7,746
Fix: Canonical 'multi_news' dataset is broken and should be updated to a Parquet version
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2025-08-22T12:52:03
2025-08-23T12:34:39
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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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I_kwDODunzps7HZQZ1
7,745
Audio mono argument no longer supported, despite class documentation
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2025-08-22T12:15:41
2025-08-24T18:22:41
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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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I_kwDODunzps7HSeye
7,744
dtype: ClassLabel is not parsed correctly in `features.py`
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2025-08-21T23:28:50
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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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7,743
Refactor HDF5 and preserve tree structure
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2025-08-21T17:28:17
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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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7,742
module 'pyarrow' has no attribute 'PyExtensionType'
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2025-08-20T06:14:33
2025-08-20T06:23:47
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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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7,741
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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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 - [ ] Wait for #7743 to land
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7,739
Replacement of "Sequence" feature with "List" breaks backward compatibility
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2025-08-18T17:28:38
2025-08-18T17:28:38
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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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7,738
Allow saving multi-dimensional ndarray with dynamic shapes
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2025-08-18T02:23:51
2025-08-22T03:15:19
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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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2025-08-13T14:20:19
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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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Fixing __getitem__ of datasets which behaves inconsistent to documentation when setting _format_type to None
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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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Dataset Repo Paths to Locally Stored Images Not Being Appended to Image Path
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2025-08-08T19:10:58
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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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2025-08-08T16:56:42
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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...
null
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I_kwDODunzps7E6YBT
7,731
Add the possibility of a backend for audio decoding
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2025-08-08T11:08:56
2025-08-20T16:29:33
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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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2025-08-13T18:34:30
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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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2025-08-07T14:07:23
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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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2025-08-07T04:04:50
2025-08-07T07:31:47
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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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2025-08-06T08:21:37
2025-08-06T08:21:37
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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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2025-08-05T16:57:09
2025-08-20T16:35:55
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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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2025-08-05T09:28:51
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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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2025-08-04T14:41:55
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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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2025-08-04T13:20:25
2025-08-14T14:42:24
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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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2025-08-03T12:52:34
2025-08-07T19:23:34
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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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I_kwDODunzps7D20or
7,719
Specify dataset columns types in typehint
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2025-08-02T13:22:31
2025-08-02T13:22:31
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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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7,718
add support for pyarrow string view in features
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2025-08-01T14:58:39
2025-08-13T13:09:44
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7,748
docs: Streaming best practices
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2025-08-23T00:18:43
2025-08-23T00:18:43
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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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PR_kwDODunzps6k-Rtd
7,747
Add wikipedia-2023-redirects dataset
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2025-08-22T23:49:53
2025-08-22T23:49:53
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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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I_kwDODunzps7HZp5r
7,746
Fix: Canonical 'multi_news' dataset is broken and should be updated to a Parquet version
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2025-08-22T12:52:03
2025-08-23T12:34:39
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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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I_kwDODunzps7HZQZ1
7,745
Audio mono argument no longer supported, despite class documentation
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2025-08-22T12:15:41
2025-08-24T18:22:41
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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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7,744
dtype: ClassLabel is not parsed correctly in `features.py`
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2025-08-21T23:28:50
2025-08-21T23:28:50
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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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7,743
Refactor HDF5 and preserve tree structure
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2025-08-21T17:28:17
2025-08-25T18:04:33
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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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I_kwDODunzps7G4hOg
7,742
module 'pyarrow' has no attribute 'PyExtensionType'
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2025-08-20T06:14:33
2025-08-20T06:23:47
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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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7,741
Preserve tree structure when loading HDF5
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2025-08-19T15:42:05
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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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7,740
Document HDF5 support
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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 - [ ] Wait for #7743 to land
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Replacement of "Sequence" feature with "List" breaks backward compatibility
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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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7,738
Allow saving multi-dimensional ndarray with dynamic shapes
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2025-08-18T02:23:51
2025-08-22T03:15:19
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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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2025-08-13T14:20:19
2025-08-25T17:54:00
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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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Fixing __getitem__ of datasets which behaves inconsistent to documentation when setting _format_type to None
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2025-08-17T07:23:00
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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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2025-08-08T19:10:58
2025-08-12T00:54:58
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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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7,732
webdataset: key errors when `field_name` has upper case characters
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2025-08-08T16:56:42
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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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### 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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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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2025-08-07T14:07:23
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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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2025-08-07T07:31:47
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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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3,295,718,578
I_kwDODunzps7EcKyy
7,727
config paths that start with ./ are not valid as hf:// accessed repos, but are valid when accessed locally
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2025-08-06T08:21:37
2025-08-06T08:21:37
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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...
