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adding poem_sentiment
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2020-12-07T09:11:52
2020-12-09T16:36:10
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Adding poem_sentiment dataset. https://github.com/google-research-datasets/poem-sentiment
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Fix some typos in the documentation
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added saudinewsnet
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[ "Hi @abdulelahsm - This is an interesting dataset! But there are multiple issues with the PR. Some of them are listed below: \r\n- default builder config is not defined. There should be atleast one builder config \r\n- URL is incorrectly constructed so the data files are not being downloaded \r\n- dataset_info.jso...
2020-12-14T10:35:09
2020-12-22T09:51:04
2020-12-22T09:51:04
CONTRIBUTOR
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I'm having issues in creating the dummy data. I'm still investigating how to fix it. I'll close the PR if I couldn't find a solution
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fix docstring code example for distributed shuffle
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7166). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-09-24T14:39:54
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close https://github.com/huggingface/datasets/issues/7163
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8
Fix issue 6: error when the citation is missing in the DatasetInfo
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745
Fix emotion description
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[ "Hello, I probably have a silly question but the labels of the emotion dataset are in the form of numbers and not string, so I can not use the function classification_report because it mixes numbers and string (prediction). How can I access the label in the form of a string and not a number? \r\nThank you in advanc...
2020-10-20T13:28:39
2021-04-22T14:47:31
2020-10-21T08:38:27
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Fixes the description of the emotion dataset to reflect the class names observed in the data, not the ones described in the paper. I also took the liberty to make use of `ClassLabel` for the emotion labels.
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load_dataset gives FileNotFoundError on imagenet-1k if license is not accepted on the hub
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[ "Hi, thanks for the feedback! Would it help to add a tip or note saying the dataset is gated and you need to accept the license before downloading it?", "The error is now more informative:\r\n```\r\nFileNotFoundError: Couldn't find a dataset script at /content/imagenet-1k/imagenet-1k.py or any data file in the sa...
2023-02-23T16:44:32
2023-07-24T15:18:50
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NONE
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### Describe the bug When calling ```load_dataset('imagenet-1k')``` FileNotFoundError is raised, if not logged in and if logged in with huggingface-cli but not having accepted the licence on the hub. There is no error once accepting. ### Steps to reproduce the bug ``` from datasets import load_dataset imagenet =...
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Sacrebleu unexpected behaviour/requirement for data format
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[ "Hi @BramVanroy!\r\n\r\nGood question. This project relies on PyArrow (tables) to store data too big to fit in RAM. In the case of metrics, this means that the number of predictions and references has to match to form a table.\r\n\r\nThat's why your example throws an error even though it matches the schema:\r\n```p...
2021-10-24T08:55:33
2021-10-31T09:08:32
2021-10-31T09:08:31
CONTRIBUTOR
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## Describe the bug When comparing with the original `sacrebleu` implementation, the `datasets` implementation does some strange things that I do not quite understand. This issue was triggered when I was trying to implement TER and found the datasets implementation of BLEU [here](https://github.com/huggingface/dataset...
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Not support links with 302 redirect
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[ "Hi !\r\nThis kind of links is now supported by the library since #1316", "> Hi !\r\n> This kind of links is now supported by the library since #1316\r\n\r\nI updated links in TLC datasets to be the github links in this pull request \r\n https://github.com/huggingface/datasets/pull/1737\r\n\r\nEverything works no...
2020-12-03T17:04:43
2021-01-14T02:51:25
2021-01-14T02:51:25
CONTRIBUTOR
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I have an issue adding this download link https://github.com/jitkapat/thailitcorpus/releases/download/v.2.0/tlc_v.2.0.tar.gz it might be because it is not a direct link (it returns 302 and redirects to aws that returns 403 for head requests). ``` r.head("https://github.com/jitkapat/thailitcorpus/releases/downlo...
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Add metrics
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2020-04-28T18:02:05
2022-10-04T09:31:56
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This PR is a draft for adding metrics (sacrebleu and seqeval are added) use case examples: `import nlp` **sacrebleu:** ``` refs = [['The dog bit the man.', 'It was not unexpected.', 'The man bit him first.'], ['The dog had bit the man.', 'No one was surprised.', 'The man had bitten the dog.']] sys = ['...
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Best practices for training tokenizers with nlp
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[ "Docs that explain how to train a tokenizer with `datasets` are available here: https://huggingface.co/docs/tokenizers/training_from_memory#using-the-datasets-library" ]
2020-08-29T12:06:49
2022-10-04T17:28:04
2022-10-04T17:28:04
NONE
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Hi, thank you for developing this library. What do you think are the best practices for training tokenizers using `nlp`? In the document and examples, I could only find pre-trained tokenizers used.
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New Update bertscore.py
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2020-10-04T05:13:09
2020-10-05T16:26:51
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Rachel ker add dataset/mlsum
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[ "It looks like an outdated PR (we've already added mlsum). Closing it" ]
2020-10-01T13:01:10
2023-09-24T09:48:23
2020-10-01T17:01:13
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JSON lines with empty struct raise ArrowTypeError: struct fields don't match or are in the wrong order See example: https://huggingface.co/datasets/wikimedia/structured-wikipedia/discussions/5 > ArrowTypeError: struct fields don't match or are in the wrong order: Input fields: struct<> output fields: struct<pov_c...
