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https://api.github.com/repos/huggingface/datasets/issues/7443
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https://github.com/huggingface/datasets/issues/7443
2,908,585,656
I_kwDODunzps6tXX64
7,443
index error when num_shards > len(dataset)
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[ "Actually, looking at the code a bit more carefully, maybe an even better solution is to explicitly set `num_shards=len(self)` somewhere inside both `push_to_hub()` and `save_to_disk()` when these functions are invoked with `num_shards > len(dataset)`." ]
2025-03-10T22:40:59Z
2025-03-10T23:43:08Z
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In `ds.push_to_hub()` and `ds.save_to_disk()`, `num_shards` must be smaller than or equal to the number of rows in the dataset, but currently this is not checked anywhere inside these functions. Attempting to invoke these functions with `num_shards > len(dataset)` should raise an informative `ValueError`. I frequently...
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https://api.github.com/repos/huggingface/datasets/issues/6800
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2,236,431,288
I_kwDODunzps6FTTu4
6,800
High overhead when loading lots of subsets from the same dataset
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[ "Hi !\r\n\r\nIt's possible to multiple files at once:\r\n\r\n```python\r\ndata_files = \"data/*.jsonl\"\r\n# Or pass a list of files\r\nlangs = ['ka-ml', 'br-sr', 'ka-pt', 'id-ko', ..., 'fi-ze_zh', 'he-kk', 'ka-tr']\r\ndata_files = [f\"data/{lang}.jsonl\" for lang in langs]\r\nds = load_dataset(\"loicmagne/open-sub...
2024-04-10T21:08:57Z
2024-04-24T13:48:05Z
null
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### Describe the bug I have a multilingual dataset that contains a lot of subsets. Each subset corresponds to a pair of languages, you can see here an example with 250 subsets: [https://hf.co/datasets/loicmagne/open-subtitles-250-bitext-mining](). As part of the MTEB benchmark, we may need to load all the subsets of t...
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https://api.github.com/repos/huggingface/datasets/issues/1915
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812,229,654
MDU6SXNzdWU4MTIyMjk2NTQ=
1,915
Unable to download `wiki_dpr`
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[ "Thanks for reporting ! This is a bug. For now feel free to set `ignore_verifications=False` in `load_dataset`.\r\nI'm working on a fix", "I just merged a fix :)\r\n\r\nWe'll do a patch release soon. In the meantime feel free to try it from the master branch\r\nThanks again for reporting !", "Closing since this...
2021-02-19T18:11:32Z
2021-03-03T17:40:48Z
2021-03-03T17:40:48Z
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I am trying to download the `wiki_dpr` dataset. Specifically, I want to download `psgs_w100.multiset.no_index` with no embeddings/no index. In order to do so, I ran: `curr_dataset = load_dataset("wiki_dpr", embeddings_name="multiset", index_name="no_index")` However, I got the following error: `datasets.utils.i...
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1,026,113,484
I_kwDODunzps49KT_M
3,076
Error when loading a metric
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2021-10-14T08:29:27Z
2021-10-14T09:14:55Z
2021-10-14T09:14:55Z
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## Describe the bug As reported by @sgugger, after last release, exception is thrown when loading a metric. ## Steps to reproduce the bug ```python from datasets import load_metric metric = load_metric("squad_v2") ``` ## Actual results ``` FileNotFoundError Traceback (most recent ...
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1,517,879,386
I_kwDODunzps5aeQBa
5,405
size_in_bytes the same for all splits
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[ "Hi @Breakend,\r\n\r\nIndeed, the attribute `size_in_bytes` refers to the size of the entire dataset configuration, for all splits (size of downloaded files + Arrow files), not the specific split.\r\nThis is also the case for `download_size` (downloaded files) and `dataset_size` (Arrow files).\r\n\r\nThe size of th...
2023-01-03T20:25:48Z
2023-01-04T09:22:59Z
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### Describe the bug Hi, it looks like whenever you pull a dataset and get size_in_bytes, it returns the same size for all splits (and that size is the combined size of all splits). It seems like this shouldn't be the intended behavior since it is misleading. Here's an example: ``` >>> from datasets import load_da...
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1,237,147,692
I_kwDODunzps5JvWAs
4,358
Missing dataset tags and sections in some dataset cards
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[ "@lhoestq I can take this issue. Please can you point out to me where I can find the other positional arguments?", "Hi @RohitRathore1 :)\r\n\r\nYou can find all the YAML tags in the tagging app here: https://hf.co/spaces/huggingface/datasets-tagging). They're all passed as arguments to a DatasetMetadata object us...
2022-05-16T13:18:16Z
2022-05-30T15:36:52Z
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CONTRIBUTOR
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Summary of CircleCI errors for different dataset metadata: - **BoolQ**: missing 8 required positional arguments: 'annotations_creators', 'language_creators', 'licenses', 'multilinguality', 'size_categories', 'source_datasets', 'task_categories', and 'task_ids' - **Conllpp**: expected some content in section `Citati...
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3,777,662,799
I_kwDODunzps7hKo9P
7,931
Enable CORS + HTTP Range support for browser partial reads on cas-bridge.xethub.hf.co (Parquet row-group access)
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[ "Cc @assafvayner maybe ? or @cfahlgren1 @severo if you've already encountered this ?", "OK, reproduced with hyparquet on https://huggingface.co/spaces/hyperparam/hyperparam, see https://huggingface.co/spaces/hyperparam/hyperparam?url=https%3A%2F%2Fhuggingface.co%2Fdatasets%2Ffacebook%2Fresearch-plan-gen%2Fblob%2F...
2026-01-03T04:23:54Z
2026-02-24T21:31:37Z
2026-02-24T16:35:44Z
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### Feature request ## Summary Browser-based data tools need Range requests to read Parquet efficiently (footer + selected row groups). Downloads from the Hub redirect to cas-bridge.xethub.hf.co (Xet bridge). The redirected host fails CORS preflight for Range/HEAD workflows, blocking partial reads. ([Hugging Face](htt...
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1,763,926,520
I_kwDODunzps5pI2H4
5,967
Config name / split name lost after map with multiproc
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[ "This must be due to DatasetInfo.from_merge which drops them and is used in `concatenate_datasets`.\r\n\r\nAnd you're experiencing this issue because multiprocessing does concatenate the resulting datasets from each process.\r\n\r\nMaybe they should be kept if all the subdatasets share the same values for config_na...
2023-06-19T17:27:36Z
2023-06-28T08:55:25Z
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CONTRIBUTOR
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### Describe the bug Performing a `.map` method on a dataset loses it's config name / split name only if run with multiproc ### Steps to reproduce the bug ```python from datasets import Audio, load_dataset from transformers import AutoFeatureExtractor import numpy as np # load dummy dataset libri = load_datas...
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812,009,956
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1,911
Saving processed dataset running infinitely
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[ "@thomwolf @lhoestq can you guys please take a look and recommend some solution.", "am suspicious of this thing? what's the purpose of this? pickling and unplickling\r\n`self = pickle.loads(pickle.dumps(self))`\r\n\r\n```\r\n def save_to_disk(self, dataset_path: str, fs=None):\r\n \"\"\"\r\n Save...
2021-02-19T13:09:19Z
2021-02-23T07:34:44Z
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I have a text dataset of size 220M. For pre-processing, I need to tokenize this and filter rows with the large sequence. My tokenization took roughly 3hrs. I used map() with batch size 1024 and multi-process with 96 processes. filter() function was way to slow, so I used a hack to use pyarrow filter table func...
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1,328,571,064
I_kwDODunzps5PMGK4
4,791
Dataset Viewer issue for Team-PIXEL/rendered-wikipedia-english
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[ "Thanks for reporting. It's a known issue that should be fixed soon. Meanwhile, I had to manually trigger the dataset viewer. It's OK now.\r\nNote that the extreme aspect ratio of the images generates another issue, that we're inspecting." ]
2022-08-04T12:49:16Z
2022-08-04T13:43:16Z
2022-08-04T13:43:16Z
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### Link https://huggingface.co/datasets/Team-PIXEL/rendered-wikipedia-english/viewer/rendered-wikipedia-en/train ### Description The dataset can be loaded fine but the viewer shows this error: ``` Server Error Status code: 400 Exception: Status400Error Message: The dataset does not exist. ``` ...
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2025-07-23T01:30:32Z
2025-07-25T15:21:39Z
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6,605
ELI5 no longer available, but referenced in example code
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[ "Addressed in https://github.com/huggingface/transformers/pull/28715." ]
2024-01-19T10:21:52Z
2024-02-01T17:58:23Z
2024-02-01T17:58:22Z
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Here, an example code is given: https://huggingface.co/docs/transformers/tasks/language_modeling This code + article references the ELI5 dataset. ELI5 is no longer available, as the ELI5 dataset page states: https://huggingface.co/datasets/eli5 "Defunct: Dataset "eli5" is defunct and no longer accessible due to u...