null
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3,293,789,832
PR_kwDODunzps6iO_oF
7,726
fix(webdataset): don't .lower() field_name
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2025-08-05T16:57:09
2025-08-20T16:35:55
2025-08-20T16:35:55
CONTRIBUTOR
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This fixes cases where keys have upper case identifiers
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3,292,315,241
I_kwDODunzps7EPL5p
7,724
Can not stepinto load_dataset.py?
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2025-08-05T09:28:51
2025-08-05T09:28:51
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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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I_kwDODunzps7EGIzd
7,723
Don't remove `trust_remote_code` arg!!!
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2025-08-04T15:42:07
2025-08-04T15:42:07
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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...
null
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3,289,741,064
I_kwDODunzps7EFXcI
7,722
Out of memory even though using load_dataset(..., streaming=True)
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2025-08-04T14:41:55
2025-08-04T14:41:55
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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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I_kwDODunzps7EEKi4
7,721
Bad split error message when using percentages
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2025-08-04T13:20:25
2025-08-14T14:42:24
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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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3,287,150,513
I_kwDODunzps7D7e-x
7,720
Datasets 4.0 map function causing column not found
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2025-08-03T12:52:34
2025-08-07T19:23:34
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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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I_kwDODunzps7D20or
7,719
Specify dataset columns types in typehint
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2025-08-02T13:22:31
2025-08-02T13:22:31
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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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PR_kwDODunzps6hvJ6R
7,718
add support for pyarrow string view in features
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2025-08-01T14:58:39
2025-08-13T13:09:44
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7,748
docs: Streaming best practices
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2025-08-23T00:18:43
2025-08-23T00:18:43
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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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7,747
Add wikipedia-2023-redirects dataset
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2025-08-22T23:49:53
2025-08-22T23:49:53
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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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I_kwDODunzps7HZp5r
7,746
Fix: Canonical 'multi_news' dataset is broken and should be updated to a Parquet version
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2025-08-23T12:34:39
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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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3,345,286,773
I_kwDODunzps7HZQZ1
7,745
Audio mono argument no longer supported, despite class documentation
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2025-08-22T12:15:41
2025-08-24T18:22:41
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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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7,744
dtype: ClassLabel is not parsed correctly in `features.py`
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2025-08-21T23:28:50
2025-08-21T23:28:50
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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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7,743
Refactor HDF5 and preserve tree structure
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2025-08-21T17:28:17
2025-08-25T18:04:33
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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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I_kwDODunzps7G4hOg
7,742
module 'pyarrow' has no attribute 'PyExtensionType'
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2025-08-20T06:14:33
2025-08-20T06:23:47
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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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I_kwDODunzps7GxcCQ
7,741
Preserve tree structure when loading HDF5
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2025-08-19T15:42:05
2025-08-22T00:41:46
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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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7,740
Document HDF5 support
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2025-08-19T14:53:04
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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 - [ ] Wait for #7743 to land
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7,739
Replacement of "Sequence" feature with "List" breaks backward compatibility
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2025-08-18T17:28:38
2025-08-18T17:28:38
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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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