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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Now the builder name attribute is set from from the builder class name. This PR sets the builder name attribute from the module name instead. Some motivating reasons: - The dataset ID is relevant and unique among all datasets and this is directly related to the repository name, i.e., the name of the directory conta...
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[ "Hi @KennethEnevoldsen ,\r\nI think the issue might be that this dataset was added during the community sprint and has not been released yet. It will be available with the v2 of datasets.\r\nFor now, you should be able to load the datasets after installing the latest (master) version of datasets using pip:\r\npip i...
2021-01-03T14:03:03
2021-01-05T08:35:35
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CONTRIBUTOR
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the `dane` dataset appear to be missing in the latest version (1.1.3). ```python >>> import datasets >>> datasets.__version__ '1.1.3' >>> "dane" in datasets.list_datasets() True ``` As we can see it should be present, but doesn't seem to be findable when using `load_dataset`. ```python >>> datasets.load...
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How to convert videos to images?
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[ "Hi ! there is some documentation here on how to read video frames: https://huggingface.co/docs/datasets/video_load" ]
2025-04-03T07:08:39
2025-04-15T12:35:15
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### Feature request Does someone know how to return the images from videos? ### Motivation I am trying to use openpi(https://github.com/Physical-Intelligence/openpi) to finetune my Lerobot dataset(V2.0 and V2.1). I find that although the codedaset is v2.0, they are different. It seems like Lerobot V2.0 has two versi...
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The test at `tests/test_caching.py::RecurseDumpTest::test_dump_ipython_function` was failing in python 3.8 because the ipython function was not properly created. Fix #2010
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[ "@lhoestq, should I raise a PR for this? Just a minor change while reading labels text file", "Sure feel free to open a PR thanks !" ]
2020-12-24T13:11:54
2020-12-30T17:18:49
2020-12-30T17:18:49
NONE
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Hi, there is extra "\n" in labels of social_i_qa datasets, no big deal, but I was wondering if you could remove it to make it consistent. so label is 'label': '1\n', not '1' thanks ``` >>> import datasets >>> from datasets import load_dataset >>> dataset = load_dataset( ... 'social_i_qa') cahce dir /jul...
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Fix bug and checksums in exams dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-08-15T20:17:57
2022-08-16T06:43:57
2022-08-16T06:29:06
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Fix #4852.
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4,686
Align logging with Transformers (again)
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4686). All of your documentation changes will be reflected on that endpoint.", "I wasn't aware of https://github.com/huggingface/datasets/pull/1845 before opening this PR. This issue seems much more complex now ..." ]
2022-07-15T12:24:29
2023-09-24T10:05:34
2023-07-11T18:29:27
COLLABORATOR
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Fix #2832
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Nlp cli fix endpoints
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[ "LGTM 👍 " ]
2020-06-03T14:10:39
2020-06-08T09:02:58
2020-06-08T09:02:57
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With this PR users will be able to upload their own datasets and metrics. As mentioned in #181, I had to use the new endpoints and revert the use of dataclasses (just in case we have changes in the API in the future). We now distinguish commands for datasets and commands for metrics: ```bash nlp-cli upload_data...
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JSON script
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[ "The tests for the Wikipedia dataset do not pass anymore with the error:\r\n```\r\nTo be able to use this dataset, you need to install the following dependencies ['mwparserfromhell'] using 'pip install mwparserfromhell' for instance'\r\n```", "This was an issue on master. You can just rebase from master.", "Per...
2020-05-12T07:11:22
2020-05-18T06:50:37
2020-05-18T06:50:36
CONTRIBUTOR
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Add a JSONS script to read JSON datasets from files.
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viewer "fake_news_english" error
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[ "Thanks for reporting !\r\nThe viewer doesn't have all the dependencies of the datasets. We may add openpyxl to be able to show this dataset properly", "This viewer tool is deprecated now and the new viewer at https://huggingface.co/datasets/fake_news_english works fine, so I'm closing this issue" ]
2021-04-01T14:13:20
2022-10-05T13:22:02
2022-10-05T13:22:02
NONE
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When I visit the [Huggingface - viewer](https://huggingface.co/datasets/viewer/) web site, under the dataset "fake_news_english" I've got this error: > ImportError: To be able to use this dataset, you need to install the following dependencies['openpyxl'] using 'pip install # noqa: requires this pandas optional depe...
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Add `tldr_news` dataset
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[ "Hey @lhoestq, \r\nSorry for opening a PR, I was following the guide [here](https://github.com/huggingface/datasets/blob/master/ADD_NEW_DATASET.md)! Thanks for the review anyway, I will follow the instructions you sent 😃 ", "Thanks, we will update the guide ;)" ]
2022-06-21T05:02:43
2022-06-23T14:33:54
2022-06-21T14:21:11
NONE
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This PR aims at adding support for a news dataset: `tldr news`. This dataset is based on the daily [tldr tech newsletter](https://tldr.tech/newsletter) and contains a `headline` as well as a `content` for every piece of news contained in a newsletter.
