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https://api.github.com/repos/huggingface/datasets/issues/142
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142
[WMT] Add all wmt
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2020-05-16T11:28:46
2020-05-17T12:18:21
2020-05-17T12:18:20
CONTRIBUTOR
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This PR adds all wmt datasets scripts. At the moment the script is **not** functional for the language pairs "cs-en", "ru-en", "hi-en" because apparently it takes up to a week to get the manual data for these datasets: see http://ufal.mff.cuni.cz/czeng. The datasets are fully functional though for the "big" languag...
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SacreBLEU update
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[ "Hi @devrimcavusoglu, \r\nI tried your code with latest version of `datasets`and `sacrebleu==1.5.1` and it's running fine after changing one small thing:\r\n```\r\nsacrebleu = datasets.load_metric('sacrebleu')\r\npredictions = [\"It is a guide to action which ensures that the military always obeys the commands of t...
2021-07-30T23:53:08
2021-09-22T10:47:41
2021-08-03T04:23:37
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With the latest release of [sacrebleu](https://github.com/mjpost/sacrebleu), `datasets.metrics.sacrebleu` is broken, and getting error. AttributeError: module 'sacrebleu' has no attribute 'DEFAULT_TOKENIZER' this happens since in new version of sacrebleu there is no `DEFAULT_TOKENIZER`, but sacrebleu.py tries...
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755,432,143
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Add NoReC: Norwegian Review Corpus
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2020-12-02T16:38:29
2021-02-18T14:47:29
2021-02-18T14:47:28
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User access requests with manual review do not notify the dataset owner
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[ "cc @SBrandeis", "I think this has been addressed.\r\n\r\nPlease open a new issue if you are still not getting notified." ]
2023-05-23T17:27:46
2023-07-21T13:55:37
2023-07-21T13:55:36
CONTRIBUTOR
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### Describe the bug When a user access requests are enabled, and new requests are set to Manual Review, the dataset owner should be notified of the pending requests. However, instead, currently nothing happens, and so the dataset request can go unanswered for quite some time until the owner happens to check that part...
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When calling load_dataset, raise error: pyarrow.lib.ArrowInvalid: offset overflow while concatenating arrays
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[ "I solved the problem by modifying the \"self DEFAULT_WRITER_BATCH_SIZE\" in \"class MyDataset (datasets. GeneratorBasedBuilder) : __init__\"", "same problem, and this solution worked me also - you can set this var by setting the keyword argument `writer_batch_size=...` in `load_dataset(...,writer_batch_size=...)...
2023-09-04T04:14:00
2024-04-17T15:53:29
2023-09-04T06:05:49
NONE
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### Describe the bug When calling load_dataset, raise error ``` Traceback (most recent call last): File "/home/aihao/miniconda3/envs/torch/lib/python3.11/site-packages/datasets/builder.py", line 1694, in _pre pare_split_single ...
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Implementation of iteration over values of a column in an IterableDataset object
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[ "A couple of questions:\r\n1. I've noticed two strange things: 1) \"Around 80% of the final dataset is made of the `en_dataset`\" in https://huggingface.co/docs/datasets/stream, 2) \"Click on \"Pull request\" to send your to the project maintainers\" in https://github.com/huggingface/datasets/blob/main/CONTRIBUTING...
2025-05-08T14:59:22
2025-05-19T12:15:02
2025-05-19T12:15:02
CONTRIBUTOR
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Refers to [this issue](https://github.com/huggingface/datasets/issues/7381).
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Adding C3 dataset: the first free-form multiple-Choice Chinese machine reading Comprehension dataset.
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2020-12-02T15:40:36
2020-12-03T13:16:30
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https://github.com/nlpdata/c3 https://arxiv.org/abs/1904.09679
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Bug in caching 2 datasets both with the same builder class name
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[ "Hi @NouamaneTazi, thanks for reporting.\r\n\r\nPlease note that both datasets are cached in the same directory because their loading builder classes have the same name: `class MTOP(datasets.GeneratorBasedBuilder)`.\r\n\r\nYou should name their builder classes differently, e.g.:\r\n- `MtopDomain`\r\n- `MtopIntent`"...
2022-05-20T18:18:03
2022-06-02T08:18:37
2022-05-25T05:16:15
MEMBER
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## Describe the bug The two datasets `mteb/mtop_intent` and `mteb/mtop_domain `use both the same cache folder `.cache/huggingface/datasets/mteb___mtop`. So if you first load `mteb/mtop_intent` then datasets will not load `mteb/mtop_domain`. If you delete this cache folder and flip the order how you load the two datas...
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Added metadata and correct splits for swda.
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[ "I will push updates tomorrow.", "@lhoestq thank you for your comments! I went ahead and fixed the code 😃. Please let me know if I missed anything." ]
2021-01-18T18:36:32
2021-01-29T19:35:52
2021-01-29T18:38:08
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Switchboard Dialog Act Corpus I made some changes following @bhavitvyamalik recommendation in #1678: * Contains all metadata. * Used official implementation from the [/swda](https://github.com/cgpotts/swda) repo. * Add official train and test splits used in [Stolcke et al. (2000)](https://web.stanford.edu/~jur...
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3,607
Add MIT Scene Parsing Benchmark
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2022-01-20T12:03:07
2022-02-18T12:51:01
2022-02-18T12:51:00
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Add MIT Scene Parsing Benchmark (a subset of ADE20k). TODOs: * [x] add dummy data * [x] add dataset card * [x] generate `dataset_info.json`
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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_7462). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-03-17T16:00:53
2025-03-17T16:03:31
2025-03-17T16:01:08
MEMBER
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MDExOlB1bGxSZXF1ZXN0NTMzMTI4NjY1
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Add Dengue dataset in Filipino
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2020-12-06T02:50:47
2020-12-07T15:38:58
2020-12-07T15:38:58
CONTRIBUTOR
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This PR adds the Dengue Dataset, a benchmark dataset for low-resource multiclass classification, with 4,015 training, 500 testing, and 500 validation examples, each labeled as part of five classes. Each sample can be a part of multiple classes. Collected as tweets. Link to the paper: https://ieeexplore.ieee.org/docu...
