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Fix duplicate key in multi_news
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-04-13T18:48:24Z
2022-04-13T21:04:16Z
2022-04-13T20:58:02Z
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To merge after this job succeeded: https://github.com/huggingface/datasets/runs/6012207928
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ETT time series dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "thank you!\r\n" ]
2022-04-25T13:26:18Z
2022-05-05T12:19:21Z
2022-05-05T12:10:35Z
CONTRIBUTOR
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Ready for review.
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2,391
Missing original answers in kilt-TriviaQA
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[ "That could be useful indeed! Feel free to open a PR on the dataset card if you already have some code that runs, otherwise we'll take care of it soon :) ", "I can open a PR but there is 2 details to fix:\r\n- the name for the corresponding key (e.g. `original_answer`)\r\n- how to implement it: I’m not sure what ...
2021-05-21T14:57:07Z
2021-06-14T17:29:11Z
2021-06-14T17:29:11Z
CONTRIBUTOR
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I previously opened an issue at https://github.com/facebookresearch/KILT/issues/42 but from the answer of @fabiopetroni it seems that the problem comes from HF-datasets ## Describe the bug The `answer` field in kilt-TriviaQA, e.g. `kilt_tasks['train_triviaqa'][0]['output']['answer']` contains a list of alternative ...
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Support streaming compguesswhat dataset
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Support streaming `compguesswhat` dataset. Fix #3191.
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[ "Hi, thanks for reporting! If there are no examples in ImageFolder, the `label` column is of type `ClassLabel(names=[])`, which leads to an error in [this line](https://github.com/huggingface/datasets/blob/c15b391942764152f6060b59921b09cacc5f22a6/src/datasets/arrow_writer.py#L387) as `asdict(info)` calls `Features(...
2022-07-14T10:57:55Z
2022-07-25T12:37:54Z
2022-07-25T12:37:54Z
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## Describe the bug Loading an image dataset with `imagefolder` throws `IndexError: list index out of range` when the given folder contains a non-image file (like a csv). ## Steps to reproduce the bug Put a csv file in a folder with images and load it: ```python import datasets datasets.load_dataset("imagefold...
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Adding wiki asp dataset as new PR
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2020-12-20T10:25:08Z
2020-12-21T14:13:33Z
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Hi @lhoestq, Adding wiki asp as new branch because #1539 has other commits. This version has dummy data for each domain <20/30KB.
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Support streaming datasets that use pathlib
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[ "I've tried https://github.com/huggingface/datasets/issues/2866 again, and I get the same error.\r\n\r\n```python\r\nimport datasets as ds\r\nds.load_dataset('counter', split=\"train\", streaming=False)\r\n```", "@severo Issue #2866 is not fully fixed yet: multiple patches need to be implemented for `pathlib`, as...
2021-09-07T07:35:49Z
2021-09-07T18:25:22Z
2021-09-07T11:41:15Z
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This PR extends the support in streaming mode for datasets that use `pathlib.Path`. Related to: #2866. CC: @severo
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added ReDial dataset
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[ "merging since the CI is fixed on master" ]
2020-12-05T20:04:18Z
2020-12-07T13:21:43Z
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Updating README Dataset link: https://redialdata.github.io/website/datasheet
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Add SLR70 - SLR80 and SLR86 to OpenSLR dataset
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2021-04-14T12:09:18Z
2021-04-14T13:50:19Z
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I would like to add SLR70, SLR71, SLR72, SLR73, SLR74, SLR75, SLR76, SLR77, SLR78, SLR79, SLR80 and SLR86 to OpenSLR dataset. The languages are: Nigerian English, Chilean Spanish, Columbian Spanish, Peruvian Spanish, Puerto Rico Spanish, Venezuelan Spanish, Basque, Galician, Gujarati and Kannada.
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[feat] Add tqdm arguments
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2022-03-08T01:53:25Z
2022-12-16T05:34:07Z
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In this PR, tqdm arguments can be passed to the map() function and such, in order to be more flexible.
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[ "Hi @EntilZha - sorry for waiting so long until taking action here. We created a new command and a new recipe of how to add dummy_data. Can you maybe rebase to `master` as explained in 7. of https://github.com/huggingface/nlp/blob/master/CONTRIBUTING.md#how-to-contribute-to-nlp and check that your dummy data is cor...
2020-05-19T16:03:01Z
2020-05-26T12:52:31Z
2020-05-26T12:52:31Z
CONTRIBUTOR
null
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This PR adds the qanta question answering datasets from [Quizbowl: The Case for Incremental Question Answering](https://arxiv.org/abs/1904.04792) and [Trick Me If You Can: Human-in-the-loop Generation of Adversarial Question Answering Examples](https://www.aclweb.org/anthology/Q19-1029/) (adversarial fold) This part...
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1,052,346,381
I_kwDODunzps4-uYgN
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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
NONE
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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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RGBA images not showing
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[ "Thanks for reporting. It's a known issue, and we hope to fix it soon.", "Fixed, thanks!" ]
2022-04-13T06:59:23Z
2022-06-21T16:43:11Z
2022-06-21T16:43:11Z
CONTRIBUTOR
null
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## Dataset viewer issue for ceyda/smithsonian_butterflies_transparent [**Link:** *link to the dataset viewer page*](https://huggingface.co/datasets/ceyda/smithsonian_butterflies_transparent) ![image](https://user-images.githubusercontent.com/15624271/163117683-e91edb28-41bf-43d9-b371-5c62e14f40c9.png) Am I the...
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arXiv dataset added
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[ "Need help" ]
2020-12-07T14:23:33Z
2020-12-08T14:07:15Z
2020-12-08T14:07:15Z
CONTRIBUTOR
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Validate non-empty data_files
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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...