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353
[Dataset requests] New datasets for Text Classification
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[ "Pinging @mariamabarham as well", "- `nlp` has MR! It's called `rotten_tomatoes`\r\n- SST is part of GLUE, or is that just SST-2?\r\n- `nlp` also has `ag_news`, a popular news classification dataset\r\n\r\nI'd also like to see:\r\n- the Yahoo Answers topic classification dataset\r\n- the Kaggle Fake News classifi...
2020-07-08T12:17:58
2025-04-05T09:28:15
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MEMBER
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We are missing a few datasets for Text Classification which is an important field. Namely, it would be really nice to add: - [x] TREC-6 dataset (see here for instance: https://pytorchnlp.readthedocs.io/en/latest/source/torchnlp.datasets.html#torchnlp.datasets.trec_dataset) **[done]** - #386 - [x] Yelp-5 - #...
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arxiv dataset added
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[ "Readme added\r\n", "@lhoestq is it looking alright ? " ]
2020-12-08T12:50:51
2020-12-09T18:05:16
2020-12-09T18:05:16
CONTRIBUTOR
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**adding arXiv dataset**: arXiv dataset and metadata of 1.7M+ scholarly papers across STEM dataset link: https://www.kaggle.com/Cornell-University/arxiv
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Introduce regex check when pushing as well
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Let me take over this PR if you don't mind" ]
2022-09-07T13:45:58
2022-09-13T10:19:01
2022-09-13T10:16:34
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Closes https://github.com/huggingface/datasets/issues/4945 by adding a regex check when pushing to hub. Let me know if this is helpful and if it's the fix you would have in mind for the issue and I'm happy to contribute tests.
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Differently dataset object saved than it is loaded.
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[ "I see now, that I have to use `load_from_disk`, in order to load dataset properly, not `load_dataset`. Why is this behavior split? Why do we need both, `load_dataset` and `load_from_disk`?\r\n\r\nUnless answered, I believe this might be helpful for other hf datasets newbies.\r\n\r\nAnyway, made a `load_dataset` co...
2024-02-05T17:28:57
2024-02-06T09:50:19
2024-02-06T09:50:19
NONE
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### Describe the bug Differently sized object is saved than it is loaded. ### Steps to reproduce the bug Hi, I save dataset in a following way: ``` dataset = load_dataset("json", data_files={ "train": os.path.join(input_folder, f"{task_met...
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5,759
Can I load in list of list of dict format?
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[ "Thanks for reporting, @LZY-the-boys.\r\n\r\nCould you please give more details about what is your intended dataset structure? What are the names of the columns and the value of each row?\r\n\r\nCurrently, the JSON-Lines format is supported:\r\n- Each line correspond to one row of the dataset\r\n- Each line is comp...
2023-04-16T13:50:14
2023-04-19T12:04:36
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### Feature request my jsonl dataset has following format: ``` [{'input':xxx, 'output':xxx},{'input:xxx,'output':xxx},...] [{'input':xxx, 'output':xxx},{'input:xxx,'output':xxx},...] ``` I try to use `datasets.load_dataset('json', data_files=path)` or `datasets.Dataset.from_json`, it raises ``` File "site-p...
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6546). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
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Better error message when input file does not exist
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2020-09-07T13:47:59
2020-09-09T09:00:07
2020-09-09T09:00:07
CONTRIBUTOR
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In the following scenario, when `data_files` is an empty list, the stack trace and error message could be improved. This can probably be solved by checking for each file whether it actually exists and/or whether the argument is not false-y. ```python dataset = load_dataset("text", data_files=[]) ``` Example err...
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Add Video feature, videofolder, and video-classification task
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5339). All of your documentation changes will be reflected on that endpoint.", "@lhoestq I think I need some serious help with the tests 😅...I started this locally but it got too time consuming.\n\nOne issue I remember running...
2022-12-07T20:48:34
2024-01-11T06:30:24
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This PR does the following: - Adds `Video` feature (Resolves #5225 ) - Adds `video-classification` task - Adds `videofolder` packaged module for easy loading of local video classification datasets TODO: - [ ] add tests - [ ] add docs
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billsum dataset: Checksums didn't match for dataset source files:
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[ "Hi @XingxingZhang, thanks for reporting.\r\n\r\nThis was due to a change in Google Drive service:\r\n- #3786 \r\n\r\nWe have already fixed it:\r\n- #3787\r\n\r\nYou should update `datasets` version to at least 1.18.4:\r\n```shell\r\npip install -U datasets\r\n```\r\nAnd then force the redownload:\r\n```python\r\nl...
2022-03-16T14:52:08
2024-03-13T12:11:35
2022-03-16T15:46:44
NONE
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## Describe the bug When loading the `billsum` dataset, it throws the exception "Checksums didn't match for dataset source files" ``` File "virtualenv_projects/codex/lib/python3.7/site-packages/datasets/utils/info_utils.py", line 40, in verify_checksums raise NonMatchingChecksumError(error_msg + str(bad_u...
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Update link to Blog in docs footer
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2021-09-14T17:23:14
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Update link.
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Fix typo in about_mapstyle_vs_iterable.mdx
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Update auth when mirroring datasets on the hub
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-04-27T17:22:31
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We don't need to use extraHeaders anymore for rate limits anymore. Anyway extraHeaders was not working with git LFS because it was passing the wrong auth to S3.