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Add WMT20 MLQE 3 shared tasks
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[ "Thanks for the comments Quentin!\r\nI integrated them", "It should be ok now!\r\nSorry I wasn't attentive enough.\r\n(tests are currently failing, I understand it's from other datasets)", "merging since the CI is fixed on master" ]
2020-12-06T19:59:12
2020-12-15T15:27:30
2020-12-15T15:27:29
CONTRIBUTOR
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3 tasks for the WMT 20 MLQE shared tasks -> 3 different datasets (I re-created #1137 because it was too messy). Note that in L199 `task3.py`, I used `logging.warning` to print some missing data in the train set.
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1,973,937,612
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6,377
Support pyarrow 14.0.0
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2023-11-02T10:22:08
2023-11-02T15:15:45
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MEMBER
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Support pyarrow 14.0.0 by fixing the root cause of: - #6374 and revert: - #6375
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with_format() function returns bytes instead of PIL images even when image column is not part of "columns"
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[ "Thanks for reporting! I've opened a PR with a fix." ]
2023-10-31T11:10:48
2023-11-02T14:21:17
2023-11-02T14:21:17
NONE
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### Describe the bug When using the with_format() function on a dataset containing images, even if the image column is not part of the columns provided in the function, its type will be changed to bytes. Here is a minimal reproduction of the bug: https://colab.research.google.com/drive/1hyaOspgyhB41oiR1-tXE3k_gJCdJU...
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How to use Distill-BERT with different datasets?
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[ "Closing this one in favor of the same issue opened in the `transformers` repo." ]
2023-04-18T06:25:12
2023-04-20T16:52:05
2023-04-20T16:52:05
NONE
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### Describe the bug - `transformers` version: 4.11.3 - Platform: Linux-5.4.0-58-generic-x86_64-with-glibc2.29 - Python version: 3.8.10 - PyTorch version (GPU?): 1.12.0+cu102 (True) - Tensorflow version (GPU?): 2.10.0 (True) - Flax version (CPU?/GPU?/TPU?): not installed (NA) - Jax version: not installed - JaxL...
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Add OPUS Books Dataset
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[ "@lhoestq done" ]
2020-12-09T12:08:49
2020-12-14T09:56:28
2020-12-14T09:56:27
CONTRIBUTOR
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Messages are being printed to the `stdout`
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[ "This is expected to show this message to the user via stdout.\r\nThis way the users see it directly and can cancel the downloading if they want to.\r\nCould you elaborate why it would be better to have it in stderr instead of stdout ?", "@lhoestq, sorry for the late reply\r\n\r\nI completely understand why you d...
2021-03-07T22:09:34
2023-07-25T16:35:21
2023-07-25T16:35:21
NONE
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In this code segment, we can see some messages are being printed to the `stdout`. https://github.com/huggingface/datasets/blob/7e60bb509b595e8edc60a87f32b2bacfc065d607/src/datasets/builder.py#L545-L554 According to the comment, it is done intentionally, but I don't really understand why don't we log it with a higher ...
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1,874
Adding Europarl Bilingual dataset
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[ "is there a way to check errors without subscribing to CircleCI? Because they want access to private repositories when logging.", "I think you need to be logged in to check the errors unfortunately. Feel free to create an account with bitbucket maybe if you don't want it to access your private github repos", "I...
2021-02-13T17:02:04
2021-03-04T10:38:22
2021-03-04T10:38:22
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Implementation of Europarl bilingual dataset from described [here](https://opus.nlpl.eu/Europarl.php). This dataset allows to use every language pair detailed in the original dataset. The loading script manages also the small errors contained in the original dataset (in very rare cases (1 over 10M) there are some ke...
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748,234,438
MDU6SXNzdWU3NDgyMzQ0Mzg=
877
DataLoader(datasets) become more and more slowly within iterations
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[ "Hi ! Thanks for reporting.\r\nDo you have the same slowdown when you iterate through the raw dataset object as well ? (no dataloader)\r\nIt would be nice to know whether it comes from the dataloader or not", "> Hi ! Thanks for reporting.\r\n> Do you have the same slowdown when you iterate through the raw dataset...
2020-11-22T12:41:10
2024-11-22T03:02:53
2020-11-29T15:45:12
NONE
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Hello, when I for loop my dataloader, the loading speed is becoming more and more slowly! ``` dataset = load_from_disk(dataset_path) # around 21,000,000 lines lineloader = tqdm(DataLoader(dataset, batch_size=1)) for idx, line in enumerate(lineloader): # do some thing for each line ``` In the begining, th...
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3,076,415,382
I_kwDODunzps63Xl-W
7,573
No Samsum dataset
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[ "According to the following https://huggingface.co/posts/seawolf2357/424129432408590, as of now the dataset seems to be inaccessible.\n\n@IgorKasianenko, would https://huggingface.co/datasets/knkarthick/samsum suffice for your purpose?\n", "Thanks @SP1029 for the update!\nThat will work for now, using it as repla...
2025-05-20T09:54:35
2025-07-21T18:34:34
2025-06-18T12:52:23
NONE
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### Describe the bug https://huggingface.co/datasets/Samsung/samsum dataset not found error 404 Originated from https://github.com/meta-llama/llama-cookbook/issues/948 ### Steps to reproduce the bug go to website https://huggingface.co/datasets/Samsung/samsum see the error also downloading it with python throws `...
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3,827
Remove deprecated `remove_columns` param in `filter`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3827). All of your documentation changes will be reflected on that endpoint." ]
2022-03-04T17:23:26
2022-03-07T12:37:52
2022-03-07T12:37:51
COLLABORATOR
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A leftover from #3803.