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3,444
Align the Dataset and IterableDataset processing API
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[ "Yes I agree, these should be as aligned as possible. Maybe we can also check the feedback in the survey at http://hf.co/oss-survey and see if people mentioned related things on the API (in particular if we go the breaking change way, it would be good to be sure we are taking the right direction for the community)....
2021-12-16T11:26:11Z
2025-01-31T11:07:07Z
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## Intro items marked like <s>this</s> are done already :) Currently the two classes have two distinct API for processing: ### The `.map()` method Both have those parameters in common: function, batched, batch_size - IterableDataset is missing those parameters: <s>with_indices</s>, with_rank, <s>input_columns</s>,...
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3,300,672,954
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7,729
OSError: libcudart.so.11.0: cannot open shared object file: No such file or directory
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[ "Is this related to the \"datasets\" library? @SaleemMalikAI " ]
2025-08-07T14:07:23Z
2025-09-24T02:17:15Z
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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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5,609
`load_from_disk` vs `load_dataset` performance.
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[ "Hi! We've recently made some improvements to `save_to_disk`/`list_to_disk` (100x faster in some scenarios), so it would help if you could install `datasets` directly from `main` (`pip install git+https://github.com/huggingface/datasets.git`) and re-run the \"benchmark\".", "Great to hear! I'll give it a try when...
2023-03-05T05:27:15Z
2023-07-13T18:48:05Z
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### Describe the bug I have downloaded `openwebtext` (~12GB) and filtered out a small amount of junk (it's still huge). Now, I would like to use this filtered version for future work. It seems I have two choices: 1. Use `load_dataset` each time, relying on the cache mechanism, and re-run my filtering. 2. `save_to_di...
null
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1,936,129,871
I_kwDODunzps5zZv9P
6,291
Casting type from Array2D int to Array2D float crashes
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[ "Thanks for reporting! I've opened a PR with a fix" ]
2023-10-10T20:10:10Z
2023-10-13T13:45:31Z
2023-10-13T13:45:31Z
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### Describe the bug I am on a school project and the initial type for feature annotations are `Array2D(shape=(None, 4))`. I am trying to cast this type to a `float64` and pyarrow gives me this error : ``` Traceback (most recent call last): File "/home/alan/dev/ClassezDesImagesAvecDesAlgorithmesDeDeeplearnin...
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2,962
Enable splits during streaming the dataset
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[ "For the range splits by percentage over streaming datasets, I used a simple approach [here](https://github.com/huggingface/transformers/pull/39286/files#diff-fb91934a0658db99f30d8c52d92f41d6ab83210134e7f21af8baac6ee65f548fR228) which can be reused to provide things like `[:25%]`, built-in and internally within `da...
2021-09-24T15:01:29Z
2025-07-17T04:53:20Z
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## Describe the Problem I'd like to stream only a specific percentage or part of the dataset. I want to do splitting when I'm streaming dataset as well. ## Solution Enabling splits when `streaming = True` as well. `e.g. dataset = load_dataset('dataset', split='train[:100]', streaming = True)` ## Alternativ...
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1,052,346,381
I_kwDODunzps4-uYgN
3,261
Scifi_TV_Shows: Having trouble getting viewer to find appropriate files
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[ "Hi ! I think this is because `iter_archive` doesn't support ZIP files yet. See https://github.com/huggingface/datasets/issues/3272\r\n\r\nYou can navigate into the archive this way instead:\r\n```python\r\n# in split_generators\r\ndata_dir = dl_manager.download_and_extract(url)\r\ntrain_filepath = os.path.join(dat...
2021-11-12T19:25:19Z
2021-12-21T10:24:10Z
2021-12-21T10:24:10Z
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## Dataset viewer issue for '*Science Fiction TV Show Plots Corpus (Scifi_TV_Shows)*' **Link:** [link](https://huggingface.co/datasets/lara-martin/Scifi_TV_Shows) I tried adding both a script (https://huggingface.co/datasets/lara-martin/Scifi_TV_Shows/blob/main/Scifi_TV_Shows.py) and some dummy examples (https:/...
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load_from_disk suggests incorrect fix when used to load DatasetDict
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2022-06-29T01:40:01Z
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Edit: Please feel free to remove this issue. The problem was not the error message but the fact that the DatasetDict.load_from_disk does not support loading nested splits, i.e. if one of the splits is itself a DatasetDict. If nesting splits is an antipattern, perhaps the load_from_disk function can throw a warning indi...
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534
`list_datasets()` is broken.
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[ "Thanks for reporting !\r\nThis has been fixed in #475 and the fix will be available in the next release", "What you can do instead to get the list of the datasets is call\r\n\r\n```python\r\nprint([dataset.id for dataset in nlp.list_datasets()])\r\n```", "Thanks @lhoestq . " ]
2020-08-26T08:19:01Z
2020-08-27T06:31:11Z
2020-08-27T06:31:11Z
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version = '0.4.0' `list_datasets()` is broken. It results in the following error : ``` In [3]: nlp.list_datasets() Out[3]: --------------------------------------------------------------------------- AttributeError Traceback (most recent call last) ~/.virtualenvs/san-lgUCsFg_/lib/py...
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2,262,249,919
I_kwDODunzps6G1zG_
6,836
ExpectedMoreSplits error on load_dataset when upgrading to 2.19.0
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[ "Get same error on same datasets too.", "+1", "same error" ]
2024-04-24T21:52:35Z
2024-05-14T04:08:19Z
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### Describe the bug Hi there, thanks for the great library! We have been using it a lot in torchtune and it's been a huge help for us. Regarding the bug: the same call to `load_dataset` errors with `ExpectedMoreSplits` in 2.19.0 after working fine in 2.18.0. Full details given in the repro below. ### Steps to re...
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1,179,286,877
I_kwDODunzps5GSn1d
4,003
ASSIN2 dataset checksum bug
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[ "Using latest code, I am still facing the issue.\r\n\r\n```python\r\n(base) vimos@vimosmu ➜ ~ ipython\r\nPython 3.6.7 | packaged by conda-forge | (default, Nov 6 2019, 16:19:42) \r\nType 'copyright', 'credits' or 'license' for more information\r\nIPython 7.11.1 -- An enhanced Interactive Python. Type '?' for help...
2022-03-24T10:08:50Z
2022-04-27T14:14:45Z
2022-03-28T13:56:39Z
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## Describe the bug Checksum error after trying to load the [ASSIN 2 dataset](https://huggingface.co/datasets/assin2). `NonMatchingChecksumError` triggered by calling `load_dataset("assin2")`. Similar to #3952 , #3942 , #3941 , etc. ``` ----------------------------------------------------------------------...
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511
dataset.shuffle() and select() resets format. Intended?
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[ "Hi @vegarab yes feel free to open a discussion here.\r\n\r\nThis design choice was not very much thought about.\r\n\r\nSince `dataset.select()` (like all the method without a trailing underscore) is non-destructive and returns a new dataset it has most of its properties initialized from scratch (except the table a...
2020-08-18T13:46:01Z
2020-09-14T08:45:38Z
2020-09-14T08:45:38Z
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Calling `dataset.shuffle()` or `dataset.select()` on a dataset resets its format set by `dataset.set_format()`. Is this intended or an oversight? When working on quite large datasets that require a lot of preprocessing I find it convenient to save the processed dataset to file using `torch.save("dataset.pt")`. Later...
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1,615
Bug: Can't download TriviaQA with `load_dataset` - custom `cache_dir`
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[ "Hi @SapirWeissbuch,\r\nWhen you are saying it freezes, at that time it is unzipping the file from the zip file it downloaded. Since it's a very heavy file it'll take some time. It was taking ~11GB after unzipping when it started reading examples for me. Hope that helps!\r\n![Screenshot 2020-12-21 at 23 40 52](http...
2020-12-20T17:27:38Z
2021-06-25T13:11:33Z
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Hello, I'm having issue downloading TriviaQA dataset with `load_dataset`. ## Environment info - `datasets` version: 1.1.3 - Platform: Linux-4.19.129-aufs-1-x86_64-with-debian-10.1 - Python version: 3.7.3 ## The code I'm running: ```python import datasets dataset = datasets.load_dataset("trivia_qa", "rc", c...