2023-04-27T09:51:36Z
2023-04-27T14:59:47Z
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This PR adds validation of `data_files`, so that they are non-empty (str, list, or dict) or `None` (default). See: https://github.com/huggingface/datasets/pull/5787#discussion_r1178862327
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Pin TensorFlow temporarily
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-09-08T13:46:15Z
2022-09-08T14:12:33Z
2022-09-08T14:10:03Z
MEMBER
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Temporarily fix TensorFlow until a permanent solution is found. Related to: - #4953
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Add oversampling strategy iterable datasets interleave
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-09-28T10:10:23Z
2022-09-30T12:30:48Z
2022-09-30T12:28:23Z
CONTRIBUTOR
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Hello everyone, Following the issue #4893 and the PR #4831, I propose here an oversampling strategy for a `IterableDataset` list. The `all_exhausted` strategy stops building the new dataset as soon as all samples in each dataset have been added at least once. It follows roughly the same logic behind #4831, namely...
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`udhr` doesn't load, dataset checksum mismatch
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2022-05-17T13:47:09Z
2022-06-08T19:11:21Z
2022-06-08T19:11:21Z
CONTRIBUTOR
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## Describe the bug Loading `udhr` fails due to a checksum mismatch for some source files. Looks like both of the source files on unicode.org have changed: size + checksum in datasets repo: ``` (hfdev) leon@blade:~/datasets/datasets/udhr$ jq .default.download_checksums < dataset_infos.json { "https://unicode...
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2023-02-22T12:48:52Z
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Fix incorrect MRQA train+SQuAD URL
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[ "Thanks ! could you regenerate the dataset_infos.json file ?\r\n\r\n```\r\ndatasets-cli test ./datasets/mrqa --save_infos --all_configs --ignore_verifications\r\n```\r\n\r\nalso cc @VictorSanh ", "Oooops, good catch @jimmycode ", "> Thanks ! could you regenerate the dataset_infos.json file ?\r\n> \r\n> ```\r\n>...
2020-12-04T14:14:26Z
2020-12-06T17:14:11Z
2020-12-06T17:14:10Z
CONTRIBUTOR
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Fix issue #1115
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Deal with the bad check in test_load.py
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[ "Hi ! I did a change for this test already in #2662 :\r\n\r\nhttps://github.com/huggingface/datasets/blob/00686c46b7aaf6bfcd4102cec300a3c031284a5a/tests/test_load.py#L312-L316\r\n\r\n(though I have to change the variable name `m_combined_path` to `m_url` or something)\r\n\r\nI guess it's ok to remove this check for...
2021-07-27T20:23:23Z
2021-07-28T09:58:34Z
2021-07-28T08:53:18Z
CONTRIBUTOR
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This PR removes a check that's been added in #2684. My intention with this check was to capture an URL in the error message, but instead, it captures a substring of the previous regex match in the test function. Another option would be to replace this check with: ```python m_paths = re.findall(r"\S*_dummy/_dummy.py\b...
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fix: fix wrong modification of the 'cache_file_name' -related paramet…
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[ "Have you tried to set the cache file names if `keep_in_memory`is True ?\r\n\r\n```diff\r\n- if self.cache_files:\r\n+ if self.cache_files and not keep_in_memory:\r\n```\r\n\r\nThis way it doesn't change the indice cache arguments and leave them as `None`", "@lhoestq \r\nRegarding what you suggest:\r\nThe thing i...
2023-04-03T18:05:26Z
2023-04-06T17:17:27Z
null
NONE
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…ers values in 'train_test_split' + fix bad interaction between 'keep_in_memory' and 'cache_file_name' -related parameters (#5699)
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AttributeError: module 'pyarrow' has no attribute 'PyExtensionType' during import
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[ "Hi ! I'm not able to reproduce the issue. Can you try restarting your runtime ?\r\n\r\nThe PyExtensionType is available in pyarrow starting 0.17.1 iirc. If restarting your runtime doesn't fix this, can you try updating pyarrow ?\r\n```\r\npip install pyarrow --upgrade\r\n```", "We should bump up the version test...
2021-01-26T04:18:35Z
2022-10-05T12:37:06Z
2022-10-05T12:37:06Z
NONE
null
null
null
I'm using Colab. And suddenly this morning, there is this error. Have a look below! ![screenshot-colab research google com-2021 01 26-08-15-36](https://user-images.githubusercontent.com/45964869/105799890-fdaf3b80-5fae-11eb-8f06-11b65cdccc30.png)
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3,611
Indexing bug after dataset.select()
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null
[ "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
NONE
null
null
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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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813,599,733
MDU6SXNzdWU4MTM1OTk3MzM=
1,924
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
CONTRIBUTOR
null
null
null
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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2,847
fix regex to accept negative timezone
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2021-08-27T20:54:05Z
2021-09-13T20:39:50Z
2021-09-07T09:34:23Z
CONTRIBUTOR
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0
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fix #2846
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I_kwDODunzps5jAAGn
5,726
Fallback JSON Dataset loading does not load all values when features specified manually
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[ "Thanks for reporting, @myluki2000.\r\n\r\nI am working on a fix." ]
2023-04-10T15:22:14Z
2023-04-21T06:35:28Z
2023-04-21T06:35:28Z
NONE
null
null
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### Describe the bug The fallback JSON dataset loader located here: https://github.com/huggingface/datasets/blob/1c4ec00511868bd881e84a6f7e0333648d833b8e/src/datasets/packaged_modules/json/json.py#L130-L153 does not load the values of features correctly when features are specified manually and not all features...