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1,073,593,861
I_kwDODunzps4__b4F
3,399
Add Wikisource dataset
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[ "See notebook by @geohci: https://public.paws.wmcloud.org/User:Isaac_(WMF)/HuggingFace%20Wikisource%20Processing.ipynb", "See: https://huggingface.co/datasets/wikimedia/wikisource" ]
2021-12-07T17:21:31
2024-10-09T16:11:27
2024-10-09T16:11:26
MEMBER
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## Adding a Dataset - **Name:** *wikisource* - **Description:** *short description of the dataset (or link to social media or blog post)* - **Paper:** *link to the dataset paper if available* - **Data:** *link to the Github repository or current dataset location* - **Motivation:** Additional high quality textual d...
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1,122,058,894
PR_kwDODunzps4x-ULz
3,666
process .opus files (for Multilingual Spoken Words)
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[ "@lhoestq I still have problems with processing `.opus` files with `soundfile` so I actually cannot fully check that it works but it should... Maybe this should be investigated in case of someone else would also have problems with that.\r\n\r\nAlso, as the data is in a private repo on the hub (before we come to a ...
2022-02-02T15:21:48
2022-02-22T10:04:03
2022-02-22T10:03:53
CONTRIBUTOR
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Opus files requires `libsndfile>=1.0.30`. Add check for this version and tests. **outdated:** Add [Multillingual Spoken Words dataset](https://mlcommons.org/en/multilingual-spoken-words/) You can specify multiple languages for downloading 😌: ```python ds = load_dataset("datasets/ml_spoken_words", languages=...
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MDExOlB1bGxSZXF1ZXN0NTU5MjE3MjY0
1,760
More tags
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[ "Conll has `multilingual` but is only tagged as `en`", "good catch, that was a bad copy paste x)" ]
2021-01-21T13:50:10
2021-01-22T09:40:01
2021-01-22T09:40:00
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Since the hub v2 is going to be released soon I figured it would be great to add the missing tags at least for some of the datasets of reference listed [here](https://github.com/huggingface/datasets/blob/master/ADD_NEW_DATASET.md#write-the-loadingprocessing-code)
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276
Fix metric compute (original_instructions missing)
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[ "Awesome! This is working now:\r\n\r\n```python\r\nimport nlp \r\nseqeval = nlp.load_metric(\"seqeval\") \r\ny_true = [['O', 'O', 'O', 'B-MISC', 'I-MISC', 'I-MISC', 'O'], ['B-PER', 'I-PER', 'O']] \r\ny_pred = [['O', 'O', 'B-MISC', 'I-MISC', 'I-MISC', 'I-MISC', 'O'], ['B-PER', 'I-PER', 'O']] ...
2020-06-16T08:52:01
2020-06-18T07:41:45
2020-06-18T07:41:44
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When loading arrow data we added in cc8d250 a way to specify the instructions that were used to store them with the loaded dataset. However metrics load data the same way but don't need instructions (we use one single file). In this PR I just make `original_instructions` optional when reading files to load a `Datas...
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move under the facebook org?
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[ "Related to https://github.com/huggingface/datasets/issues/4562#issuecomment-1166911751\r\n\r\nI'll assign @albertvillanova ", "I'm just wondering why we don't have this dataset under:\r\n- the `facebook` namespace\r\n- or the canonical dataset `flores`: why does this only have 2 languages?", "fwiw: the dataset...
2022-06-26T11:19:09
2023-09-25T12:05:18
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### Link https://huggingface.co/datasets/gsarti/flores_101 ### Description It seems like streaming isn't supported for this dataset: ``` Server Error Status code: 400 Exception: NotImplementedError Message: Extraction protocol for TAR archives like 'https://dl.fbaipublicfiles.com/flores101/dataset...
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Fix loading from HF GCP cache
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> Do you know why this stopped working?\r\n\r\nIt comes from the changes in https://github.com/huggingface/datasets/pull/5107/files#diff-355ae5c229f95f86895404b72378ecd6e966c41cbeebb674af6fe6e9611bc126" ]
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As reported in https://discuss.huggingface.co/t/error-loading-wikipedia-dataset/26599/4 it's not possible to download a cached version of Wikipedia from the HF GCP cache I fixed it and added an integration test (runs in 10sec)
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Unblock NumPy 2.0
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6991). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@albertvillanova Any chance we could get this in before the next release? Everything d...
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2024-12-25T17:57:34
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Fixes https://github.com/huggingface/datasets/issues/6980
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Add Image feature
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[ "Awesome, looking forward to using it :)", "Few additional comments:\r\n* the current API doesn't meet the requirements mentioned in #3145 (e.g. image mime-type). However, this will be doable soon as we also plan to store image bytes alongside paths in arrow files (see https://github.com/huggingface/datasets/pull...
2021-10-25T19:07:48
2021-12-30T06:37:21
2021-12-06T17:49:02
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Adds the Image feature. This feature is heavily inspired by the recently added Audio feature (#2324). Currently, this PR is pretty simple. Some considerations that need further discussion: * I've decided to use `Pillow`/`PIL` as the image decoding library. Another candidate I considered is `torchvision`, mostly bec...
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Update to simplify some datasets conversion
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[ "Awesome! ", "Also we should convert `tf.io.gfile.exists` into `os.path.exists` , `tf.io.gfile.listdir`into `os.listdir` and `tf.io.gfile.glob` into `glob.glob` (will need to add `import glob`)", "> Also we should convert `tf.io.gfile.exists` into `os.path.exists` , `tf.io.gfile.listdir`into `os.listdir` and `...
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This PR updates the encoding of `Values` like `integers`, `boolean` and `float` to use python casting and avoid having to cast in the dataset scripts, as mentioned here: https://github.com/huggingface/nlp/pull/37#discussion_r420176626 We could also change (not included in this PR yet): - `supervized_keys` to make t...
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Quick fix :)
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`nlp` => `datasets`
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Fix metric with cache dir
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The cache_dir provided by the user was concatenated twice and therefore causing FileNotFound errors. The tests didn't cover the case of providing `cache_dir=` for metrics because of a stupid issue (it was not using the right parameter). I remove the double concatenation and I fixed the tests Fix #728
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size_in_bytes the same for all splits
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[ "Hi @Breakend,\r\n\r\nIndeed, the attribute `size_in_bytes` refers to the size of the entire dataset configuration, for all splits (size of downloaded files + Arrow files), not the specific split.\r\nThis is also the case for `download_size` (downloaded files) and `dataset_size` (Arrow files).\r\n\r\nThe size of th...