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bug in mlqa dataset
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[ "If you print those questions, you get readable texts:\r\n```python\r\n>>> questions = [\r\n... \"\\u0645\\u062a\\u0649 \\u0628\\u062f\\u0627\\u062a \\u0627\\u0644\\u0645\\u062c\\u0644\\u0629 \\u0627\\u0644\\u0645\\u062f\\u0631\\u0633\\u064a\\u0629 \\u0641\\u064a \\u0646\\u0648\\u062a\\u0631\\u062f\\u0627\\u064...
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Hi Looking into MLQA dataset for langauge "ar": ``` "question": [ "\u0645\u062a\u0649 \u0628\u062f\u0627\u062a \u0627\u0644\u0645\u062c\u0644\u0629 \u0627\u0644\u0645\u062f\u0631\u0633\u064a\u0629 \u0641\u064a \u0646\u0648\u062a\u0631\u062f\u0627\u0645 \u0628\u0627\u0644\u0646\u0634\u0631?", "\u0643\u0...
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ConnectionError: Couldn't reach https://raw.githubusercontent.com/huggingface/datasets/2.4.0/datasets/jsonl/jsonl.py
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[ "I have solved this problem... The extension of the file should be `.json` not `.jsonl`" ]
2022-09-09T11:29:55
2022-09-09T11:38:44
2022-09-09T11:38:44
NONE
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Hi, When I use load_dataset from local jsonl files, below error happens, and I type the link into the browser prompting me `404: Not Found`. I download the other `.py` files using the same method and it works. It seems that the server is missing the appropriate file, or it is a problem with the code version. ``` C...
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1,162,448,589
I_kwDODunzps5FSY7N
3,855
Bad error message when loading private dataset
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[ "We raise the error “ FileNotFoundError: can’t find the dataset” mainly to follow best practice in security (otherwise users could be able to guess what private repositories users/orgs may have)\r\n\r\nWe can indeed reformulate this and add the \"If this is a private repository,...\" part !", "Resolved via https:...
2022-03-08T09:55:17
2022-07-11T15:06:40
2022-07-11T15:06:40
CONTRIBUTOR
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## Describe the bug A pretty common behavior of an interaction between the Hub and datasets is the following. An organization adds a dataset in private mode and wants to load it afterward. ```python from transformers import load_dataset ds = load_dataset("NewT5/dummy_data", "dummy") ``` This command th...
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757,740,780
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1,168
Add Naver sentiment movie corpus
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[ "Closed via #1252 " ]
2020-12-05T17:25:23
2020-12-07T13:34:09
2020-12-07T13:34:09
CONTRIBUTOR
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This PR adds the [Naver sentiment movie corpus](https://github.com/e9t/nsmc), a dataset containing Korean movie reviews from Naver, the most commonly used search engine in Korea. This dataset is often used to benchmark models on Korean NLP tasks, as seen in [this paper](https://www.aclweb.org/anthology/2020.lrec-1.199....
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299
remove some print in snli file
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[ "I guess you can just rebase from master to fix the CI" ]
2020-06-23T07:46:06
2020-06-23T08:10:46
2020-06-23T08:10:44
CONTRIBUTOR
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This PR removes unwanted `print` statements in some files such as `snli.py`
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2,507
Rearrange JSON field names to match passed features schema field names
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2021-06-15T14:10:02
2021-06-16T10:47:49
2021-06-16T10:47:49
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This PR depends on PR #2453 (which must be merged first). Close #2366.
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Feature/fidelity metrics from emnlp2020 evaluating and characterizing human rationales
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[ "Hi ! This looks interesting, thanks for adding it :) \r\n\r\nFor metrics there should only be two features fields: references and predictions.\r\nBoth of them can be defined as you want using nested structures if you need to.\r\nAlso I'm not sure what goes into references and what goes into predictions, could you ...
2020-10-29T17:31:14
2023-07-11T09:36:30
2023-07-11T09:36:30
NONE
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This metric computes fidelity (Yu et al. 2019, DeYoung et al. 2019) and normalized fidelity (Carton et al. 2020).
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4,637
The "all" split breaks streaming
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[ "Thanks for reporting @cakiki.\r\n\r\nYes, this is a bug. We are investigating it.", "@albertvillanova Nice! Let me know if it's something I can fix my self; would love to contribtue!", "@cakiki I was working on this but if you would like to contribute, go ahead. I will close my PR. ;)\r\n\r\nFor the moment I j...
2022-07-05T21:56:49
2022-07-15T13:59:30
null
CONTRIBUTOR
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## Describe the bug Not sure if this is a bug or just the way streaming works, but setting `streaming=True` did not work when setting `split="all"` ## Steps to reproduce the bug The following works: ```python ds = load_dataset('super_glue', 'wsc.fixed', split='all') ``` The following throws `ValueError: Bad ...
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metric glue breaks with 4.0.0
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[ "I released `evaluate` 0.4.5 yesterday to fix the issue - sorry for the inconvenience:\n\n```\npip install -U evaluate\n```", "Thanks so much, @lhoestq!" ]
2025-07-10T21:39:50
2025-07-11T17:42:01
2025-07-11T17:42:01
CONTRIBUTOR
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### Describe the bug worked fine with 3.6.0, and with 4.0.0 `eval_metric = metric.compute()` in HF Accelerate breaks. The code that fails is: https://huggingface.co/spaces/evaluate-metric/glue/blob/v0.4.0/glue.py#L84 ``` def simple_accuracy(preds, labels): print(preds, labels) print(f"{preds==labels}") r...