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734,693,652
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792
KILT dataset: empty string in triviaqa input field
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[ "Just found out about https://github.com/huggingface/datasets/blob/master/datasets/kilt_tasks/README.md\r\n(Not very clear in https://huggingface.co/datasets/kilt_tasks links to http://github.com/huggingface/datasets/datasets/kilt_tasks/README.md which is dead, closing the issue though :))" ]
2020-11-02T17:33:54Z
2020-11-05T10:34:59Z
2020-11-05T10:34:59Z
CONTRIBUTOR
null
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# What happened Both train and test splits of the triviaqa dataset (part of the KILT benchmark) seem to have empty string in their input field (unlike the natural questions dataset, part of the same benchmark) # Versions KILT version is `1.0.0` `datasets` version is `1.1.2` [more here](https://gist.github.com/Pa...
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2,005
Setting to torch format not working with torchvision and MNIST
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[ "Adding to the previous information, I think `torch.utils.data.DataLoader` is doing some conversion. \r\nWhat I tried:\r\n```python\r\ntrain_dataset = load_dataset('mnist')\r\n```\r\nI don't use any `map` or `set_format` or any `transform`. I use this directly, and try to load batches using the `DataLoader` with ba...
2021-03-08T07:38:11Z
2021-03-09T17:58:13Z
2021-03-09T17:58:13Z
CONTRIBUTOR
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Hi I am trying to use `torchvision.transforms` to handle the transformation of the image data in the `mnist` dataset. Assume I have a `transform` variable which contains the `torchvision.transforms` object. A snippet of what I am trying to do: ```python def prepare_features(examples): images = [] labe...
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Error at the first example in README: AttributeError: module 'dill' has no attribute '_dill'
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[ "It looks like the bug comes from `dill`. Which version of `dill` are you using ?", "Thank you. It is version 0.2.6, which version is better?", "0.2.6 is three years old now, maybe try a more recent one, e.g. the current 0.3.2 if you can?", "Thanks guys! I upgraded dill and it works.", "Awesome" ]
2020-06-19T11:01:22Z
2020-06-21T09:05:11Z
2020-06-21T09:05:11Z
NONE
null
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/Users/parasol_tree/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:469: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'. _np_qint8 = np.dtype([("qint8", np.int8, 1)]) /Users/...
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6,377
Support pyarrow 14.0.0
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2023-11-02T10:22:08Z
2023-11-02T15:15:45Z
2023-11-02T15:15:45Z
MEMBER
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Support pyarrow 14.0.0 by fixing the root cause of: - #6374 and revert: - #6375
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1,231,047,051
I_kwDODunzps5JYEmL
4,304
Language code search does direct matches
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[ "Thanks for reporting ! I forwarded the issue to the front-end team :)\r\n\r\nWill keep you posted !\r\n\r\nI also changed the tagging app to suggest two letters code for now." ]
2022-05-10T11:59:16Z
2022-05-10T12:38:42Z
null
CONTRIBUTOR
null
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null
## Describe the bug Hi. Searching for bcp47 tags that are just the language prefix (e.g. `sq` or `da`) excludes datasets that have added extra information in their language metadata (e.g. `sq-AL` or `da-bornholm`). The example codes given in the [tagging app](https://huggingface.co/spaces/huggingface/datasets-taggin...
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Add logic for hashing modules/functions optimized with `torch.compile`
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[ "<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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-05-15T19:03:35Z
2023-11-27T20:03:32Z
2023-11-27T20:03:31Z
CONTRIBUTOR
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Fix https://github.com/huggingface/datasets/issues/5839 PS: The `Pickler.save` method is becoming a bit messy, so I plan to refactor the pickler a bit at some point.
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832
[GEM] add WikiAuto text simplification dataset
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2020-11-10T16:53:23Z
2020-12-03T13:38:08Z
2020-12-03T13:38:08Z
MEMBER
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## Adding a Dataset - **Name:** WikiAuto - **Description:** Sentences in English Wikipedia and their corresponding sentences in Simple English Wikipedia that are written with simpler grammar and word choices. A lot of lexical and syntactic paraphrasing. - **Paper:** https://www.aclweb.org/anthology/2020.acl-main.70...
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How can I compute BLEU-4 score use `load_metric` ?
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2021-08-26T17:36:37Z
2021-08-27T08:13:24Z
2021-08-27T08:13:24Z
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I have found the sacrebleu metric. But, I do not know the difference between it and BLEU-4. If I want to compute BLEU-4 score, what can i do?
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[Cleanup] Removes all files in testing except test_dataset_common
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2020-04-30T16:45:21Z
2020-04-30T17:39:25Z
2020-04-30T17:39:23Z
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As far as I know, all files in `tests` were old `tfds test files` so I removed them. We can still look them up on the other library.
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Regarding Test Sets for the GEM datasets
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[ "Hi @vyraun ! The test references for CommonGen are not publicly available: you can reach out to the original dataset authors if you would like to ask for them, but we will not be releasing them as part of GEM (March 31st was the release date for the test set inputs, references are incidentally released for some of...
2021-04-04T02:02:45Z
2021-04-06T08:13:12Z
2021-04-06T08:13:12Z
NONE
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@yjernite Hi, are the test sets for the GEM datasets scheduled to be [added soon](https://gem-benchmark.com/shared_task)? e.g. ``` from datasets import load_dataset DATASET_NAME="common_gen" data = load_dataset("gem", DATASET_NAME) ``` The test set doesn't have the target or references. ``` data['test...
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fixes issue #1110 by descending further if `obj["_type"]` is a dict
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2021-03-22T21:00:55Z
2021-03-22T21:01:11Z
2021-03-22T21:01:11Z
CONTRIBUTOR
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Check metrics
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Add `data_dir` to `data_files` resolution and misc improvements to HfFileSystem
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2022-02-25T18:26:35Z
2022-03-01T13:10:43Z
2022-03-01T13:10:42Z
CONTRIBUTOR
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As discussed in https://github.com/huggingface/datasets/pull/2830#issuecomment-1048989764, this PR adds a QOL improvement to easily reference the files inside a directory in `load_dataset` using the `data_dir` param (very handy for ImageFolder because it avoids globbing, but also useful for the other loaders). Addition...