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1,014,918,470
I_kwDODunzps48fm1G
3,010
Chain filtering is leaking
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[ "### Update:\r\nI wrote a bit cleaner code snippet (without transforming to json) that can expose leaking.\r\n```python\r\nimport datasets\r\nimport json\r\n\r\nitems = ['ab', 'c', 'df']\r\n\r\nds = datasets.Dataset.from_dict({'col': items})\r\nprint(list(ds))\r\n# > Prints: [{'col': 'ab'}, {'col': 'c'}, {'col': 'd...
2021-10-04T09:04:55Z
2022-06-01T17:36:44Z
2022-06-01T17:36:44Z
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## Describe the bug As there's no support for lists within dataset fields, I convert my lists to json-string format. However, the bug described is occurring even when the data format is 'string'. These samples show that filtering behavior diverges from what's expected when chaining filterings. On sample 2 the second...
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Cannot load dataset, fails with nested data conversions not implemented for chunked array outputs
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[ "Hey @neevparikh,\nThanks for reporting this! I can reproduce the issue and have identified the root cause.\nProblem: The metr-evals/malt-public dataset contains deeply nested conversation data that exceeds PyArrow's 16MB chunk limit. When PyArrow tries to read it in chunks, it hits a fundamental limitation: \"Nest...
2025-09-27T01:03:12Z
2025-09-27T21:35:31Z
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### Describe the bug Hi! When I load this dataset, it fails with a pyarrow error. I'm using datasets 4.1.1, though I also see this with datasets 4.1.2 To reproduce: ``` import datasets ds = datasets.load_dataset(path="metr-evals/malt-public", name="irrelevant_detail") ``` Error: ``` Traceback (most recent call las...
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1,065,275,896
I_kwDODunzps4_ftH4
3,331
AttributeError: 'CommunityDatasetModuleFactoryWithoutScript' object has no attribute 'path'
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[ "Hi,\r\n\r\nthe fix was merged and will be available in the next release of `datasets`.\r\nIn the meantime, you can use it by installing `datasets` directly from master as follows:\r\n```\r\npip install git+https://github.com/huggingface/datasets.git\r\n```" ]
2021-11-28T08:54:05Z
2021-11-29T13:49:44Z
2021-11-29T13:34:14Z
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## Describe the bug I add a new question answering dataset to huggingface datasets manually. Here is the link: [luozhouyang/question-answering-datasets](https://huggingface.co/datasets/luozhouyang/question-answering-datasets) But when I load the dataset, an error raised: ```bash AttributeError: 'CommunityDatas...
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1,110,399,096
I_kwDODunzps5CL1h4
3,611
Indexing bug after dataset.select()
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[ "Hi! Thanks for reporting! I've opened a PR with the fix." ]
2022-01-21T12:09:30Z
2022-01-27T18:16:22Z
2022-01-27T18:16:22Z
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## Describe the bug A clear and concise description of what the bug is. Dataset indexing is not working as expected after `dataset.select(range(100))` ## Steps to reproduce the bug ```python # Sample code to reproduce the bug import datasets task_to_keys = { "cola": ("sentence", None), "mnli":...
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I_kwDODunzps5HR8tG
4,120
Representing dictionaries (json) objects as features
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[ "This is indeed a problem for VLMs in 2025 too! Where we expect the inputs to be of the format:\n```\ncontent = [{\n\"type\": \"text\",\n\"text\": <text>\n}, {\n\"type\": \"image\",\n\"image\": <image>\n}]\n```\nCC: @lhoestq ", "The community has also been using this format instead, with the images on the side: h...
2022-04-07T11:07:41Z
2026-03-09T15:57:59Z
2026-03-09T15:57:59Z
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In the process of adding a new dataset to the hub, I stumbled upon the inability to represent dictionaries that contain different key names, unknown in advance (and may differ between samples), original asked in the [forum](https://discuss.huggingface.co/t/representing-nested-dictionary-with-different-keys/16442). F...
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5,200
Some links to canonical datasets in the docs are outdated
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[ "Thanks for catching this, I can go through the docs and replace the links to their corresponding datasets on the Hub!" ]
2022-11-04T10:06:21Z
2022-11-07T18:40:20Z
2022-11-07T18:40:20Z
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As we don't have canonical datasets in the github repo anymore, some old links to them doesn't work. I don't know how many of them are there, I found link to SuperGlue here: https://huggingface.co/docs/datasets/dataset_script#multiple-configurations, probably there are more of them. These links should be replaced by li...
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HTTP error 504 Server Error: Gateway Time-out
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[ "is pushing directly with git (and git-lfs) an option for you?", "I have installed git-lfs and doing this push with that\r\n", "yes but is there any way you could try pushing with `git` command line directly instead of `push_to_hub`?", "Okay. I didnt saved the dataset to my local machine. So, I processed the ...
2022-03-09T12:03:37Z
2022-03-15T16:19:50Z
2022-03-15T16:19:50Z
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I am trying to push a large dataset(450000+) records with the help of `push_to_hub()` While pushing, it gives some error like this. ``` Traceback (most recent call last): File "data_split_speech.py", line 159, in <module> data_new_2.push_to_hub("user-name/dataset-name",private=True) File "/opt/conda/lib...
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Bug in Dataset.class_encode_column
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[ "This has been fixed in this commit: https://github.com/huggingface/datasets/pull/2254/commits/88676c930216cd4cc31741b99827b477d2b46cb6\r\n\r\nIt was introduced in #2246 : using map with `input_columns` doesn't return the other columns anymore" ]
2021-04-27T16:13:18Z
2021-04-30T12:54:27Z
2021-04-30T12:54:27Z
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## Describe the bug All the rest of the columns except the one passed to `Dataset.class_encode_column` are discarded. ## Expected results All the original columns should be kept. This needs regression tests.
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i cant confirm email
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[ "Will you please clarify the issue by some screenshots or more in-depth explanation?", "![Image](https://github.com/user-attachments/assets/ebe58239-72ef-43f6-a849-35736878fbf3)\nThis is clarify answer. I have not received a letter.\n\n**The graphic at the top shows how I don't get any letter. Can you show in a c...
2025-06-12T18:58:49Z
2025-06-27T14:36:47Z
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### Describe the bug This is dificult, I cant confirm email because I'm not get any email! I cant post forum because I cant confirm email! I can send help desk because... no exist on web page. paragraph 44 ### Steps to reproduce the bug rthjrtrt ### Expected behavior ewtgfwetgf ### Environment info sdgfswdegfwe
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Add GSM8K dataset
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[ "Closed via https://github.com/huggingface/datasets/pull/4103" ]
2021-11-03T08:36:44Z
2022-04-13T11:56:12Z
2022-04-13T11:56:11Z
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## Adding a Dataset - **Name:** GSM8K (short for Grade School Math 8k) - **Description:** GSM8K is a dataset of 8.5K high quality linguistically diverse grade school math word problems created by human problem writers. - **Paper:** https://openai.com/blog/grade-school-math/ - **Data:** https://github.com/openai/gra...
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Getting statistics about filtered examples
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[ "You can actually track a running sum in map() or filter() :)\n\n```python\nnum_filtered = 0\n\ndef f(x):\n global num_filtered\n condition = len(x[\"text\"]) < 1000\n if not condition:\n num_filtered += 1\n return condition\n\nds = ds.filter(f)\nprint(num_filtered)\n```\n\nand if you want to use...
2025-02-10T20:48:29Z
2025-02-11T20:44:15Z
2025-02-11T20:44:13Z
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@lhoestq wondering if the team has thought about this and if there are any recommendations? Currently when processing datasets some examples are bound to get filtered out, whether it's due to bad format, or length is too long, or any other custom filters that might be getting applied. Let's just focus on the filter by...
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Index outside of table length
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[ "Sounds like something related to the nlp viewer @srush ", "Fixed. " ]
2020-05-26T21:09:40Z
2020-05-26T22:43:49Z
2020-05-26T22:43:49Z
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The offset input box warns of numbers larger than a limit (like 2000) but then the errors start at a smaller value than that limit (like 1955). > ValueError: Index (2000) outside of table length (2000). > Traceback: > File "/home/sasha/.local/lib/python3.7/site-packages/streamlit/ScriptRunner.py", line 322, in _ru...
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My Private Dataset doesn't exist on the Hub or cannot be accessed
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[ "I can load public dataset, but for my private dataset it fails", "https://huggingface.co/docs/datasets/upload_dataset", "I have checked the API HTTP link. Repository Not Found for url: https://huggingface.co/api/datasets/xxx/xxx.\r\n\r\n![image](https://github.com/huggingface/datasets/assets/39621324/4aceef59-...
2024-06-06T06:52:19Z
2024-07-01T11:27:46Z
2024-07-01T11:27:46Z
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### Describe the bug ``` File "/root/miniconda3/envs/gino_conda/lib/python3.9/site-packages/datasets/load.py", line 1852, in dataset_module_factory raise DatasetNotFoundError(msg + f" at revision '{revision}'" if revision else msg) datasets.exceptions.DatasetNotFoundError: Dataset 'xxx' doesn't exist on t...