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Adding Issue Template for Dataset Requests
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2020-10-27T16:37:08
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adding .github/ISSUE_TEMPLATE/add-dataset.md
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Streaming dataset not returning data
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2024-07-04T07:21:47
2024-07-04T07:21:47
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### Describe the bug I'm deciding to post here because I'm still not sure what the issue is, or if I am using IterableDatasets wrongly. I'm following the guide on here https://huggingface.co/learn/cookbook/en/fine_tuning_code_llm_on_single_gpu pretty much to a tee and have verified that it works when I'm fine-tuning ...
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Fix `str(Path(...))` conversion in streaming on Linux
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2021-12-22T15:06:03
2021-12-22T16:52:53
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Fix `str(Path(...))` conversion in streaming on Linux. This should fix the streaming of the `beans` and `cats_vs_dogs` datasets.
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Add Hatexplain Dataset
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2021-01-10T13:30:01
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Adding Hatexplain - the first benchmark hate speech dataset covering multiple aspects of the issue
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Dataset loader for the MSLR2022 shared task
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[ "I think the underlying issue is in https://github.com/huggingface/datasets/blob/c0ed6fdc29675b3565b01b77fde5ab5d9d8b60ec/src/datasets/commands/dummy_data.py#L124 - where `CSV`s are considered to be in the same class of file as text, jsonl, and tsv.\r\n\r\nI think this is an error because CSVs can have newlines wit...
2022-05-12T21:23:41
2022-07-18T17:19:27
2022-07-18T16:58:34
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This PR adds a dataset loader for the [MSLR2022 Shared Task](https://github.com/allenai/mslr-shared-task). Both the MS^2 and Cochrane datasets can be loaded with this dataloader: ```python from datasets import load_dataset ms2 = load_dataset("mslr2022", "ms2") cochrane = load_dataset("mslr2022", "cochrane") ``...
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Cannot reuse tokenizer object for dataset map
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[ "This is a known issue: https://github.com/huggingface/datasets/issues/3847.\r\n\r\nFixing this requires significant work - rewriting the `tokenizers` lib to make them immutable.\r\n\r\nThe current solution is to pass `cache_file_name` to `map` to use that file for caching or calling a tokenizer before `map` (with ...
2023-06-23T14:45:31
2023-07-21T14:09:14
2023-07-21T14:09:14
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### Describe the bug Related to https://github.com/huggingface/transformers/issues/24441. Not sure if this is a tokenizer issue or caching issue, so filing in both. Passing the tokenizer to the dataset map function causes the tokenizer to be fingerprinted weirdly. After calling the tokenizer with arguments like pad...
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Render docstring return type as inline
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2021-03-30T14:55:43
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This documentation setting will avoid having the return type in a separate line under `Return type`. See e.g. current docs for `Dataset.to_csv`.
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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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Test dill
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Regression test for future releases of `dill`. Related to #4379.
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Update README.md
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added dataset summary
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Adds the NumerSense dataset - Webpage/leaderboard: https://inklab.usc.edu/NumerSense/ - Paper: https://arxiv.org/abs/2005.00683 - Description: NumerSense is a new numerical commonsense reasoning probing task, with a diagnostic dataset consisting of 3,145 masked-word-prediction probes. Basically, it's a benchmark to ...
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2020-12-14T23:21:37
2020-12-14T23:36:57
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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:...
2022-07-17T01:29:43
2023-04-26T18:21:09
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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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Add option for named splits when using ds.train_test_split
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[ "Yes definitely we should give more flexibility to control the name of the splits outputted by `train_test_split`.\r\n\r\nRelated is the very interesting feedback from @bramvanroy on how we should improve this method: https://discuss.huggingface.co/t/how-to-split-main-dataset-into-train-dev-test-as-datasetdict/1090...
2020-10-27T19:59:44
2020-11-10T14:05:21
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CONTRIBUTOR
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### Feature Request 🚀 Can we add a way to name your splits when using the `.train_test_split` function? In almost every use case I've come across, I have a `train` and a `test` split in my `DatasetDict`, and I want to create a `validation` split. Therefore, its kinda useless to get a `test` split back from `tra...
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Update version of xcopa dataset
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2022-03-03T09:58:25
2022-03-03T10:44:30
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Note that there was a version update of the `xcopa` dataset: https://github.com/cambridgeltl/xcopa/releases We updated our loading script, but we did not bump a new version number: - #3254 This PR updates our loading script version from `1.0.0` to `1.1.0`.
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Mention dataset streaming on the "loading a dataset" page of the documentation
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[docs] Index: The native emoji looks kinda ugly in large size
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2020-09-12T09:48:40
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PyArrow 'Memory mapping file failed: Cannot allocate memory' bug
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[ "Thanks for a very clean explanation. This happened to me too, and I don't have sudo access to update the value. I wonder if there might be another workaround.", "One option is to just have more data in each file - /proc/sys/vm/max_map_count limits the maximum number of concurrently open files, but I don't know i...