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Fix type hint and documentation for `new_fingerprint`
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2022-05-12T11:05:08Z
2022-06-01T13:04:45Z
2022-06-01T12:56:18Z
CONTRIBUTOR
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Currently, there are no type hints nor `Optional` for the argument `new_fingerprint` in several methods of `datasets.arrow_dataset.Dataset`. There was some documentation missing as well. Note that pylance is happy with the type hints, but pyright does not detect that `new_fingerprint` is set within the decorator....
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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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Issue #1895: Bugfix for string_to_arrow timestamp[ns] support
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[ "OK! Thank you for the review - I will follow up with a separate PR for the comments here (https://github.com/huggingface/datasets/pull/1900#discussion_r578319725)!" ]
2021-02-17T20:26:04Z
2021-02-19T18:27:11Z
2021-02-19T18:27:11Z
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Should resolve https://github.com/huggingface/datasets/issues/1895 The main part of this PR adds additional parsing in `string_to_arrow` to convert the timestamp dtypes that result from `str(pa_type)` back into the pa.DataType TimestampType. While adding unit-testing, I noticed that support for the double/float t...
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Add MetaShift dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@lhoestq Please could you review this when you get time. Thank you.", "Thanks a lot for your inputs @mariosasko .\r\n> Maybe we can add the generated meta-graphs to the card as images (with attributions)?\r\n\r\nYes. We can do this...
2022-03-12T08:44:18Z
2022-04-01T16:59:48Z
2022-04-01T15:16:30Z
CONTRIBUTOR
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This PR adds the MetaShift dataset. Dataset Request : Add MetaShift dataset [#3813](https://github.com/huggingface/datasets/issues/3813) @lhoestq As discussed, - I have copied the preprocessing script and modified it as required to not create new directories and folders and instead yield the images. - I do ...
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Add The Pile USPTO subset
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2021-12-03T11:45:29Z
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Add: - USPTO subset of The Pile: "uspto" config Close bigscience-workshop/data_tooling#297. CC: @StellaAthena
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4233). All of your documentation changes will be reflected on that endpoint." ]
2022-04-27T01:32:09Z
2022-04-27T05:29:30Z
2022-04-27T01:32:23Z
NONE
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actually uses the previously declared VERSION on the configs in the template
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Is there support for Deep learning datasets?
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[ "Hi @ZurMaD!\r\nThanks for your interest in 🤗 `datasets`. Support for image datasets is at an early stage, with CIFAR-10 added in #1617 \r\nMNIST is also on the way: #1730 \r\n\r\nIf you feel like adding another image dataset, I would advise starting by reading the [ADD_NEW_DATASET.md](https://github.com/huggingfa...
2021-01-12T20:22:41Z
2021-03-31T04:24:07Z
2021-03-31T04:24:07Z
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I looked around this repository and looking the datasets I think that there's no support for images-datasets. Or am I missing something? For example to add a repo like this https://github.com/DZPeru/fish-datasets
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split cache used when processing different split
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[ "I was not able to reproduce this behavior (I tried without using pytorch lightning though, since I don't know what code you ran in pytorch lightning to get this).\r\n\r\nIf you can provide a MWE that would be perfect ! :)", "Hi, I think the issue happened because I was loading datasets under an `if` ... `else` s...
2022-06-20T08:44:58Z
2022-06-28T14:04:58Z
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CONTRIBUTOR
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## Describe the bug` ``` ds1 = load_dataset('squad', split='validation') ds2 = load_dataset('squad', split='train') ds1 = ds1.map(some_function) ds2 = ds2.map(some_function) assert ds1 == ds2 ``` This happens when ds1 and ds2 are created in `pytorch_lightning.DataModule` through ``` class myDataModule: ...
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document fix in opus_gnome dataset
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[ "Duplicate:\r\n- #4806 " ]
2022-08-09T06:38:13Z
2022-08-09T07:28:03Z
2022-08-09T07:28:03Z
CONTRIBUTOR
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I fixed a issue #4805. I changed `"gnome"` to `"opus_gnome"` in[ README.md](https://github.com/huggingface/datasets/tree/main/datasets/opus_gnome#dataset-summary).
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Docstring mistake: dataset vs. metric
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[ "> I can provide a PR l8er...\r\n\r\nSee #2425 " ]
2021-05-27T13:39:11Z
2021-06-01T08:18:04Z
2021-06-01T08:18:04Z
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This: https://github.com/huggingface/datasets/blob/d95b95f8cf3cb0cff5f77a675139b584dcfcf719/src/datasets/load.py#L582 Should better be something like: `a metric identifier on HuggingFace AWS bucket (list all available metrics and ids with ``datasets.list_metrics()``)` I can provide a PR l8er...
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[ "Also, mayjor issue for me is the format issue, even if I go through changing the whole code to use load_from_disk, then if I do \r\n\r\nd = datasets.load_from_disk(\"imdb\")\r\nd = d[\"train\"][:10] => the format of this is no more in datasets format\r\nthis is different from you call load_datasets(\"train[10]\")\...
2020-12-30T21:56:20Z
2022-10-05T12:42:12Z
2022-10-05T12:42:12Z
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Hi I am getting this connection issue, resulting in large failure on cloud, @lhoestq I appreciate your help on this. If I want to keep the codes the same, so not using save_to_disk, load_from_disk, but save the datastes in the way load_dataset reads from and copy the files in the same folder the datasets library r...