2023-01-03T20:25:48
2023-01-04T09:22:59
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### Describe the bug Hi, it looks like whenever you pull a dataset and get size_in_bytes, it returns the same size for all splits (and that size is the combined size of all splits). It seems like this shouldn't be the intended behavior since it is misleading. Here's an example: ``` >>> from datasets import load_da...
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Fix NQ features loading: reorder fields of features to match nested fields order in arrow data
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As mentioned in #2401, there is an issue when loading the features of `natural_questions` since the order of the nested fields in the features don't match. The order is important since it matters for the underlying arrow schema. To fix that I re-order the features based on the arrow schema: ```python inferred_fe...
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[Metrics] addition of wiki_split metrics
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2021-07-07T10:56:04
2021-07-12T22:34:31
2021-07-12T22:34:31
CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** While training the model on sentence split the task in English we require to evaluate the trained model on `Exact Match`, `SARI` and `BLEU` score like this ![image](https://user-images.githubusercontent.com/26653468/124746876-ff5a3380-df3e-11eb-9a01...
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OSError: Cannot find data file when not using the dummy dataset in RAG
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[ "Same issue here. I will be digging further, but it looks like the [script](https://github.com/huggingface/datasets/blob/master/datasets/wiki_dpr/wiki_dpr.py#L132) is attempting to open a file that is not downloaded yet. \r\n\r\n```\r\n99dcbca09109e58502e6b9271d4d3f3791b43f61f3161a76b25d2775ab1a4498.lock\r\n```\r\n...
2020-10-07T14:27:13
2020-12-23T14:04:31
2020-12-23T14:04:31
NONE
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## Environment info transformers version: 3.3.1 Platform: Linux-4.19 Python version: 3.7.7 PyTorch version (GPU?): 1.6.0 Tensorflow version (GPU?): No Using GPU in script?: Yes Using distributed or parallel set-up in script?: No ## To reproduce Steps to reproduce the behaviour...
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560
Using custom DownloadConfig results in an error
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[ "From my limited understanding, part of the issue seems related to the `prepare_module` and `download_and_prepare` functions each handling the case where no config is passed. For example, `prepare_module` does mutate the object passed and forces the flags `extract_compressed_file` and `force_extract` to `True`.\r\...
2020-09-01T22:23:02
2022-10-04T17:23:45
2022-10-04T17:23:45
NONE
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## Version / Environment Ubuntu 18.04 Python 3.6.8 nlp 0.4.0 ## Description Loading `imdb` dataset works fine when when I don't specify any `download_config` argument. When I create a custom `DownloadConfig` object and pass it to the `nlp.load_dataset` function, this results in an error. ## How to reprodu...
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3,892
Fix CLI test checksums
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3892). All of your documentation changes will be reflected on that endpoint.", "Feel free to merge if it's good for you :)", "I've added a test @lhoestq. Once all green, I'll merge. ", "Last failing tests do not have nothin...
2022-03-11T10:04:04
2022-03-15T12:28:24
2022-03-15T12:28:23
MEMBER
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Previous PR: - #3796 introduced a side effect: `datasets-cli test` generates `dataset_infos.json` with `None` checksum values. See: - #3805 This PR introduces a way for `datasets-cli test` to force to record infos, even if `verify_infos=False` Close #3848. CC: @craffel
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dataset cache only stores one config of the dataset in parquet dir, and uses that for all other configs resulting in showing same data in all configs.
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2024-01-11T03:14:18
2024-01-20T12:46:16
2024-01-20T12:46:16
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### Describe the bug ds = load_dataset("ai2_arc", "ARC-Easy"), i have tried to force redownload, delete cache and changing the cache dir. ### Steps to reproduce the bug dataset = [] dataset_name = "ai2_arc" possible_configs = [ 'ARC-Challenge', 'ARC-Easy' ] for config in possible_configs: data...
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[Metrics] Add word error metric metric
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[ "Feel free to merge once the CI is all green ;)" ]
2021-02-08T18:41:15
2021-02-09T17:53:21
2021-02-09T17:53:21
CONTRIBUTOR
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This PR adds the word error rate metric to datasets. WER: https://en.wikipedia.org/wiki/Word_error_rate for speech recognition. WER is the main metric used in ASR. `jiwer` seems to be a solid library (see https://github.com/asteroid-team/asteroid/pull/329#discussion_r525158939)
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Fix ade_corpus_v2 config names
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2021-01-05T14:33:28
2021-01-05T14:55:09
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There are currently some typos in the config names of the `ade_corpus_v2` dataset, I fixed them: - Ade_corpos_v2_classificaion -> Ade_corpus_v2_classification - Ade_corpos_v2_drug_ade_relation -> Ade_corpus_v2_drug_ade_relation - Ade_corpos_v2_drug_dosage_relation -> Ade_corpus_v2_drug_dosage_relation
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Adding column with dict struction when mapping lead to wrong order
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2024-10-22T18:55:11
2024-10-22T18:55:23
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### Describe the bug in `map()` function, I want to add a new column with a dict structure. ``` def map_fn(example): example['text'] = {'user': ..., 'assistant': ...} return example ``` However this leads to a wrong order `{'assistant':..., 'user':...}` in the dataset. Thus I can't concatenate two datasets ...
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311
Add qa_zre
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2020-06-24T22:17:22
2020-06-29T16:37:38
2020-06-29T16:37:38
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Adding the QA-ZRE dataset from ["Zero-Shot Relation Extraction via Reading Comprehension"](http://nlp.cs.washington.edu/zeroshot/). A common processing step seems to be replacing the `XXX` placeholder with the `subject`. I've left this out as it's something you could easily do with `map`.