2024-04-07T19:25:39
2025-06-12T07:31:44
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### Describe the bug Hello, I've been struggling with a problem using Huggingface datasets caused by PyArrow memory allocation. I finally managed to solve it, and thought to document it since similar issues have been raised here before (https://github.com/huggingface/datasets/issues/5710, https://github.com/huggi...
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Add tests for WMT datasets
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[ "Dummy data generation is deprecated now. Closing." ]
2021-03-04T06:46:42
2022-11-04T14:19:16
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As requested in #1981, we need tests for WMT datasets, using dummy data.
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Support CSV as metadata file format in AudioFolder/ImageFolder
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2022-08-09T14:36:49
2022-08-31T11:59:08
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Requested here: https://discuss.huggingface.co/t/how-to-structure-an-image-dataset-repo-using-the-image-folder-approach/21004. CSV is also used in AutoTrain for specifying metadata in image datasets.
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modified tweets hate speech detection
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Spark docs
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
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Added a "Use with Spark" doc page to document `Dataset.from_spark` following https://github.com/huggingface/datasets/pull/5701 cc @maddiedawson
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Empty evidence document ("provenance") in KILT ELI5 dataset
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[ "Why did you close this issue? How did you end up finding the evidence documents? I'm running into a similar issue with other KILT tasks." ]
2021-03-07T15:41:35
2022-12-19T19:25:14
2021-03-17T05:51:01
NONE
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In the original KILT benchmark(https://github.com/facebookresearch/KILT), all samples has its evidence document (i.e. wikipedia page id) for prediction. For example, a sample in ELI5 dataset has the format including provenance (=evidence document) like this `{"id": "1kiwfx", "input": "In Trading Places (1983...
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Fix NonMatchingChecksumError in CRD3 dataset
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3921). All of your documentation changes will be reflected on that endpoint.", "Unrelated test failure. This PR can be merged." ]
2022-03-15T14:27:14
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Fix #3051
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Index error when data is large
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[ "I'm facing this problem while doing my translation of [mteb/stackexchange-clustering](https://huggingface.co/datasets/mteb/stackexchange-clustering). each row has lots of samples (up to 100k samples), because in this dataset, each row represent multiple clusters.\nmy hack is to setting `max_shard_size` to 20Gb or ...
2024-01-18T23:00:47
2025-04-16T04:13:01
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### Describe the bug At `save_to_disk` step, the `max_shard_size` by default is `500MB`. However, one row of the dataset might be larger than `500MB` then the saving will throw an index error. Without looking at the source code, the bug is due to wrong calculation of number of shards which i think is `total_size / m...
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Allow null values in dict columns
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2024-03-19T16:54:22
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Fix #6738
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Tidy up license metadata for google_wellformed_query, newspop, sick
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[ "_The documentation is not available anymore as the PR was closed or merged._", "& thank you!" ]
2022-05-20T10:16:12
2022-05-24T13:50:23
2022-05-24T13:10:27
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Amend three licenses on datasets to fit naming convention (lower case, cc licenses include sub-version number). I think that's it - everything else on datasets looks great & super-searchable now!
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Clicking on a metric in the search page points to datasets page giving "Missing dataset" warning
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[ "Thanks for the report, can reproduce. Will fix", "Fixed now @ogabrielluiz " ]
2020-10-21T22:56:23
2020-10-22T16:19:42
2020-10-22T16:19:42
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Hi! Sorry if this isn't the right place to talk about the website, I just didn't exactly where to write this. Searching a metric in https://huggingface.co/metrics gives the right results but clicking on a metric (E.g ROUGE) points to https://huggingface.co/datasets/rouge. Clicking on a metric without searching point...
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Add spanish billion words
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[ "The tests failed because of ```RemoteDatasetTest``` so I tried ```git rebase``` and messed everything up. I've made a new clean PR (#1347)." ]
2020-12-08T19:18:02
2020-12-08T22:59:38
2020-12-08T21:15:27
CONTRIBUTOR
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Add an unannotated corpus of the Spanish language of nearly 1.5 billion words, compiled from different resources from the web. The dataset needs 10 GB (download: 1.89 GiB, generated: 8.34 GiB, post-processed: Unknown size, total: 10.22 GiB), the test using dummy data pass but my laptop isn't able to run it on the re...
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New feature type: Document
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2024-07-22T10:49:20
2024-07-22T10:49:20
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It would be useful for PDF. https://github.com/huggingface/dataset-viewer/issues/2991#issuecomment-2242656069
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7,381
Iterating over values of a column in the IterableDataset
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[ "I'd be in favor of that ! I saw many people implementing their own iterables that wrap a dataset just to iterate on a single column, that would make things more practical.\n\nKinda related: https://github.com/huggingface/datasets/issues/5847", "(For anyone's information, I'm going on vacation for the next 3 week...
2025-01-28T13:17:36
2025-05-22T18:00:04
2025-05-22T18:00:04
CONTRIBUTOR
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### Feature request I would like to be able to iterate (and re-iterate if needed) over a column of an `IterableDataset` instance. The following example shows the supposed API: ```python def gen(): yield {"text": "Good", "label": 0} yield {"text": "Bad", "label": 1} ds = IterableDataset.from_generator(gen) tex...
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Getting Value Error while loading a dataset..