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Add IWSLT'15 English-Vietnamese machine translation Data
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[ "Thanks ! feel free to ping me once you've added the tags in the dataset card :) ", "merging since the CI is fixed on master" ]
2020-12-06T10:36:31Z
2020-12-11T18:26:51Z
2020-12-11T18:26:51Z
CONTRIBUTOR
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Preprocessed Dataset from IWSLT'15 English-Vietnamese machine translation: English-Vietnamese. from https://nlp.stanford.edu/projects/nmt/data/iwslt15.en-vi/
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add new dataset kan_hope
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2021-09-29T05:20:28Z
2021-10-01T16:55:19Z
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## Adding a Dataset - **Name:** *KanHope* - **Description:** *A code-mixed English-Kannada dataset for Hope speech detection* - **Task:** *Binary Text Classification* - **Paper:** *https://arxiv.org/abs/2108.04616* - **Data:** *https://github.com/adeepH/kan_hope/tree/main/dataset* - **Motivation:** *The dataset ...
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2020-12-02T17:51:35Z
2020-12-03T15:04:46Z
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http://evidence-inference.ebm-nlp.com/download/ https://arxiv.org/pdf/2005.04177.pdf
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[ "Hi @eladsegal, thanks for reporting.\r\n\r\n@mariosasko I saw you are already working on this, but maybe my comment will be useful to you.\r\n\r\nAll values are casted to their corresponding feature type (including `None` values). For example if the feature type is `Value(\"bool\")`, `None` is casted to `False`.\r...
2021-10-29T15:23:53Z
2021-12-11T01:16:40Z
2021-12-09T14:26:57Z
CONTRIBUTOR
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## Describe the bug When loading a dataset `None` values of the type `NoneType` are converted to `'None'` of the type `str`. ## Steps to reproduce the bug ```python from datasets import load_dataset qasper = load_dataset("qasper", split="train", download_mode="reuse_cache_if_exists") print(qasper[60]["full_text...
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Add id_puisi dataset
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2020-12-26T12:41:55Z
2020-12-30T16:34:17Z
2020-12-30T16:34:17Z
CONTRIBUTOR
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Puisi (poem) is an Indonesian poetic form. The dataset contains 7223 Indonesian puisi with its title and author. :)
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Make `ted_talks_iwslt` dataset streamable
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[ "Thanks for adding this @mariosasko! It worked for me when running it with a local data file, however, when using the file on Google Drive I get the following error:\r\n```Python\r\nds = load_dataset(\"./ted_talks_iwslt\",\"eu_ca_2014\", streaming=True, split=\"train\", use_auth_token=True)\r\nnext(iter(ds))\r\n```...
2022-01-26T18:07:56Z
2022-10-04T09:36:23Z
2022-10-03T09:44:47Z
CONTRIBUTOR
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Dataset Viewer issue for universal_dependencies
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[ "Thanks, looking at it!", "Finally fixed! We updated the dataset viewer and it fixed the issue.\r\n\r\nhttps://huggingface.co/datasets/universal_dependencies/viewer/aqz_tudet/train\r\n\r\n<img width=\"1561\" alt=\"Capture d’écran 2022-09-07 à 13 29 18\" src=\"https://user-images.githubusercontent.com/1676121/18...
2022-06-29T08:50:29Z
2022-09-07T11:29:28Z
2022-09-07T11:29:27Z
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### Link https://huggingface.co/datasets/universal_dependencies ### Description invalid json response body at https://datasets-server.huggingface.co/splits?dataset=universal_dependencies reason: Unexpected token I in JSON at position 0 ### Owner _No response_
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add Toronto Books Corpus
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2020-05-18T17:54:45Z
2020-06-11T07:49:15Z
2020-05-19T07:34:56Z
CONTRIBUTOR
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This PR adds the Toronto Books Corpus. . It on consider TMX and plain text files (Moses) defined in the table **Statistics and TMX/Moses Downloads** [here](http://opus.nlpl.eu/Books.php )
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Local paths in common voice
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[ "I just changed to `dl_manager.is_streaming` rather than an additional parameter `streaming` that has to be handled by the DatasetBuilder class - this way the streaming logic doesn't interfere with the base builder's code.\r\n\r\nI think it's better this way, but let me know if you preferred the previous way and I ...
2022-02-16T15:01:29Z
2022-09-21T14:58:38Z
2022-02-22T09:13:43Z
MEMBER
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Continuation of https://github.com/huggingface/datasets/pull/3664: - pass the `streaming` parameter to _split_generator - update @anton-l's code to use this parameter for `common_voice` - add a comment to explain why we use `download_and_extract` in non-streaming and `iter_archive` in streaming Now the `common_...
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Fix issue 6: error when the citation is missing in the DatasetInfo
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2020-04-17T08:04:26Z
2020-04-29T09:27:11Z
2020-04-20T13:24:12Z
CONTRIBUTOR
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Question (potential issue?) related to datasets caching
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[ "An educated guess: does this refer to the fact that depending on the custom column names in the dataset files (csv in this case), there is a dataset loader being created? and this dataset loader - using the \"custom data configuration\" is used among all jobs running using this particular csv files? (thinking out ...
2021-04-08T00:16:28Z
2023-01-03T18:30:38Z
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I thought I had disabled datasets caching in my code, as follows: ``` from datasets import set_caching_enabled ... def main(): # disable caching in datasets set_caching_enabled(False) ``` However, in my log files I see messages like the following: ``` 04/07/2021 18:34:42 - WARNING - datasets.build...
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Update audio installation doc page
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[ "Totally agree, the docs should be in sync with our code.\r\n\r\nIndeed to avoid confusing users, I think we should have updated the docs at the same time as this PR:\r\n- #5167", "@albertvillanova yeah sure I should have, but I forgot back then, sorry for that 😶", "No, @polinaeterna, nothing to be sorry about...
2023-02-01T19:07:50Z
2023-03-02T16:08:17Z
2023-03-02T16:08:17Z
CONTRIBUTOR
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Our [installation documentation page](https://huggingface.co/docs/datasets/installation#audio) says that one can use Datasets for mp3 only with `torchaudio<0.12`. `torchaudio>0.12` is actually supported too but requires a specific version of ffmpeg which is not easily installed on all linux versions but there is a cust...