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ConfigNamesError on a simple CSV file
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[ "The viewer is working now. \r\n\r\nBased on the repo commit history, the bug was due to the incorrect format of the `features` field in the README YAML (`Value` requires `dtype`, e.g., `Value(\"string\")`, but it was not specified)", "Feel free to close the issue", "Oh, OK! Thanks. So, there was no reason to o...
2023-11-13T10:28:29
2023-11-13T20:01:24
2023-11-13T20:01:24
COLLABORATOR
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See https://huggingface.co/datasets/Nguyendo1999/mmath/discussions/1 ``` Error code: ConfigNamesError Exception: TypeError Message: __init__() missing 1 required positional argument: 'dtype' Traceback: Traceback (most recent call last): File "/src/services/worker/src/worker/job_runn...
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Dataset viewer issue for McGill-NLP/feedbackQA
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[ "Hi @cslizc, thanks for reporting.\r\n\r\nI have just forced the refresh of the corresponding cache and the preview is working now.", "thank you so much" ]
2022-04-04T07:27:20
2022-04-04T22:29:53
2022-04-04T08:01:45
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## Dataset viewer issue for '*McGill-NLP/feedbackQA*' **Link:** *[link to the dataset viewer page](https://huggingface.co/datasets/McGill-NLP/feedbackQA)* *short description of the issue* The dataset can be loaded correctly with `load_dataset` but the preview doesn't work. Error message: ``` Status code: 4...
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First time trying
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2022-05-21T02:15:18
2022-05-21T19:20:44
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## Adding a Dataset - **Name:** *name of the dataset* - **Description:** *short description of the dataset (or link to social media or blog post)* - **Paper:** *link to the dataset paper if available* - **Data:** *link to the Github repository or current dataset location* - **Motivation:** *what are some good reasons t...
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\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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Support streaming datasets with `os.path.exists` and `pathlib.Path.exists`.
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2020-12-04T11:24:14
2020-12-04T14:21:12
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Added Urdu fake news dataset. More information about the dataset can be found <a href="https://github.com/MaazAmjad/Datasets-for-Urdu-news">here</a>.
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Raise ManualDownloadError from get_dataset_config_info
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This PRs raises a specific `ManualDownloadError` when `get_dataset_config_info` is called for a dataset that requires manual download. Related to: - #4898 CC: @severo
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Refactor `string_to_dict` to return `None` if there is no match instead of raising `ValueError`
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[ "cc: @lhoestq ", "I am going to rebase #7434 onto this branch. Then we can merge this one first if you approve, and then #7434.", "@lhoestq any thoughts here?", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7435). All of your documentation changes will be reflected on ...
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Making this change, as encouraged here: * https://github.com/huggingface/datasets/pull/7434#discussion_r1979933054 instead of having the pattern of using `try`-`except` to handle when there is no match, we can instead check if the return value is `None`; we can also assert that the return value should not be `Non...
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fixes issue #1110 by descending further if `obj["_type"]` is a dict
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2021-03-22T21:00:55
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Check metrics
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7716). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6911). 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>...
2024-05-21T12:10:24
2024-05-23T08:05:58
2024-05-23T07:59:57
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Remove dead code for non-dict data_files from packaged modules. Since the merge of this PR: - #2986 the builders' variable self.config.data_files is always a dict, which makes the condition on (str, list, tuple) dead code.
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3,881
How to use Image folder
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[ "Even this from docs throw same error\r\n```\r\ndataset = load_dataset(\"imagefolder\", data_files=\"https://download.microsoft.com/download/3/E/1/3E1C3F21-ECDB-4869-8368-6DEBA77B919F/kagglecatsanddogs_3367a.zip\", split=\"train\")\r\n\r\n```", "Hi @INF800,\r\n\r\nPlease note that the `imagefolder` feature enhanc...
2022-03-09T21:18:52
2022-03-11T08:45:52
2022-03-11T08:45:52
NONE
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Ran this code ``` load_dataset("imagefolder", data_dir="./my-dataset") ``` `https://raw.githubusercontent.com/huggingface/datasets/master/datasets/imagefolder/imagefolder.py` missing ``` --------------------------------------------------------------------------- FileNotFoundError Trace...
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question
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[ "Hi ! What's your question ?" ]
2021-12-16T15:57:00
2022-01-03T10:09:00
2022-01-03T10:09:00
NONE
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## Dataset viewer issue for '*name of the dataset*' **Link:** *link to the dataset viewer page* *short description of the issue* Am I the one who added this dataset ? Yes-No
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Adding NELL
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[ "hi @lhoestq, I wanted to push another change to this branch b/c I found a bug in the parsing. I need to swap arg1 and arg2. I tried to git push -u origin nell but it didn't work. So I tried to do git push --force -u origin nell which seems to work, but nothing is happening to this branch. I think this is because i...
2020-12-11T20:25:25
2021-01-07T08:37:07
2020-12-21T14:45:00
CONTRIBUTOR
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NELL is a knowledge base and knowledge graph along with sentences used to create the KB. See http://rtw.ml.cmu.edu/rtw/ for more details.
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1,189,667,296
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NonMatchingChecksumError for downloading conll2012_ontonotesv5 dataset
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[ "Hi @richarddwang,\r\n\r\n\r\nIndeed, we have recently updated the loading script of that dataset (and fixed that bug as well):\r\n- #4002\r\n\r\nThat fix will be available in our next `datasets` library release. In the meantime, you can incorporate that fix by:\r\n- installing `datasets` from our GitHub repo:\r\n`...
2022-04-01T11:34:28
2022-04-01T13:59:10
2022-04-01T13:59:10
CONTRIBUTOR
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## Steps to reproduce the bug ```python datasets.load_dataset("conll2012_ontonotesv5", "english_v12") ``` ## Actual results ``` Downloading builder script: 32.2kB [00:00, 9.72MB/s] Downloading metadata: 20.0kB [00:00, 10...