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I_kwDODunzps5wFJ6c
6,212
Tilde (~) is not supported for data_files
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[ "Hi @exs-avianello, is it really needed? Note you can alternatively use `pathlib.Path` among others as it follows:\r\n\r\n```python\r\nimport datasets\r\nfrom pathlib import Path\r\n\r\n# save a parquet file at ~/path/to/data.parquet\r\n\r\ndata_files = Path.home() / \"path/to/data.parquet\"\r\ndataset = datasets.l...
2023-09-04T14:23:49Z
2023-09-05T08:28:39Z
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### Describe the bug Attempting to `load_dataset` from a path starting with `~` (as a shorthand for the user's home directory) seems not to be fully working - at least as far as the `parquet` dataset builder is concerned. (the same file can be loaded correctly if providing its absolute path instead) I think that...
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1,082,539,790
I_kwDODunzps5Ahj8O
3,447
HF_DATASETS_OFFLINE=1 didn't stop datasets.builder from downloading
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[ "Hi ! Indeed it says \"downloading and preparing\" but in your case it didn't need to download anything since you used local files (it would have thrown an error otherwise). I think we can improve the logging to make it clearer in this case", "@lhoestq Thank you for explaining. I am sorry but I was not clear abou...
2021-12-16T18:51:13Z
2022-02-17T14:16:27Z
2022-02-17T14:16:27Z
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## Describe the bug According to https://huggingface.co/docs/datasets/loading_datasets.html#loading-a-dataset-builder, setting HF_DATASETS_OFFLINE to 1 should make datasets to "run in full offline mode". It didn't work for me. At the very beginning, datasets still tried to download "custom data configuration" for JSON...
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2,562,392,887
I_kwDODunzps6YuwM3
7,193
Support of num_workers (multiprocessing) in map for IterableDataset
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[ "I was curious about the same - since map is applied on the fly I was assuming that setting num_workers>1 in DataLoader would effectively do the map in parallel, have you tried that?" ]
2024-10-02T18:34:04Z
2024-10-03T09:54:15Z
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### Feature request Currently, IterableDataset doesn't support setting num_worker in .map(), which results in slow processing here. Could we add support for it? As .map() can be run in the batch fashion (e.g., batch_size is default to 1000 in datasets), it seems to be doable for IterableDataset as the regular Dataset....
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833,559,940
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2,067
Multiprocessing windows error
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[ "Hi ! Thanks for reporting.\r\nThis looks like a bug, could you try to provide a minimal code example that reproduces the issue ? This would be very helpful !\r\n\r\nOtherwise I can try to run the wav2vec2 code above on my side but probably not this week..", "```\r\nfrom datasets import load_dataset\r\n\r\ndatase...
2021-03-17T09:12:28Z
2021-08-04T17:59:08Z
2021-08-04T17:59:08Z
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As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2 When using the num_proc argument on windows the whole Python environment crashes and hanging in loop. For example at the map_to_array part. An error occures because the cache file already exists and windows throws and error. After this the log c...
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1,084,599,650
I_kwDODunzps5Apa1i
3,455
Easier information editing
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[ "Hi ! I guess you are talking about the dataset cards that are in this repository on github ?\r\n\r\nI think github allows to submit a PR even for 1 line though the `Edit file` button on the page of the dataset card.\r\n\r\nMaybe let's mention this in `CONTRIBUTING.md` ?", "We now host all the datasets on the HF ...
2021-12-20T10:10:43Z
2023-07-25T15:36:14Z
2023-07-25T15:36:14Z
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**Is your feature request related to a problem? Please describe.** It requires a lot of effort to improve a datasheet. **Describe the solution you'd like** UI or at least a link to the place where the code that needs to be edited is (and an easy way to edit this code directly from the site, without cloning, branc...
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1,009,634,147
I_kwDODunzps48Lctj
2,979
ValueError when computing f1 metric with average None
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[ "Hi @asofiaoliveira, thanks for reporting.\r\n\r\nI'm fixing it." ]
2021-09-28T11:34:53Z
2021-10-01T14:17:38Z
2021-10-01T14:17:38Z
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## Describe the bug When I try to compute the f1 score for each class in a multiclass classification problem, I get a ValueError. The same happens with recall and precision. I traced the error to the `.item()` in these scripts, which is probably there for the other averages. E.g. from f1.py: ```python return { ...
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How to convert datasets.arrow_dataset.Dataset to torch.utils.data.Dataset
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[ "Hi,\r\n\r\na HF dataset can be converted to a Torch Dataset with a simple wrapper as follows:\r\n```python\r\nfrom torch.utils.data import Dataset\r\n \r\nclass HFDataset(Dataset):\r\n def __init__(self, dset):\r\n self.dset = dset\r\n\r\n def __getitem__(self, idx):\r\n return self.dset[idx]\r...
2021-04-04T01:01:48Z
2021-08-24T15:55:35Z
2021-04-07T15:06:04Z
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Hi, I'm trying to pretraine deep-speed model using HF arxiv dataset like: ``` train_ds = nlp.load_dataset('scientific_papers', 'arxiv') train_ds.set_format( type="torch", columns=["input_ids", "attention_mask", "global_attention_mask", "labels"], ) engine, _, _, _ = deepspeed.initialize( ...
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Dataset Viewer issue for fgrezes/WIESP2022-NER
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[ "https://huggingface.co/datasets/fgrezes/WIESP2022-NER\r\n\r\nThe error:\r\n\r\n```\r\nMessage: Couldn't find a dataset script at /src/services/worker/fgrezes/WIESP2022-NER/WIESP2022-NER.py or any data file in the same directory. Couldn't find 'fgrezes/WIESP2022-NER' on the Hugging Face Hub either: FileNotFou...
2022-06-11T15:49:17Z
2022-07-18T13:07:33Z
2022-07-18T13:07:33Z
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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Faster Shuffling?
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[ "I think the slowness here probably come from the fact that we are copying from and to python.\r\n\r\n@lhoestq for all the `select`-based methods I think we should stay in Arrow format and update the writer so that it can accept Arrow tables or batches as well. What do you think?", "> @lhoestq for all the `select...
2020-07-16T21:21:53Z
2023-08-16T09:52:39Z
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Consider shuffling bookcorpus: ``` dataset = nlp.load_dataset('bookcorpus', split='train') dataset.shuffle() ``` According to tqdm, this will take around 2.5 hours on my machine to complete (even with the faster version of select from #405). I've also tried with `keep_in_memory=True` and `writer_batch_size=1000`...
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How to set_epoch with interleave_datasets?
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[ "This is not possible right now afaik :/\r\n\r\nMaybe we could have something like this ? wdyt ?\r\n\r\n```python\r\nds = interleave_datasets(\r\n [shuffled_dataset_a, dataset_b],\r\n probabilities=probabilities,\r\n stopping_strategy='all_exhausted',\r\n reshuffle_each_iteration=True,\r\n)", "That wo...
2024-07-15T18:24:52Z
2024-08-05T20:58:04Z
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Let's say I have dataset A which has 100k examples, and dataset B which has 100m examples. I want to train on an interleaved dataset of A+B, with stopping_strategy='all_exhausted' so dataset B doesn't repeat any examples. But every time A is exhausted I want it to be reshuffled (eg. calling set_epoch) Of course I...
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4,569
Dataset Viewer issue for sst2
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[ "Hi @lewtun, thanks for reporting.\r\n\r\nI have checked locally and refreshed the preview and it seems working smooth now:\r\n```python\r\nIn [8]: ds\r\nOut[8]: \r\nDatasetDict({\r\n train: Dataset({\r\n features: ['idx', 'sentence', 'label'],\r\n num_rows: 67349\r\n })\r\n validation: Datas...
2022-06-26T07:32:54Z
2022-06-27T06:37:48Z
2022-06-27T06:37:48Z
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### Link https://huggingface.co/datasets/sst2 ### Description Not sure what is causing this, however it seems that `load_dataset("sst2")` also hangs (even though it downloads the files without problem): ``` Status code: 400 Exception: Exception Message: Give up after 5 attempts with Connectio...
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6,194
Support custom fingerprinting with `Dataset.from_generator`
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[ "The `fingerprint` parameter serves a slightly different purpose - we use it to inject a new fingerprint after transforming a `Dataset` (computed from the previous fingerprint + transform + transform args), e.g., to be able to compute the cache file for a transform. There is no concept of `fingerprint` before a `Da...