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Remove unncessary 'pylint disable' message in ReadMe
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2022-03-17T11:16:55Z
2022-04-12T14:28:35Z
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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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2,360
Automatically detect datasets with compatible task schemas
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2021-05-14T14:23:40Z
2021-05-14T14:23:40Z
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See description of #2255 for details.
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1,069,195,887
I_kwDODunzps4_uqJv
3,365
Add task tags for multimodal datasets
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[ "The Hub pulls these tags from [here](https://github.com/huggingface/hub-docs/blob/main/js/src/lib/interfaces/Types.ts) (allows multimodal tasks) now, so I'm closing this issue." ]
2021-12-02T06:58:20Z
2023-07-25T18:21:33Z
2023-07-25T18:21:32Z
MEMBER
null
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## **Is your feature request related to a problem? Please describe.** Currently, task tags are either exclusively related to text or speech processing: - https://github.com/huggingface/datasets/blob/master/src/datasets/utils/resources/tasks.json ## **Describe the solution you'd like** We should also add tasks...
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1,269,518,084
PR_kwDODunzps45kP88
4,486
Add CCAgT dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hi! Excellent job @johnnv1! There were typos/missing words in the card, so I took the liberty to rewrite some parts to make them easier to understand. Let me know if you are ok with the changes. Also, feel free to add some info under...
2022-06-13T14:20:19Z
2022-07-04T14:37:03Z
2022-07-04T14:25:45Z
NONE
null
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As described in #4075 I could not generate the dummy data. Also, on the data repository isn't provided the split IDs, but I copy the functions that provide the correct data split. In summary, to have a better distribution, the data in this dataset should be separated based on the amount of NORs in each image.
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1,099,214,403
PR_kwDODunzps4wzSOL
3,564
Add the KMWP & DKTC dataset.
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[ "I reflect your review. cc. @lhoestq ", "Ah sorry, I missed KMWP comment, wait.", "I request 2 new pull requests. #3569 #3570" ]
2022-01-11T14:14:08Z
2022-01-12T15:33:49Z
2022-01-12T15:33:28Z
NONE
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Add the DKTC dataset. - https://github.com/tunib-ai/DKTC
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3,305
asserts replaced with exception for ``fingerprint.py``, ``search.py``, ``arrow_writer.py`` and ``metric.py``
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2021-11-20T14:51:23Z
2021-11-22T18:24:32Z
2021-11-22T17:08:13Z
CONTRIBUTOR
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Addresses #3171 Fixes exception for ``fingerprint.py``, ``search.py``, ``arrow_writer.py`` and ``metric.py`` and modified tests
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1,650
Update README.md
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2020-12-28T19:09:05Z
2020-12-29T10:43:14Z
2020-12-29T10:43:14Z
CONTRIBUTOR
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added dataset summary
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2,925
Add tutorial for no-code dataset upload
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[ "Cool, love it ! :)\r\n\r\nFeel free to add a paragraph saying how to load the dataset:\r\n```python\r\nfrom datasets import load_dataset\r\n\r\ndataset = load_dataset(\"stevhliu/demo\")\r\n\r\n# or to separate each csv file into several splits\r\ndata_files = {\"train\": \"train.csv\", \"test\": \"test.csv\"}\r\nd...
2021-09-15T18:54:42Z
2021-09-27T17:51:55Z
2021-09-27T17:51:55Z
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This PR is for a tutorial for uploading a dataset to the Hub. It relies on the Hub UI elements to upload a dataset, introduces the online tagging tool for creating tags, and the Dataset card template to get a head start on filling it out. The addition of this tutorial should make it easier for beginners to upload a dat...
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5,484
Update docs for `nyu_depth_v2` dataset
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[ "I think I need to create another PR on https://huggingface.co/datasets/huggingface/documentation-images/tree/main/datasets for hosting the images there?", "_The documentation is not available anymore as the PR was closed or merged._", "Thanks for the update @awsaf49 !", "> Thanks a lot for the updates!\r\n> ...
2023-01-30T17:37:08Z
2023-09-29T06:43:11Z
2023-02-05T14:15:04Z
CONTRIBUTOR
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This PR will fix the issue mentioned in #5461. Here is brief overview, ## Bug: Discrepancy between depth map of `nyu_depth_v2` dataset [here](https://huggingface.co/docs/datasets/main/en/depth_estimation) and actual depth map. Depth values somehow got **discretized/clipped** resulting in depth maps that are diffe...
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149
[Feature request] Add Ubuntu Dialogue Corpus dataset
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[ "@AlphaMycelium the Ubuntu Dialogue Corpus [version 2]( https://github.com/rkadlec/ubuntu-ranking-dataset-creator) is added. Note that it requires a manual download by following the download instructions in the [repos]( https://github.com/rkadlec/ubuntu-ranking-dataset-creator).\r\nMaybe we can close this issue for...
2020-05-17T15:42:39Z
2020-05-18T17:01:46Z
2020-05-18T17:01:46Z
NONE
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https://github.com/rkadlec/ubuntu-ranking-dataset-creator or http://dataset.cs.mcgill.ca/ubuntu-corpus-1.0/
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feat(dataset): multiprocessing _generate_examples
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[ "I agree that would be cool :)\r\nRight now the only distributed dataset builder is based on Apache Beam so you can use distributed processing frameworks like Dataflow, Spark, Flink etc. to build your dataset but it's not really well suited for single-worker parallel processing afaik", "`_generate_examples` can n...