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IterableDataset: cannot resolve features from list of numpy arrays
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[ "Assign this issue to me under Hacktoberfest with hacktoberfest label inserted on the issue" ]
2024-08-14T11:01:51
2024-10-03T05:47:23
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### Describe the bug when resolve features of `IterableDataset`, got `pyarrow.lib.ArrowInvalid: Can only convert 1-dimensional array values` error. ``` Traceback (most recent call last): File "test.py", line 6 iter_ds = iter_ds._resolve_features() File "lib/python3.10/site-packages/datasets/iterable_dat...
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553
[Fix GitHub Actions] test adding tmate
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2020-09-01T13:28:03
2021-05-05T18:24:38
2020-09-03T09:01:13
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Dataset.to_json consumes excessive memory, appears to not be a streaming operation
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[ "Hi ! to_json is memory efficient and writes the data by batch:\n\nhttps://github.com/huggingface/datasets/blob/d9861d86be222884dabbd534a2db770c70c9b558/src/datasets/io/json.py#L153-L159\n\nWhat memory are you mesuring ? If you are mesuring RSS, it is likely that it counts the memory mapped data of the dataset. Mem...
2025-07-21T07:51:25
2025-07-25T14:42:21
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### Describe the bug When exporting a Dataset object to a JSON Lines file using the .to_json(lines=True) method, the process consumes a very large amount of memory. The memory usage is proportional to the size of the entire Dataset object being saved, rather than being a low, constant memory operation. This behavior ...
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add stack exchange
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[ "Hi ! Merging this one since it's all good :)\r\n\r\nHowever I think it would also be better to actually rename it `the_pile_stack_exchange` to make things clearer and to avoid name collisions in the future. I would like to do the same for `books3` as well.\r\n\r\nIf you don't mind I'll open a PR to do the renaming...
2021-08-14T08:11:02
2021-08-19T10:07:33
2021-08-19T08:07:38
CONTRIBUTOR
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stack exchange is part of EleutherAI/The Pile, but AFAIK, The Pile dataset blend all sub datasets together thus we are not able to use just one of its sub dataset from The Pile data. So I create an independent dataset using The Pile preliminary components. I also change default `timeout` to 100 seconds instead of 10...
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PR_kwDODunzps5K--V9
5,595
Unpins sqlAlchemy
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5595). All of your documentation changes will be reflected on that endpoint.", "It looks like this issue hasn't been fixed yet, so let's wait a bit more.", "@lazarust thanks for your work, but unfortunately we cannot merge it...
2023-03-01T01:33:45
2023-04-04T08:20:19
2023-04-04T08:19:14
NONE
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Closes #5477
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-06-28T12:46:21
2022-06-28T14:11:57
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Users can pass the dataset fingerprint they want in `map` and other dataset transforms. However the fingerprint is used to name cache files so we need to make sure it doesn't contain bad characters as mentioned in https://github.com/huggingface/datasets/issues/1718, and that it's not too long
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[ "@yjernite @lhoestq Any suggestions on how to get the dummy data generator to recognize the columns? The structure of the json is:\r\n```\r\n{\r\n \"Dataset\": \"FreebaseQA-eval\", \r\n \"Version\": \"1.0\", \r\n \"Questions\": [\r\n {\r\n \"Question-ID\": \"FreebaseQA-eval-0\", \r\n \"RawQuestion\"...
2020-12-10T04:03:27
2021-02-05T09:47:30
2021-02-05T09:47:30
CONTRIBUTOR
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This PR adds the FreebaseQA dataset: A Trivia-type QA Data Set over the Freebase Knowledge Graph Repo: https://github.com/kelvin-jiang/FreebaseQA Paper: https://www.aclweb.org/anthology/N19-1028.pdf ## TODO: create dummy data Error encountered when running `python datasets-cli dummy_data datasets/freebase...
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Dataset.map gets stuck on _cast_to_python_objects
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[ "Are you able to reproduce this? My example is small enough that it should be easy to try.", "Hi! Thanks for reporting and providing a reproducible example. Indeed, by default, `datasets` performs an expensive cast on the values returned by `map` to convert them to one of the types supported by PyArrow (the under...
2022-07-12T15:09:58
2022-10-03T13:01:04
2022-10-03T13:01:03
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## Describe the bug `Dataset.map`, when fed a Huggingface Tokenizer as its map func, can sometimes spend huge amounts of time doing casts. A minimal example follows. Not all usages suffer from this. For example, I profiled the preprocessor at https://github.com/huggingface/notebooks/blob/main/examples/question_an...
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Unable to install datasets
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[ "Maybe try to create a virtual env with python 3.8 or 3.7", "Thanks, @thomwolf! I fixed the issue by downgrading python to 3.7. ", "Damn sorry", "Damn sorry" ]
2021-01-07T07:24:37
2021-01-08T00:33:05
2021-01-07T22:06:05
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** Edit ** I believe there's a bug with the package when you're installing it with Python 3.9. I recommend sticking with previous versions. Thanks, @thomwolf for the insight! **Short description** I followed the instructions for installing datasets (https://huggingface.co/docs/datasets/installation.html). Howev...
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2023-11-02T09:37:06
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See: https://github.com/huggingface/datasets/actions/runs/6730567226/job/18293518039 ``` FAILED tests/test_table.py::test_cast_sliced_fixed_size_array_to_features - TypeError: Couldn't cast array of type fixed_size_list<item: int32>[3] to Sequence(feature=Value(dtype='int64', id=None), length=3, id=None) ```
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Improve torch formatting performance
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[ "That’s interesting thanks, let’s see what we can do. Can you detail your last sentence? I’m not sure I understand it well.", "Hi ! I just re-ran a quick benchmark and using `to_numpy()` seems to be faster now:\r\n\r\n```python\r\nimport pyarrow as pa # I used pyarrow 3.0.0\r\nimport numpy as np\r\n\r\nn, max_le...
2021-06-14T13:25:24
2022-07-15T17:12:04
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**Is your feature request related to a problem? Please describe.** It would be great, if possible, to further improve read performance of raw encoded datasets and their subsequent conversion to torch tensors. A bit more background. I am working on LM pre-training using HF ecosystem. We use encoded HF Wikipedia an...