2023-08-29T22:43:13Z
2024-12-22T01:14:39Z
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### Feature request When using `Dataset.from_generator`, the generator is hashed when building the fingerprint. Similar to `.map`, it would be interesting to let the user bypass this hashing by accepting a `fingerprint` argument to `.from_generator`. ### Motivation Using the `.from_generator` constructor with ...
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Distributed data parallel training for streaming datasets
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[ "Hi ! According to https://huggingface.co/docs/datasets/use_with_pytorch#stream-data you can use the pytorch DataLoader with `num_workers>0` to distribute the shards across your workers (it uses `torch.utils.data.get_worker_info()` to get the worker ID and select the right subsets of shards to use)\r\n\r\n<s> EDIT:...
2022-07-17T01:29:43Z
2023-04-26T18:21:09Z
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### Feature request Any documentations for the the `load_dataset(streaming=True)` for (multi-node multi-GPU) DDP training? ### Motivation Given a bunch of data files, it is expected to split them onto different GPUs. Is there a guide or documentation? ### Your contribution Does it requires manually spli...
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map() breaks at certain dataset size when using Array3D
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[ "Hi! This code works for me locally or in Colab. What's the output of `python -c \"import pyarrow as pa; print(pa.__version__)\"` when you run it inside your environment?", "Thanks for looking into this!\r\nThe output of `python -c \"import pyarrow as pa; print(pa.__version__)\"` is:\r\n```\r\n11.0.0\r\n```\r\n\...
2023-02-15T16:34:25Z
2023-03-03T16:31:33Z
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### Describe the bug `map()` magically breaks when using a `Array3D` feature and mapping it. I created a very simple dummy dataset (see below). When filtering it down to 95 elements I can apply map, but it breaks when filtering it down to just 96 entries with the following exception: ``` Traceback (most recent cal...
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More fine-grained taxonomy of error types
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[ "related: #4995\r\n" ]
2021-10-22T09:35:29Z
2022-09-20T13:04:42Z
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**Is your feature request related to a problem? Please describe.** Exceptions like `FileNotFoundError` can be raised by different parts of the code, and it's hard to detect which one did **Describe the solution you'd like** Give a specific exception type for every group of similar errors **Describe alternat...
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3,582
conll 2003 dataset source url is no longer valid
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[ "I came to open the same issue.", "Thanks for reporting !\r\n\r\nI pushed a temporary fix on `master` that uses an URL from a previous commit to access the dataset for now, until we have a better solution", "I changed the URL again to use another host, the fix is available on `master` and we'll probably do a ne...
2022-01-15T23:04:17Z
2022-07-20T13:06:40Z
2022-01-21T16:57:32Z
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## Describe the bug Loading `conll2003` dataset fails because it was removed (just yesterday 1/14/2022) from the location it is looking for. ## Steps to reproduce the bug ```python from datasets import load_dataset load_dataset("conll2003") ``` ## Expected results The dataset should load. ## Actual r...
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cache in nfs error
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[ "Hey @simplew2011 I am curious if you know of a workaround, or possible implications of letting the code run?" ]
2024-06-21T02:09:22Z
2025-01-29T11:44:04Z
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### Describe the bug - When reading dataset, a cache will be generated to the ~/. cache/huggingface/datasets directory - When using .map and .filter operations, runtime cache will be generated to the /tmp/hf_datasets-* directory - The default is to use the path of tempfile.tempdir - If I modify this path to the N...
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129
[Feature request] Add Google Natural Question dataset
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[ "Indeed, I think this one is almost ready cc @lhoestq ", "I'm doing the latest adjustments to make the processing of the dataset run on Dataflow", "Is there an update to this? It will be very beneficial for the QA community!", "Still work in progress :)\r\nThe idea is to have the dataset already processed som...
2020-05-15T14:14:20Z
2020-07-23T13:21:29Z
2020-07-23T13:21:29Z
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Would be great to have https://github.com/google-research-datasets/natural-questions as an alternative to SQuAD.
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Add `batch` method to `Dataset`
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2024-07-23T07:36:59Z
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### Feature request Add a `batch` method to the Dataset class, similar to the one recently implemented for `IterableDataset` in PR #7054. ### Motivation A batched iteration speeds up data loading significantly (see e.g. #6279) ### Your contribution I plan to open a PR to implement this.
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Give clearer instructions to add the YAML tags
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2022-01-05T06:44:20Z
2022-01-17T15:54:36Z
2022-01-17T15:54:36Z
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## Describe the bug As reported by @julien-c, many community datasets contain the line `YAML tags:` at the top of the YAML section in the header of the README file. See e.g.: https://huggingface.co/datasets/bigscience/P3/commit/a03bea08cf4d58f268b469593069af6aeb15de32 Maybe we should give clearer instruction/hints...
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3,123
Segmentation fault when loading datasets from file
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[ "Hi ! I created an issue on Arrow's JIRA after making a minimum reproducible example\r\n\r\nhttps://issues.apache.org/jira/browse/ARROW-14439\r\n\r\n```python\r\nimport io\r\n\r\nimport pyarrow.json as paj\r\n\r\nbatch = b'{\"a\": [], \"b\": 1}\\n{\"b\": 1}'\r\nblock_size = 12\r\n\r\npaj.read_json(\r\n io.BytesI...
2021-10-20T20:16:11Z
2021-11-02T14:57:07Z
2021-11-02T14:57:07Z
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## Describe the bug Custom dataset loading sometimes segfaults and kills the process if chunks contain a variety of features/ ## Steps to reproduce the bug Download an example file: ``` wget https://gist.githubusercontent.com/TevenLeScao/11e2184394b3fa47d693de2550942c6b/raw/4232704d08fbfcaf93e5b51def9e50515076...
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I_kwDODunzps5r3MCi
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when i use datasets.load_dataset, i encounter the http connect error!
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[ "The `audiofolder` loader is not available in version `2.3.2`, hence the error. Please run the `pip install -U datasets` command to update the `datasets` installation to make `load_dataset(\"audiofolder\", ...)` work." ]
2023-07-18T10:16:34Z
2023-07-18T16:18:39Z
2023-07-18T16:18:39Z
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### Describe the bug `common_voice_test = load_dataset("audiofolder", data_dir="./dataset/",cache_dir="./cache",split=datasets.Split.TEST)` when i run the code above, i got the error as below: -------------------------------------------- ConnectionError: Couldn't reach https://raw.githubusercontent.com/huggingface/...
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Anonymous Dataset Addition (i.e Anonymous PR?)
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[ "Hi !\r\nI guess you can add a dataset without the fields that must be kept anonymous, and then update those when the anonymity period is over.\r\nYou can also make the PR from an anonymous org.\r\nPinging @yjernite just to make sure it's ok", "Hello,\r\nI would prefer to do the reverse: adding a link to an anony...
2021-02-22T15:22:30Z
2022-10-05T13:07:11Z
2022-10-05T13:07:11Z
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Hello, Thanks a lot for your librairy. We plan to submit a paper on OpenReview using the Anonymous setting. Is it possible to add a new dataset without breaking the anonimity, with a link to the paper ? Cheers @eusip
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4,815
Outdated loading script for OPUS ParaCrawl dataset
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2022-08-10T05:12:34Z
2022-08-12T14:17:57Z
2022-08-12T14:17:57Z
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## Describe the bug Our loading script for OPUS ParaCrawl loads its 7.1 version. Current existing version is 9.
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7,594
Add option to ignore keys/columns when loading a dataset from jsonl(or any other data format)
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[ "Good point, I'd be in favor of having the `columns` argument in `JsonConfig` (and the others) to align with `ParquetConfig` to let users choose which columns to load and ignore the rest", "Is it possible to ignore columns when using parquet? ", "Yes, you can pass `columns=...` to load_dataset to select which c...
2025-06-05T11:12:45Z
2025-10-23T14:54:47Z
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### Feature request Hi, I would like the option to ignore keys/columns when loading a dataset from files (e.g. jsonl). ### Motivation I am working on a dataset which is built on jsonl. It seems the dataset is unclean and a column has different types in each row. I can't clean this or remove the column (It is not my ...
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5,325
map(...batch_size=None) for IterableDataset
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[ "Hi! I agree it makes sense for `IterableDataset.map` to support the `batch_size=None` case. This should be super easy to fix.", "@mariosasko as this is something simple maybe I can include it as part of https://github.com/huggingface/datasets/pull/5311? Let me know :+1:", "#self-assign", "Feel free to close ...
2022-12-01T15:43:42Z
2022-12-07T15:54:43Z
2022-12-07T15:54:42Z
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### Feature request Dataset.map(...) allows batch_size to be None. It would be nice if IterableDataset did too. ### Motivation Although it may seem a bit of a spurious request given that `IterableDataset` is meant for larger than memory datasets, but there are a couple of reasons why this might be nice. One is th...