2020-10-31T16:52:16Z
2023-01-16T10:59:13Z
2023-01-16T10:59:13Z
CONTRIBUTOR
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forking this out of #741, this issue is only regarding multiprocessing I'd love if there was a dataset configuration parameter `workers`, where when it is `1` it behaves as it does right now, and when its `>1` maybe `_generate_examples` can also get the `pool` and return an iterable using the pool. In my use case...
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Fix failing CER metric test in CI after update
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2021-11-11T15:57:16Z
2021-11-12T14:06:44Z
2021-11-12T14:06:43Z
CONTRIBUTOR
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Fixes the [failing CER metric test](https://app.circleci.com/pipelines/github/huggingface/datasets/8644/workflows/79816553-fa2f-4756-b022-d5937f00bf7b/jobs/53298) in CI by adding support for `jiwer==2.3.0`, which was released yesterday. Also, I verified that all the tests in `metrics/cer/test_cer.py` pass after the cha...
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Add AUC ROC Metric
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2022-04-26T19:41:50Z
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Fix `FixedSizeListArray` casting
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[ "<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 | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-05-25T16:26:33Z
2023-05-26T12:22:04Z
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Fix cast on sliced `FixedSizeListArray`s. Fix #5866
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OpenBookQA has missing and inconsistent field names
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[ "Thanks for reporting, @vblagoje.\r\n\r\nIndeed, I noticed some of these issues while reviewing this PR:\r\n- #4259 \r\n\r\nThis is in my TODO list. ", "Ok, awesome @albertvillanova How about #4275 ?", "On the other hand, I am not sure if we should always preserve the original nested structure. I think we shoul...
2022-05-04T05:51:52Z
2022-10-11T17:11:53Z
2022-10-05T13:50:03Z
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## Describe the bug OpenBookQA implementation is inconsistent with the original dataset. We need to: 1. The dataset field [question][stem] is flattened into question_stem. Unflatten it to match the original format. 2. Add missing additional fields: - 'fact1': row['fact1'], - 'humanScore': row['humanSc...
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Added Opus TedTalks
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[ "@lhoestq I saw some common changes you made on the other PR's (Similar Opus Datasets). I fixed those changes here. Can you please review it once ? \r\nThanks.", "merging since the CI is fixed on master" ]
2020-12-13T22:29:33Z
2020-12-18T09:44:43Z
2020-12-18T09:44:43Z
CONTRIBUTOR
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Dataset : http://opus.nlpl.eu/TedTalks.php
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Add ANLI dataset.
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[ "Awesome!! Thanks @easonnie.\r\nLet's wait for additional reviews maybe from @lhoestq @patrickvonplaten @jplu" ]
2020-06-18T22:27:30Z
2020-06-22T12:23:27Z
2020-06-22T12:23:27Z
CONTRIBUTOR
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I completed all the steps in https://github.com/huggingface/nlp/blob/master/CONTRIBUTING.md#how-to-add-a-dataset and push the code for ANLI. Please let me know if there are any errors.
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[ "Hi ! `map` calls `__getstate__` using `dill` to hash your map function. This is used by the caching mechanism to recover previously computed results. That's why you don't see any `__setstate__` call.\r\n\r\nWhy do you change an attribute of your tokenizer when `__getstate__` is called ?", "@lhoestq because if I ...
2021-06-18T06:47:26Z
2021-06-23T13:47:49Z
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I trained my own tokenizer, and I needed to use a python custom class. Because of this I have to detach the custom step before saving and reattach after restore. I did this using the standard pickle `__get_state__` / `__set_state__` mechanism. I think it's correct but it fails when I use it inside a function which is m...
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Ability to split a dataset in multiple files.
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2022-01-06T23:02:25Z
2022-01-06T23:02:25Z
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Hello, **Is your feature request related to a problem? Please describe.** My use case is that I have one writer that adds columns and multiple workers reading the same `Dataset`. Each worker should have access to columns added by the writer when they reload the dataset. I understand that we shouldn't overwrite...
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Support complex feature types as `features` in packaged loaders
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2022-05-17T17:53:23Z
2022-05-31T12:26:23Z
2022-05-31T12:16:32Z
CONTRIBUTOR
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This PR adds `table_cast` to the packaged loaders to fix casting to the `Image`/`Audio`, `ArrayND` and `ClassLabel` types. If these types are not present in the `builder.config.features` dictionary, the built-in `pa.Table.cast` is used for better performance. Additionally, this PR adds `cast_storage` to `ClassLabel` to...
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Related to #2743.
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Use Pandas' `read_json` in the JSON builder
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2023-04-20T17:15:49Z
2023-04-20T17:15:49Z
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Instead of PyArrow's `read_json`, we should use `pd.read_json` in the JSON builder for consistency with the CSV and SQL builders (e.g., to address https://github.com/huggingface/datasets/issues/5725). In Pandas2.0, to get the same performance, we can set the `engine` to "pyarrow". The issue is that Colab still doesn...
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Error Pushing to Hub
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2023-12-16T01:05:22Z
2023-12-16T06:20:53Z
2023-12-16T06:20:53Z
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### Describe the bug Error when trying to push a dataset in a special format to hub ### Steps to reproduce the bug ``` import datasets from datasets import Dataset dataset_dict = { "filename": ["apple", "banana"], "token": [[[1,2],[3,4]],[[1,2],[3,4]]], "label": [0, 1], } dataset = Dataset.from_d...
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How to use split dataset
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[ "By default, all 3 splits will be loaded if you run the following:\r\n\r\n```python\r\nfrom datasets import load_dataset\r\ndataset = load_dataset(\"lambada\")\r\nprint(dataset[\"train\"])\r\nprint(dataset[\"valid\"])\r\n\r\n```\r\n\r\nIf you wanted to do load this manually, you could do this:\r\n\r\n```python\r\nf...