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2020-12-09T22:59:19
2020-12-11T13:57:32
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Add twi WordSim 353
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task casting via load_dataset
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2021-03-30T10:00:42
2021-06-11T13:20:41
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wip not satisfied with the API, it means as a dataset implementer I need to write a function with boilerplate and write classes for each `<dataset><task>` "facet".
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[ "_The documentation is not available anymore as the PR was closed or merged._", "See the resolved changes [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5550/en/package_reference/main_classes#datasets.Dataset.class_encode_column), [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5550/en/pa...
2023-02-20T08:52:11
2023-02-20T15:16:13
2023-02-20T15:09:13
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Hello! ## Pull Request overview * Resolve 4 broken references in the docs ## The problems Two broken references [here](https://huggingface.co/docs/datasets/package_reference/main_classes#datasets.Dataset.class_encode_column): ![image](https://user-images.githubusercontent.com/37621491/220056232-366b64dc-33c9-...
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sqaud_v2 dataset contains misalignment between the answer text and the context value at the answer index
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[ "Hi @mmajurski, thanks for reporting this issue.\r\n\r\nIndeed this misalignment arises because the source dataset context field contains leading blank spaces (and these are counted within the answer_start), while our datasets loading script removes these leading blank spaces.\r\n\r\nI'm going to fix our script so ...
2021-07-04T15:39:49
2021-07-07T13:18:51
2021-07-07T13:18:51
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## Describe the bug The built in huggingface squad_v2 dataset that you can access via datasets.load_dataset contains mis-alignment between the answers['text'] and the characters in the context at the location specified by answers['answer_start']. For example: id = '56d1f453e7d4791d009025bd' answers = {'text': ['P...
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Support downloading specific splits in `load_dataset`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6832). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Friendly ping on this! This feature would be really helpful and useful to me (and likel...
2024-04-23T12:32:27
2025-07-28T18:30:25
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This PR builds on https://github.com/huggingface/datasets/pull/6639 to support downloading only the specified splits in `load_dataset`. For this to work, a builder's `_split_generators` need to be able to accept the requested splits (as a list) via a `splits` argument to avoid processing the non-requested ones. Also, t...
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fix del tqdm lock error
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[ "let's see which solution is found at https://github.com/huggingface/huggingface_hub/pull/3286 and do the same maybe ?" ]
2025-07-01T02:04:02
2025-08-13T13:16:44
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fixes https://github.com/huggingface/datasets/issues/7660
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FIX matinf link in ADD_NEW_DATASET.md
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2020-12-04T09:33:25
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Added specific use cases in Improve Performace
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2025-06-28T19:00:32
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Fixes #2494
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Add support to create a Dataset from spark dataframe
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[ "if i read spark Dataframe , got an error on multi-node Spark cluster.\r\nDid the Api (Dataset.from_spark) support Spark cluster, read dataframe and save_to_disk?\r\n\r\nError: \r\n_pickle.PicklingError: Could not serialize object: RuntimeError: It appears that you are attempting to reference SparkContext from a b...
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2023-07-21T14:15:38
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### Feature request Add a new API `Dataset.from_spark` to create a Dataset from Spark DataFrame. ### Motivation Spark is a distributed computing framework that can handle large datasets. By supporting loading Spark DataFrames directly into Hugging Face Datasets, we enable take the advantages of spark to processing t...
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Support complex feature types as `features` in packaged loaders
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-05-17T17:53:23
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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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- **Name**: *cdsc (domains: cdsc-e & cdsc-r)* - **Description**: *Polish CDSCorpus consists of 10K Polish sentence pairs which are human-annotated for semantic relatedness and entailment. The dataset may be used for the evaluation of compositional distributional semantics models of Polish. The dataset was presented at...
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IterableDataset: split by node and map may preprocess samples that will be skipped anyway
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[ "Does \"number of shards\" refer to the total number of data?\r\n\r\nmy config:\r\nnproc_per_node=2\r\nds=ds['train'] = load_dataset(streaming=True).take(50000)\r\n\r\nI'm test again: in prepare_data(), data have the same for each GPU\r\n", "The number of shards is `ds.n_shards`. It corresponds generally to the ...
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There are two ways an iterable dataset can be split by node: 1. if the number of shards is a factor of number of GPUs: in that case the shards are evenly distributed per GPU 2. otherwise, each GPU iterate on the data and at the end keeps 1 sample out of n(GPUs) - skipping the others. In case 2. it's ...
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1,960
Allow stateful function in dataset.map
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[ "@lhoestq Added a test. If you can come up with a better stateful callable, I'm all ears 😄. ", "Sorry I said earlier that it was good to have it inside the loop, my mistake !", "@lhoestq Okay, did some refactoring and now the \"cache\" part comes before the for loop. Thanks for the guidance.\r\n\r\nThink this...
2021-02-28T01:29:05
2021-03-23T15:26:49
2021-03-23T15:26:49
COLLABORATOR
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Removes the "test type" section in Dataset.map which would modify the state of the stateful function. Now, the return type of the map function is inferred after processing the first example. Fixes #1940 @lhoestq Not very happy with the usage of `nonlocal`. Would like to hear your opinion on this.
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add Srwac
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2020-12-11T08:04:57
2020-12-11T08:08:12
2020-12-11T08:05:54
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6,401
dataset = load_dataset("Hyperspace-Technologies/scp-wiki-text") not working
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[ "Seems like it's a problem with the dataset, since in the [README](https://huggingface.co/datasets/Hyperspace-Technologies/scp-wiki-text/blob/main/README.md) the validation is not specified. Try cloning the dataset, removing the README (or validation split), and loading it locally/ ", "@VarunNSrivastava thanks br...
2023-11-11T04:09:07
2023-11-20T17:45:20
2023-11-20T17:45:20
NONE
null
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### Describe the bug ``` (datasets) mruserbox@guru-X99:/media/10TB_HHD/_LLM_DATASETS$ python dataset.py Downloading readme: 100%|███████████████████████████████████| 360/360 [00:00<00:00, 2.16MB/s] Downloading data: 100%|█████████████████████████████████| 65.1M/65.1M [00:19<00:00, 3.38MB/s] Downloading data: 100...