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Dataset Viewer issue for strombergnlp/ipm_nel : preview is empty, no error message
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[ "Hi @leondz, thanks for reporting.\r\n\r\nIndeed, the dataset viewer relies on the dataset being streamable (passing `streaming=True` to `load_dataset`). Whereas most of the datastes are streamable out of the box (thanks to our implementation of streaming), there are still some exceptions.\r\n\r\nIn particular, in ...
2022-05-06T12:03:27Z
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### Link https://huggingface.co/datasets/strombergnlp/ipm_nel/viewer/ipm_nel/train ### Description The viewer is blank. I tried my best to emulate a dataset with a working viewer, but this one just doesn't seem to want to come up. What did I miss? ### Owner Yes
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can't load "german_legal_entity_recognition" dataset
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[ "Please if you could tell me more about the error? \r\n\r\n1. Please check the directory you've been working on\r\n2. Check for any typos", "> Please if you could tell me more about the error?\r\n> \r\n> 1. Please check the directory you've been working on\r\n> 2. Check for any typos\r\n\r\nError happens during t...
2020-12-08T12:42:01Z
2020-12-16T16:03:13Z
2020-12-16T16:03:13Z
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FileNotFoundError: Couldn't find file locally at german_legal_entity_recognition/german_legal_entity_recognition.py, or remotely at https://raw.githubusercontent.com/huggingface/datasets/1.1.3/datasets/german_legal_entity_recognition/german_legal_entity_recognition.py or https://s3.amazonaws.com/datasets.huggingface.co...
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NonMatchingSplitsSizesError when loading blog_authorship_corpus
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[ "I just ran it on colab and got this\r\n```\r\n[{'expected': SplitInfo(name='train', num_bytes=610252351, num_examples=532812,\r\ndataset_name='blog_authorship_corpus'), 'recorded': SplitInfo(name='train',\r\nnum_bytes=611607465, num_examples=533285, dataset_name='blog_authorship_corpus')},\r\n{'expected': SplitInf...
2020-05-28T22:55:19Z
2025-01-04T00:03:12Z
2022-02-10T13:05:45Z
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Getting this error when i run `nlp.load_dataset('blog_authorship_corpus')`. ``` raise NonMatchingSplitsSizesError(str(bad_splits)) nlp.utils.info_utils.NonMatchingSplitsSizesError: [{'expected': SplitInfo(name='train', num_bytes=610252351, num_examples=532812, dataset_name='blog_authorship_corpus'), 'recorded...
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[ "Hi! Indeed it would be useful to support this. PyArrow natively supports schema-level and column-level metadata, so implementing this should be straightforward. The API I have in mind would work as follows:\r\n```python\r\ncol_feature = Value(\"string\", metadata=\"Some column-level metadata\")\r\n\r\nfeatures = F...
2023-02-24T10:53:44Z
2024-01-05T21:48:35Z
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### Feature request Being able to put some metadata for each column as a string or any other type. ### Motivation I will bring the motivation by an example, lets say we are experimenting with embedding produced by some image encoder network, and we want to iterate through a couple of preprocessing and see which on...
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Calling datasets.load_dataset("text" ...) results in a wrong split.
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2023-04-08T23:55:12Z
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### Describe the bug When creating a text dataset, the training split should have the bulk of the examples by default. Currently, testing does. ### Steps to reproduce the bug I have a folder with 18K text files in it. Each text file essentially consists in a document or article scraped from online. Calling the follo...
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`sort` after `filter` unreasonably slow
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[ "`filter` add an indices mapping on top of the dataset, so `sort` has to gather all the rows that are kept to form a new Arrow table and sort the table. Gathering all the rows can take some time, but is a necessary step. You can try calling `ds = ds.flatten_indices()` before sorting to remove the indices mapping.",...
2024-07-12T03:29:27Z
2025-04-29T09:49:25Z
2025-04-29T09:49:25Z
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### Describe the bug as the tittle says ... ### Steps to reproduce the bug `sort` seems to be normal. ```python from datasets import Dataset import random nums = [{"k":random.choice(range(0,1000))} for _ in range(100000)] ds = Dataset.from_list(nums) print("start sort") ds = ds.sort("k") print("f...
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JSON lines with missing struct fields raise TypeError: Couldn't cast array
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[ "Hello,\r\n\r\nI have still the same issue when loading the dataset with the new version:\r\n[https://huggingface.co/datasets/wikimedia/structured-wikipedia/discussions/5](https://huggingface.co/datasets/wikimedia/structured-wikipedia/discussions/5)\r\n\r\nI have downloaded and unzipped the wikimedia/structured-wik...
2024-09-23T07:57:58Z
2024-10-21T08:07:07Z
2024-09-23T11:09:18Z
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JSON lines with missing struct fields raise TypeError: Couldn't cast array of type. See example: https://huggingface.co/datasets/wikimedia/structured-wikipedia/discussions/5 One would expect that the struct missing fields are added with null values.
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default Image/AudioFolder infers labels when there is no metadata files even if there is only one dir
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[ "Makes sense! For the last structure, we could count the path segments (delimited by \"/\" for URLs and `os.sep` for local paths) to ensure all inferred labels are on the same level. Otherwise, I think it's safe to assume they are meaningless and ignore them.\r\n" ]
2022-10-24T13:28:18Z
2022-11-15T16:31:10Z
2022-11-15T16:31:09Z
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### Describe the bug By default FolderBasedBuilder infers labels if there is not metadata files, even if it's meaningless (for example, they are in a single directory or in the root folder, see this repo as an example: https://huggingface.co/datasets/patrickvonplaten/audios As this is a corner case for quick expl...
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[Regression] IterableDataset is broken on 2.20.0
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[ "@lhoestq I detected this regression over on [DataDreamer](https://github.com/datadreamer-dev/DataDreamer)'s test suite. I put in these [monkey patches](https://github.com/datadreamer-dev/DataDreamer/blob/4cbaf9f39cf7bedde72bbaa68346e169788fbecb/src/_patches/datasets_reset_state_hack.py) in case that fixed it our t...
2024-07-31T13:01:59Z
2024-08-22T14:49:37Z
2024-08-22T14:49:07Z
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### Describe the bug In the latest version of datasets there is a major regression, after creating an `IterableDataset` from a generator and applying a few operations (`map`, `select`), you can no longer iterate through the dataset multiple times. The issue seems to stem from the recent addition of "resumable Itera...
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3,974,281,900
I_kwDODunzps7s4rqs
8,015
Iterating a streaming dataset correctly in random order
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[ "Hi, reshuffling is actually pretty easy:\n\n```python\n\"\"\" shuffle.py \"\"\"\nfrom datasets import load_dataset\n\nnum_proc = 8 # tweak it here depending on your machine\nseed = 42\nds = load_dataset(\"jackyhate/text-to-image-2M\", num_proc=num_proc)\nds = ds.shuffle(seed=seed)\nds.push_to_hub(\"my-username/te...
2026-02-22T11:34:06Z
2026-05-11T15:08:20Z
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### Describe the bug For training to work properly it is considered good practice in machine learning to sample the dataset randomly (uniformly). I am not sure how the user is expected to do it correctly when the creator of the dataset did a bad job. https://huggingface.co/docs/hub/datasets-webdataset ``` **Shuffle*...
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997,378,113
I_kwDODunzps47cshB
2,924
"File name too long" error for file locks
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[ "Hi, the filename here is less than 255\r\n```python\r\n>>> len(\"_home_garrett_.cache_huggingface_datasets_csv_test-7c856aea083a7043_0.0.0_9144e0a4e8435090117cea53e6c7537173ef2304525df4a077c435d8ee7828ff.incomplete.lock\")\r\n154\r\n```\r\nso not sure why it's considered too long for your filesystem.\r\n(also note...
2021-09-15T18:16:50Z
2023-12-08T13:39:51Z
2021-10-29T09:42:24Z
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## Describe the bug Getting the following error when calling `load_dataset("gar1t/test")`: ``` OSError: [Errno 36] File name too long: '<user>/.cache/huggingface/datasets/_home_garrett_.cache_huggingface_datasets_csv_test-7c856aea083a7043_0.0.0_9144e0a4e8435090117cea53e6c7537173ef2304525df4a077c435d8ee7828ff.inc...
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1,669,048,438
I_kwDODunzps5je6h2
5,755
ImportError: cannot import name 'DeprecatedEnum' from 'datasets.utils.deprecation_utils'
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[ "update the version. fix" ]
2023-04-14T23:28:54Z
2023-04-14T23:36:19Z
2023-04-14T23:36:19Z
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### Describe the bug The module moved to new place? ### Steps to reproduce the bug in the import step, ```python from datasets.utils.deprecation_utils import DeprecatedEnum ``` error: ``` ImportError: cannot import name 'DeprecatedEnum' from 'datasets.utils.deprecation_utils' ``` ### Expected behavior...