2021-01-27T21:37:47Z
2021-04-23T15:17:39Z
2021-04-23T15:17:39Z
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![Capture1](https://user-images.githubusercontent.com/78090287/106057436-cb6a1f00-6111-11eb-8c9c-3658065b1fdf.PNG) Hey, I want to split the lambada dataset into corpus, test, train and valid txt files (like penn treebank) but I am not able to achieve this. What I am doing is, executing the lambada.py file in my pro...
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Ccaligned multilingual translation dataset
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2021-01-20T22:18:44Z
2021-03-01T10:36:21Z
2021-03-01T10:36:21Z
CONTRIBUTOR
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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)* - CCAligned consists of parallel or comparable web-document pairs in 137 languages aligned with English. These web-document pairs were constructed by performing language ...
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Fix `filter` with multiprocessing in case all samples are discarded
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2021-07-06T17:06:28Z
2021-07-12T14:10:35Z
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CONTRIBUTOR
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Fixes #2600 Also I moved the check for `num_proc` larger than dataset size added in #2566 up so that multiprocessing is not used with one process.
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Use load_dataset for local json files, but it not works
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[ "Hugging Face's datasets library may prioritize remote configurations. Make sure there are no conflicting configurations causing the library to prefer downloading data\r\nMay be try debugging\r\nraw_datasets = load_dataset('json', data_files=data_files)\r\nprint(raw_datasets)\r\n", "It doesn't download them but ...
2023-08-31T09:42:34Z
2023-08-31T19:05:07Z
null
NONE
null
null
null
### Describe the bug when I use load_dataset to load my local datasets,it always goes to Hugging Face to download the data instead of loading the local dataset. ### Steps to reproduce the bug `raw_datasets = load_dataset( ‘json’, data_files=data_files)` ### Expected behavior ![image](https://gi...
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Transformer Class on dataset
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[ "Hi ! Do you have an example in mind that shows how this could be useful ?", "Example:\n\nMerge 2 datasets into one datasets\n\nLabel extraction from dataset\n\ndataset(text, label)\n —> dataset(text, newlabel)\n\nTextCleaning.\n\n\nFor image dataset, \nTransformation are easier (ie linear algebra).\n\n\n\n\n\n...
2021-07-06T07:27:15Z
2022-11-02T14:26:09Z
2022-11-02T14:26:09Z
NONE
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Just wondering if you have intenttion to create TransformerClass : dataset --> dataset and make determnistic transformation (ie not fit).
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Update ANLI README.md
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2022-01-18T11:22:53Z
2022-01-20T16:58:41Z
2022-01-20T16:58:41Z
CONTRIBUTOR
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Update license and little things concerning ANLI
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Files not updating in dataset viewer
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[ "Yes. The jobs queue is full right now, following an upgrade... Back to normality in the next hours hopefully. I'll look at your datasets to be sure the dataset viewer works as expected on them.", "Should have been fixed now." ]
2022-01-21T16:47:20Z
2022-01-22T08:13:13Z
2022-01-22T08:13:13Z
MEMBER
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## Dataset viewer issue for '*name of the dataset*' **Link:** Some examples: * https://huggingface.co/datasets/abidlabs/crowdsourced-speech4 * https://huggingface.co/datasets/abidlabs/test-audio-13 *short description of the issue* It seems that the dataset viewer is reading a cached version of the dataset and...
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Fix mock fsspec
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-07-15T10:23:12Z
2022-07-15T13:05:03Z
2022-07-15T12:52:40Z
MEMBER
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This PR: - Removes an unused method from `DummyTestFS` - Refactors `mock_fsspec` to make it simpler
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BioMRC Dataset presented in BioNLP 2020 ACL Workshop
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[ "I fixed the issues that you pointed out, re-run all the test and pushed the fixed code :-)", "```\r\n=================================== FAILURES ===================================\r\n___________________ AWSDatasetTest.test_load_dataset_pandas ____________________\r\n\r\nself = <tests.test_dataset_common.AWSDat...
2020-07-02T09:03:41Z
2020-07-15T08:02:07Z
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CONTRIBUTOR
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MeDAL dataset: Add further description and update download URL
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[ "@lhoestq I'm a bit confused by the error message. I haven't touched the YAML code at all - do you have any insight on that?", "I just added the missing `pretty_name` tag in the YAML - sorry about that ;)", "Thanks! Seems like it did the trick since the tests are passing. Let me know if there's anything else I ...
2021-10-05T00:13:28Z
2021-10-13T09:03:09Z
2021-10-13T09:03:09Z
NONE
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Added more details in the following sections: * Dataset Structure * Data Instances * Data Splits * Source Data * Annotations * Discussions of Biases * LIcensing Information
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MDExOlB1bGxSZXF1ZXN0NDQxNTMxOTY3
323
Add package path to sys when downloading package as github archive
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[ "Sorry for the long diff, everything after the imports comes from `black` for code quality :/ ", " I think it's fine and I can't think of another way to make the import work anyways.\r\n\r\nMaybe we can have the `sys.path` behavior inside `prepare_module` instead ? Currently it seems to come out of nowhere in the...
2020-06-29T16:46:01Z
2020-07-30T14:00:23Z
2020-07-30T14:00:23Z
MEMBER
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This fixes the `coval.py` metric so that imports within the downloaded module work correctly. We can use a similar trick to add the BLEURT metric (@ankparikh) @thomwolf not sure how you feel about adding to the `PYTHONPATH` from the script. This is the only way I could make it work with my understanding of `importli...
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https://api.github.com/repos/huggingface/datasets/issues/1788
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https://github.com/huggingface/datasets/pull/1788
795,544,422
MDExOlB1bGxSZXF1ZXN0NTYyODc1NzA2
1,788
Doc2dial rc
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2021-01-27T23:51:00Z
2021-01-28T18:46:13Z
2021-01-28T18:46:13Z
CONTRIBUTOR
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