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[ "Hi! I can't reproduce this error locally (Mac) or in Colab. What version of `datasets` are you using?", "Hi [mariosasko](https://github.com/mariosasko), the datasets version is '2.8.0'.", "@valmetisrinivas you get that error because you imported `datasets` (and thus `fsspec`) before installing `zstandard`.\r\n...
2022-12-23T08:16:43
2022-12-29T08:36:33
2022-12-27T17:59:09
NONE
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### Describe the bug I am trying to load a dataset using Hugging Face Datasets load_dataset method. I am getting the value error as show below. Can someone help with this? I am using Windows laptop and Google Colab notebook. ``` WARNING:datasets.builder:Using custom data configuration default-a1d9e8eaedd958cd ---...
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fix regression
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7558). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-05-07T13:56:03
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reported in https://github.com/huggingface/datasets/pull/7557 (I just reorganized the condition) wanted to apply this change to the original PR but github didn't let me apply it directly - merging this one instead
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Fix dataset builder default version
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[ "_The documentation is not available anymore as the PR was closed or merged._", "This PR requires one of these other PRs being merged first:\r\n- #4359 \r\n- huggingface/doc-builder#211" ]
2022-05-16T09:05:10
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Currently, when using a custom config (subclass of `BuilderConfig`), default version set at the builder level is ignored: we must set default version in the custom config class. However, when loading a dataset with `config_kwargs` (for a configuration not present in `BUILDER_CONFIGS`), the default version set in the...
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7,063
Add `batch` method to `Dataset`
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2024-07-23T07:36:59
2024-07-25T13:45:21
2024-07-25T13:45:21
CONTRIBUTOR
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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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Update ted_talks_iwslt license to include ND
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-08-12T16:14:52
2022-08-14T11:15:22
2022-08-14T11:00:22
CONTRIBUTOR
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Excerpt from the paper's abstract: "Aside from its cultural and social relevance, this content, which is published under the Creative Commons BY-NC-ND license, also represents a precious language resource for the machine translation research community"
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Reuters21578 Couldn't reach
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[ "Hi ! The URL works fine on my side today, could you try again ?", "thank you @lhoestq \r\nit works" ]
2021-11-09T06:08:56
2021-11-11T00:02:57
2021-11-11T00:02:57
NONE
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``## Adding a Dataset - **Name:** *Reuters21578* - **Description:** *ConnectionError: Couldn't reach https://kdd.ics.uci.edu/databases/reuters21578/reuters21578.tar.gz* - **Data:** *https://huggingface.co/datasets/reuters21578* `from datasets import load_dataset` `dataset = load_dataset("reuters21578", 'ModLewis...
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Use config pandas version in CSV dataset builder
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2022-02-15T15:47:49
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Fix #3724.
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TIMIT Dataset not working with GPU
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[ "Hi ! I think you should avoid calling `timit_train['audio']`. Indeed by doing so you're **loading all the audio column in memory**. This is problematic in your case because the TIMIT dataset is huge.\r\n\r\nIf you want to access the audio data of some samples, you should do this instead `timit_train[:10][\"train\"...
2022-01-24T03:26:03
2023-07-25T15:20:20
2023-07-25T15:20:20
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## Describe the bug I am working trying to use the TIMIT dataset in order to fine-tune Wav2Vec2 model and I am unable to load the "audio" column from the dataset when working with a GPU. I am working on Amazon Sagemaker Studio, on the Python 3 (PyTorch 1.8 Python 3.6 GPU Optimized) environment, with a single ml.g4...
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1,153,261,281
I_kwDODunzps5EvV7h
3,795
can not flatten natural_questions dataset
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[ "same issue. downgrade it to a lower version.", "Thanks for reporting, I'll take a look tomorrow :)" ]
2022-02-27T13:57:40
2022-03-21T14:36:12
2022-03-21T14:36:12
NONE
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## Describe the bug after downloading the natural_questions dataset, can not flatten the dataset considering there are `long answer` and `short answer` in `annotations`. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset('natural_questions',cache_dir = 'data/datase...
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Complete rouge kwargs
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2020-10-02T09:59:01
2020-10-02T10:11:04
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In #701 we noticed that some kwargs were missing for rouge
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set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7454). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-03-14T16:48:19
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Don't do unnecessary list type casting to avoid replacing None values by empty lists
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Quick question about the message in the warning. You say \"will be fixed in a future major version\" but don't you mean \"will raise an error in a future major version\"?", "Right ! Good catch, thanks, I updated the message to say ...
2022-05-04T16:37:01
2022-05-06T10:43:58
2022-05-06T10:37:00
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In certain cases, `None` values are replaced by empty lists when casting feature types. It happens every time you cast an array of nested lists like [None, [0, 1, 2, 3]] to a different type (to change the integer precision for example). In this case you'd get [[], [0, 1, 2, 3]] for example. This issue comes from PyA...
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Hendrycks Checksum
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[ "Thanks for reporting, @DanielHesslow. We are fixing it. ", "@albertvillanova thanks for taking care of this so quickly!", "The dataset metadata is fixed. You can download it normally." ]
2022-09-29T06:56:20
2022-09-29T10:23:30
2022-09-29T10:04:20
NONE
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Hi, The checksum for [hendrycks_test](https://huggingface.co/datasets/hendrycks_test) does not compare correctly, I guess it has been updated on the remote. ``` datasets.utils.info_utils.NonMatchingChecksumError: Checksums didn't match for dataset source files: ['https://people.eecs.berkeley.edu/~hendrycks/data....