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1,666,843,832
I_kwDODunzps5jWgS4
5,743
dataclass.py in virtual environment is overriding the stdlib module "dataclasses"
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[ "We no longer depend on `dataclasses` (for almost a year), so I don't think our package is the problematic one. \r\n\r\nI think it makes more sense to raise this issue in the `dataclasses` repo: https://github.com/ericvsmith/dataclasses." ]
2023-04-13T17:28:33Z
2023-04-17T12:23:18Z
2023-04-17T12:23:18Z
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### Describe the bug "e:\Krish_naik\FSDSRegression\venv\Lib\dataclasses.py" is overriding the stdlib module "dataclasses" ### Steps to reproduce the bug module issue ### Expected behavior overriding the stdlib module "dataclasses" ### Environment info VS code
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2,075,407,473
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6,579
Unable to load `eli5` dataset with streaming
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[ "Hi @haok1402, I have created an issue in the Discussion tab of the corresponding dataset: https://huggingface.co/datasets/eli5/discussions/7\r\nLet's continue the discussion there!" ]
2024-01-10T23:44:20Z
2024-01-11T09:19:18Z
2024-01-11T09:19:17Z
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### Describe the bug Unable to load `eli5` dataset with streaming. ### Steps to reproduce the bug This fails with FileNotFoundError: https://files.pushshift.io/reddit/submissions ``` from datasets import load_dataset load_dataset("eli5", streaming=True) ``` This works correctly. ``` from datasets import lo...
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1,288,021,332
I_kwDODunzps5MxaVU
4,591
Can't push Images to hub with manual Dataset
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[ "Hi, thanks for reporting! This issue stems from the changes introduced in https://github.com/huggingface/datasets/pull/4282 (cc @lhoestq), in which list casts are ignored if they don't change the list type (required to preserve `null` values). And `push_to_hub` does a special cast to embed external image files but...
2022-06-29T00:01:23Z
2022-07-08T12:01:36Z
2022-07-08T12:01:35Z
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CONTRIBUTOR
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## Describe the bug If I create a dataset including an 'Image' feature manually, when pushing to hub decoded images are not pushed, instead it looks for image where image local path is/used to be. This doesn't (at least didn't used to) happen with imagefolder. I want to build dataset manually because it is compli...
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2,099
load_from_disk takes a long time to load local dataset
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[ "Hi !\r\nCan you share more information about the features of your dataset ? You can get them by printing `my_dataset.features`\r\nCan you also share the code of your `map` function ?", "It is actually just the tokenized `wikipedia` dataset with `input_ids`, `attention_mask`, etc, with one extra column which is a...
2021-03-23T09:28:37Z
2021-03-23T17:12:16Z
2021-03-23T17:12:16Z
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I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helpin...
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I_kwDODunzps5UQe-K
5,132
Depracate `num_proc` parameter in `DownloadManager.extract`
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[ "I can take this! #self-assign", "#self-assign", "@lazarust i'm already working on this issue :smile: ", "#self-assign", "hey @mariosasko , i made a pr for this issue. Could you please review it." ]
2022-10-18T17:41:05Z
2022-10-25T15:56:46Z
2022-10-25T15:56:46Z
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The `num_proc` parameter is only present in `DownloadManager.extract` but not in `StreamingDownloadManager.extract`, making it impossible to support streaming in the dataset scripts that use it (`openwebtext` and `the_pile_stack_exchange`). We can avoid this situation by deprecating this parameter and passing `Download...
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load_from_disk
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[ "Hello, It's an interesting issue here. I have the same problem, I have a local dataset and I want to push the dataset to the hub but huggingface does a copy of it.\r\n\r\n```py\r\nfrom datasets import load_dataset\r\n\r\ndataset = load_dataset(\"webdataset\", data_files=\"/media/works/data/*.tar\") # copy here\r\n...
2024-10-31T11:51:56Z
2025-07-01T08:42:17Z
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### Describe the bug I have data saved with save_to_disk. The data is big (700Gb). When I try loading it, the only option is load_from_disk, and this function copies the data to a tmp directory, causing me to run out of disk space. Is there an alternative solution to that? ### Steps to reproduce the bug when trying ...
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5,114
load_from_disk with remote filesystem fails due to a wrong temporary local folder path
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[ "Hi Hubert! Could you please probably create a publicly available `gs://` dataset link? I think this would be easier for others to directly start to debug.", "What seems to work is to change the line to:\r\n```\r\nfs.download(src_dataset_path, dataset_path.parent.as_posix(), recursive=True)\r\n```" ]
2022-10-14T11:54:53Z
2022-11-19T07:13:10Z
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## Describe the bug The function load_from_disk fails when using a remote filesystem because of a wrong temporary path generation in the load_from_disk method of arrow_dataset.py: ```python if is_remote_filesystem(fs): src_dataset_path = extract_path_from_uri(dataset_path) dataset_path = Dataset._build...
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7,080
Generating train split takes a long time
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[ "@alexanderswerdlow \r\nWhen no specific split is mentioned, the load_dataset library will load all available splits of the dataset. For example, if a dataset has \"train\" and \"test\" splits, the load_dataset function will load both into the DatasetDict object.\r\n\r\n![image](https://github.com/user-attachments/...
2024-07-29T01:42:43Z
2024-10-02T15:31:22Z
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### Describe the bug Loading a simple webdataset takes ~45 minutes. ### Steps to reproduce the bug ``` from datasets import load_dataset dataset = load_dataset("PixArt-alpha/SAM-LLaVA-Captions10M") ``` ### Expected behavior The dataset should load immediately as it does when loaded through a normal indexed WebD...
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[Dataset created] some critical small issues when I was creating a dataset
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[ "Thanks for noticing all these :) They should be easy to fix indeed", "Alright I think I fixed all the problems you mentioned. Thanks again, that will be useful for many people.\r\nThere is still more work needed for point 7. but we plan to have some nice docs soon." ]
2020-06-07T12:58:54Z
2020-06-12T08:28:51Z
2020-06-12T08:28:51Z
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Hi, I successfully created a dataset and has made a pr #248. But I have encountered several problems when I was creating it, and those should be easy to fix. 1. Not found dataset_info.json should be fixed by #241 , eager to wait it be merged. 2. Forced to install `apach_beam` If we should install it, then it m...
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REUSE_DATASET_IF_EXISTS don't work
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[ "Hi! Unfortunately, the current behavior is to delete the downloaded data when this error happens. So, I've opened a PR that removes the problematic import to avoid losing data due to `apache_beam` not being installed (we host the preprocessed version of `natual_questions` on the HF GCS, so requiring `apache_beam` ...
2023-09-26T03:02:16Z
2023-09-28T18:23:36Z
2023-09-28T18:23:36Z
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### Describe the bug I use the following code to download natural_question dataset. Even though I have completely download it, the next time I run this code, the new download procedure will start and cover the original /data/lxy/NQ config=datasets.DownloadConfig(resume_download=True,max_retries=100,cache_dir=r'/da...
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When applying `ReadInstruction` to custom load it's not DatasetDict but list of Dataset?
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[ "Hi! You can get a `DatasetDict` if you pass a dictionary with read instructions as follows:\r\n```python\r\ninstructions = [\r\n ReadInstruction(split_name=\"train\", from_=0, to=10, unit='%', rounding='closest'),\r\n ReadInstruction(split_name=\"dev\", from_=0, to=10, unit='%', rounding='closest'),\r\n R...
2023-01-16T06:54:28Z
2023-02-24T16:19:00Z
2023-02-24T16:19:00Z
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### Describe the bug I am loading datasets from custom `tsv` files stored locally and applying split instructions for each split. Although the ReadInstruction is being applied correctly and I was expecting it to be `DatasetDict` but instead it is a list of `Dataset`. ### Steps to reproduce the bug Steps to reproduc...
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Re-enable raising error from huggingface-hub FutureWarning in CI
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Re-enable raising error from huggingface-hub FutureWarning in CI, which was disabled by PR: - #6876 Note that this can only be done once transformers releases the fix: - https://github.com/huggingface/transformers/pull/31007
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Error in the notebooks/Overview.ipynb notebook
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[ "Do this:\r\n``` python\r\nsquad_dataset = list_datasets(with_details=True)[datasets.index('squad')]\r\npprint(squad_dataset.__dict__) # It's a simple python dataclass\r\n```", "Thanks! This worked. I have created a PR to fix this in the notebook. " ]
2020-10-04T05:58:31Z
2020-10-05T16:25:40Z
2020-10-05T16:25:40Z
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Hi, I got the following error in **cell number 3** while exploring the **Overview.ipynb** notebook in google colab. I used the [link ](https://colab.research.google.com/github/huggingface/datasets/blob/master/notebooks/Overview.ipynb) provided in the main README file to open it in colab. ```python # You can acc...