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Allow latest pyarrow version
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[ "i need some help with this" ]
2021-06-12T14:17:34
2021-07-06T16:54:52
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Allow latest pyarrow version, once that version 4.0.1 fixes the segfault bug introduced in version 4.0.0. Close #2489.
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3,891
Fix race condition in doc build
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3891). All of your documentation changes will be reflected on that endpoint." ]
2022-03-10T17:17:10
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Following https://github.com/huggingface/datasets/runs/5499386744 it seems that race conditions that create issues when updating the doc. I took the same approach as in `transformers` to fix race conditions
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Some datasets miss dataset_infos.json or dummy_data.zip
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[ "Thanks for reporting.\r\nWe should indeed add all the missing dummy_data.zip and also the dataset_infos.json at least for lm1b, reclor and wikihow.\r\n\r\nFor c4 I haven't tested the script and I think we'll require some optimizations regarding beam datasets before processing it.\r\n", "Closing since the dummy d...
2021-01-07T14:17:13
2022-11-04T15:11:16
2022-11-04T15:06:00
CONTRIBUTOR
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While working on dataset REAME generation script at https://github.com/madlag/datasets_readme_generator , I noticed that some datasets miss a dataset_infos.json : ``` c4 lm1b reclor wikihow ``` And some does not have a dummy_data.zip : ``` kor_nli math_dataset mlqa ms_marco newsgroup qa4mre qanga...
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passing parameters to the method passed to Dataset.from_generator()
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[ "Hi! Yes, you can either use the `gen_kwargs` param in `Dataset.from_generator` (`ds = Dataset.from_generator(gen, gen_kwargs={\"param1\": val})`) or wrap the generator function with `functools.partial`\r\n(`ds = Dataset.from_generator(functools.partial(gen, param1=\"val\"))`) to pass custom parameters to it.\r\n" ...
2022-09-26T15:20:06
2022-10-03T13:00:00
2022-10-03T13:00:00
NONE
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Big thanks for providing dataset creation via a generator. I want to ask whether there is any way that parameters can be passed to the method Dataset.from_generator() method, like as follows. ``` from datasets import Dataset def gen(param1): for idx in len(custom_dataset): yield custom_dataset[id...
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PR_kwDODunzps4wXM8H
3,501
Update pib dataset card
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2021-12-29T10:14:40
2021-12-29T11:13:21
2021-12-29T11:13:21
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Related to #3496
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1,113,017,522
I_kwDODunzps5CV0yy
3,625
Add a metadata field for when source data was produced
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[ "A question to the datasets maintainers: is there a policy about how the set of allowed metadata fields is maintained and expanded?\r\n\r\nMetadata are very important, but defining the standard is always a struggle between allowing exhaustivity without being too complex. Archivists have Dublin Core, open data has h...
2022-01-24T18:52:39
2022-06-28T13:54:49
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MEMBER
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**Is your feature request related to a problem? Please describe.** The current problem is that information about when source data was produced is not easily visible. Though there are a variety of metadata fields available in the dataset viewer, time period information is not included. This feature request suggests mak...
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Swedish MT STS-B
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2020-12-03T19:06:25
2020-12-04T20:22:27
2020-12-03T20:44:28
CONTRIBUTOR
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Added a Swedish machine translated version of the well known STS-B Corpus
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1,024,893,493
I_kwDODunzps49FqI1
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Custom plain text dataset, plain json dataset and plain csv dataset are remove from datasets template folder
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[ "Hi @zixiliuUSC, \r\n\r\nAs explained in the documentation (https://huggingface.co/docs/datasets/loading.html#json), we support loading any dataset in JSON (as well as CSV, text, Parquet) format:\r\n```python\r\nds = load_dataset('json', data_files='my_file.json')\r\n```" ]
2021-10-13T07:32:10
2021-10-13T08:27:04
2021-10-13T08:27:03
NONE
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## Adding a Dataset - **Name:** text, json, csv - **Description:** I am developing a customized dataset loading script. The problem is mainly about my custom dataset is seperate into many files and I only find a dataset loading template in [https://github.com/huggingface/datasets/blob/1.2.1/datasets/json/json.py](ht...
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IndexError: list index out of range with data hosted on Zenodo
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[ "This error is also raised when data is hosted on Google Drive:\r\n- https://huggingface.co/datasets/docred/discussions/5\r\n- https://huggingface.co/datasets/linnaeus/discussions/3\r\n- https://huggingface.co/datasets/poleval2019_mt/discussions/3\r\n- https://huggingface.co/datasets/reddit_tifu/discussions/2\r\n- ...
2023-05-15T13:47:19
2023-09-25T12:09:51
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The dataset viewer sometimes raises an `IndexError`: ``` IndexError: list index out of range ``` See: - huggingface/datasets-server#1151 - https://huggingface.co/datasets/reddit/discussions/5 - huggingface/datasets-server#1118 - https://huggingface.co/datasets/krr-oxford/OntoLAMA/discussions/1 - https://hu...
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