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Cannot import datasets on google colab (python 3.10.12)
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[ "You are most likely using an outdated version of `datasets` in the notebook, which can be verified with the `!datasets-cli env` command. You can run `!pip install -U datasets` to update the installation.", "okay, it works! thank you so much! πŸ˜„ " ]
2023-11-13T08:14:43Z
2023-11-16T05:04:22Z
2023-11-16T05:04:21Z
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### Describe the bug I'm trying A full colab demo notebook of zero-shot-distillation from https://github.com/huggingface/transformers/tree/main/examples/research_projects/zero-shot-distillation but i got this type of error when importing datasets on my google colab (python version is 3.10.12) ![image](https://gith...
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## Adding a Dataset - **Name:** *name of the dataset* - **Description:** *short description of the dataset (or link to social media or blog post)* - **Paper:** *link to the dataset paper if available* - **Data:** *link to the Github repository or current dataset location* - **Motivation:** *what are some good reasons t...
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[Tests] Ensure `datasets` supports renamed repositories
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[ "You could also switch to using `huggingface_hub` more directly, where such a guarantee is already tested =)\r\n\r\ncc @Wauplin ", "Hi! @lhoestq, I'd love to work on this issue as part of my ongoing contributions to `datasets`.\n\nI'm planning to implement an integration test that ensures `load_dataset()` works e...
2022-08-29T14:46:14Z
2025-06-19T06:10:52Z
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On https://hf.co/datasets you can rename a dataset (or sometimes move it to another user/org). The website handles redirections correctly and AFAIK `datasets` does as well. However it would be nice to have an integration test to make sure we don't break support for renamed datasets. To implement this we can use t...
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BLEURT score calculation raises UnrecognizedFlagError
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[ "Upgrading tensorflow to version 2.4.0 solved the issue.", "I still have the same error even with TF 2.4.0.", "And I have the same error with TF 2.4.1. I believe this issue should be reopened. Any ideas?!", "I'm seeing the same issue with TF 2.4.1 when running the following in https://colab.research.google.co...
2021-01-12T17:27:02Z
2022-06-01T16:06:02Z
2022-06-01T16:06:02Z
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Calling the `compute` method for **bleurt** metric fails with an `UnrecognizedFlagError` for `FLAGS.bleurt_batch_size`. My environment: ``` python==3.8.5 datasets==1.2.0 tensorflow==2.3.1 cudatoolkit==11.0.221 ``` Test code for reproducing the error: ``` from datasets import load_metric bleurt = load_me...
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[Apple M1] MemoryError: Cannot allocate write+execute memory for ffi.callback()
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[ "Hi! This seems like a bug in `soundfile`. Could you please open an issue in their repo? `soundfile` works without any issues on my M1, so I'm not sure we can help.", "Hi @mariosasko, can you share how you installed `soundfile` on your mac M1?", "Hi @hoangtnm - I upgraded to python 3.10 and it fixed the proble...
2022-09-10T15:55:49Z
2024-03-21T17:25:53Z
2023-07-21T14:45:50Z
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## Describe the bug I'm trying to run `cast_column("audio", Audio())` on Apple M1 Pro, but it seems that it doesn't work. ## Steps to reproduce the bug ```python import datasets dataset = load_dataset("csv", data_files="./train.csv")["train"] dataset = dataset.map(lambda x: {"audio": str(DATA_DIR / "audio" / ...
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Add `IterableDataset.from_generator` to the API
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[ "#take", "Thanks @hamid-vakilzadeh ! Let us know if you have some questions or if we can help", "Thank you! I certainly will reach out if I need any help." ]
2022-09-16T15:19:41Z
2022-10-05T12:10:49Z
2022-10-05T12:10:49Z
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We've just added `Dataset.from_generator` to the API. It would also be cool to add `IterableDataset.from_generator` to support creating an iterable dataset from a generator. cc @lhoestq
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Update `unittest` assertions over tuples from `assertEqual` to `assertTupleEqual`
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[ "Hi! If the only goal is to improve readability, it's better to use `assertTupleEqual` than `assertSequenceEqual` for Python tuples. Also, note that this function is called internally by `assertEqual`, but I guess we can accept a PR to be more verbose.", "Hi @mariosasko, right! I'll update the issue title/desc wi...
2022-05-30T12:13:18Z
2022-09-30T16:01:37Z
2022-09-30T16:01:37Z
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**Is your feature request related to a problem? Please describe.** So this is more a readability improvement rather than a proposal, wouldn't it be better to use `assertTupleEqual` over the tuples rather than `assertEqual`? As `unittest` added that function in `v3.1`, as detailed at https://docs.python.org/3/library...
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Can't map dataset (loaded from csv)
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[ "Please could you post the whole script? I can't reproduce your issue. After updating the feature names/labels to match with the data, everything works fine for me. Try to update datasets/transformers to the newest version.", "Actually, the problem was how `tokenize` function was defined. This was completely my s...
2020-12-09T22:05:42Z
2020-12-17T18:13:40Z
2020-12-17T18:13:40Z
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Hello! I am trying to load single csv file with two columns: ('label': str, 'text' str), where is label is str of two possible classes. Below steps are similar with [this notebook](https://colab.research.google.com/drive/1-JIJlao4dI-Ilww_NnTc0rxtp-ymgDgM?usp=sharing), where bert model and tokenizer are used to class...
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Missing documentation for wnut_17 (ner_tags)
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[ "Hi @maxpel, thanks for reporting this issue.\r\n\r\nIndeed, the documentation in the dataset card is not complete. I’m opening a Pull Request to fix it.\r\n\r\nAs the paper explains, there are 6 entity types and we have ordered them alphabetically: `corporation`, `creative-work`, `group`, `location`, `person` and ...
2021-07-23T12:25:32Z
2021-07-26T09:30:55Z
2021-07-26T09:30:55Z
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On the info page of the wnut_17 data set (https://huggingface.co/datasets/wnut_17), the model output of ner-tags is only documented for these 5 cases: `ner_tags: a list of classification labels, with possible values including O (0), B-corporation (1), I-corporation (2), B-creative-work (3), I-creative-work (4).` ...
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Can't import cc100 dataset
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[ "cc100 was added recently, that's why it wasn't available yet.\r\n\r\nTo load it you can just update `datasets`\r\n```\r\npip install --upgrade datasets\r\n```\r\n\r\nand then you can load `cc100` with\r\n\r\n```python\r\nfrom datasets import load_dataset\r\n\r\nlang = \"en\"\r\ndataset = load_dataset(\"cc100\", la...
2021-01-03T07:12:56Z
2022-10-05T12:42:25Z
2022-10-05T12:42:25Z
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There is some issue to import cc100 dataset. ``` from datasets import load_dataset dataset = load_dataset("cc100") ``` FileNotFoundError: Couldn't find file at https://raw.githubusercontent.com/huggingface/datasets/1.1.3/datasets/cc100/cc100.py During handling of the above exception, another exception occur...
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IterableDataset.with_format("torch") not working
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[ "Hi ! Thanks for reporting, I'm working on it ;)" ]
2023-04-26T10:50:23Z
2023-06-13T15:57:06Z
2023-06-13T15:57:06Z
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### Describe the bug After calling the with_format("torch") method on an IterableDataset instance, the data format is unchanged. ### Steps to reproduce the bug ```python from datasets import IterableDataset def gen(): for i in range(4): yield {"a": [i] * 4} dataset = IterableDataset.from_generator(g...
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https://api.github.com/repos/huggingface/datasets/issues/6238
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https://github.com/huggingface/datasets/issues/6238
1,895,207,828
I_kwDODunzps5w9pOU
6,238
`dataset.filter` ALWAYS removes the first item from the dataset when using batched=True
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[ "`filter` treats the function's output as a (selection) mask - `True` keeps the sample, and `False` drops it. In your case, `bool(0)` evaluates to `False`, so dropping the first sample is the correct behavior.", "Oh gosh! 🀦 I totally misunderstood the API! My apologies!" ]
2023-09-13T20:20:37Z
2023-09-17T07:05:07Z
2023-09-17T07:05:07Z
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### Describe the bug If you call batched=True when calling `filter`, the first item is _always_ filtered out, regardless of the filter condition. ### Steps to reproduce the bug Here's a minimal example: ```python def filter_batch_always_true(batch, indices): print("First index being passed into this filte...
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