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PR_kwDODunzps4-Srm1
4,926
Dataset infos in yaml
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Alright this is ready for review :)\r\nI mostly would like your opinion on the YAML structure and what we can do in the docs (IMO we can add the docs about those fields in the Hub docs). Other than that let me know if the changes in ...
2022-09-02T16:10:05
2024-05-04T14:52:50
2022-10-03T09:11:12
MEMBER
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To simplify the addition of new datasets, we'd like to have the dataset infos in the YAML and deprecate the dataset_infos.json file. YAML is readable and easy to edit, and the YAML metadata of the readme already contain dataset metadata so we would have everything in one place. To be more specific, I moved these fie...
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3,256
asserts replaced by exception for text classification task with test.
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[ "Haha it looks like you got the chance of being reviewed twice at the same time and got the same suggestion twice x)\r\nAnyway it's all good now so we can merge !", "Thanks for the feedback. " ]
2021-11-12T14:05:36
2021-11-12T15:09:33
2021-11-12T14:59:32
CONTRIBUTOR
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I have replaced only a single assert in text_classification.py along with a unit test to verify an exception is raised based on https://github.com/huggingface/datasets/issues/3171 . I would like to first understand the code contribution workflow. So keeping the change to a single file rather than making too many ch...
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2,063,157,187
I_kwDODunzps56-UfD
6,552
Loading a dataset from Google Colab hangs at "Resolving data files".
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[ "This bug comes from the `huggingface_hub` library, see: https://github.com/huggingface/huggingface_hub/issues/1952\r\n\r\nA fix is provided at https://github.com/huggingface/huggingface_hub/pull/1953. Feel free to install `huggingface_hub` from this PR, or wait for it to be merged and the new version of `huggingfa...
2024-01-03T02:18:17
2024-01-08T10:09:04
2024-01-08T10:09:04
NONE
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### Describe the bug Hello, I'm trying to load a dataset from Google Colab but the process hangs at `Resolving data files`: ![image](https://github.com/huggingface/datasets/assets/99779/7175ad85-e571-46ed-9f87-92653985777d) It is happening when the `_get_origin_metadata` definition is invoked: ```python d...
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5,886
Use work-stealing algorithm when parallel computing
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[ "Alternatively we could set the number of shards to be a factor than the number of processes (current they're equal) - this way it will be less likely to end up with a shard that is significantly slower than all the other ones." ]
2023-05-23T03:08:44
2023-05-24T15:30:09
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### Feature request when i used Dataset.map api to process data concurrently, i found that it gets slower and slower as it gets closer to completion. Then i read the source code of arrow_dataset.py and found that it shard the dataset and use multiprocessing pool to execute each shard.It may cause the slowest task ...
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Fix license tag and Source Data section in billsum dataset card
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[ "_The documentation is not available anymore as the PR was closed or merged._", "thanks @albertvillanova done thank you!" ]
2022-08-15T14:37:00
2022-08-22T13:56:24
2022-08-22T13:40:59
CONTRIBUTOR
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Fixed the data source and license fields
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Link to datasets viwer on Quick Tour page returns "502 Bad Gateway"
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[ "This should be fixed now!\r\n\r\ncc @srush " ]
2021-04-20T14:19:51
2021-04-20T15:02:45
2021-04-20T15:02:45
NONE
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Link to datasets viwer (https://huggingface.co/datasets/viewer/) on Quick Tour page (https://huggingface.co/docs/datasets/quicktour.html) returns "502 Bad Gateway" The same error with https://huggingface.co/datasets/viewer/?dataset=glue&config=mrpc
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Change TriviaQA license (#3313)
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2021-11-28T03:26:45
2021-11-29T11:24:21
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Fixes (#3313)
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6,537
Adding support for netCDF (*.nc) files
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[ "Related to #3113 ", "Conceptually, we can use xarray to load the netCDF file, then xarray -> pandas -> pyarrow.", "I'd still need to verify that such a conversion would be lossless, especially for multi-dimensional data." ]
2023-12-27T09:27:29
2023-12-27T20:46:53
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NONE
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### Feature request netCDF (*.nc) is a file format for storing multidimensional scientific data, which is used by packages like `xarray` (labelled multi-dimensional arrays in Python). It would be nice to have native support for netCDF in `datasets`. ### Motivation When uploading *.nc files onto Huggingface Hub throu...
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Restore saved format state in `load_from_disk`
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[ "Hi, can I work on this?", "Hi, sure! Let us know if you need some pointers/help." ]
2022-09-30T12:40:07
2022-10-11T16:49:24
2022-10-11T16:49:24
COLLABORATOR
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Even though we save the `format` state in `save_to_disk`, we don't restore it in `load_from_disk`. We should fix that. Reported here: https://discuss.huggingface.co/t/save-to-disk-loses-formatting-information/23815
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[BUG] Metrics throwing new error on master since 0.4.0
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[ "Update - maybe this is only failing on bleu because I was not tokenizing inputs to the metric", "Closing - seems to be just forgetting to tokenize. And found the helpful discussion in huggingface/evaluate#105 " ]
2020-08-19T21:29:15
2022-06-02T16:41:01
2020-08-19T22:04:40
CONTRIBUTOR
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The following error occurs when passing in references of type `List[List[str]]` to metrics like bleu. Wasn't happening on 0.4.0 but happening now on master. ``` File "/usr/local/lib/python3.7/site-packages/nlp/metric.py", line 226, in compute self.add_batch(predictions=predictions, references=references) ...
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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...
2023-07-26T12:20:54
2023-07-27T16:16:28
2023-07-27T16:16:02
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Removes the warning about requiring to write a dataset loading script to define multiple configurations, as the README YAML can be used instead (for simple cases). Also, deletes the section about using the `BatchSampler` in `torch<=1.12.1` to speed up loading, as `torch 1.12.1` is over a year old (and `torch 2.0` has b...
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train_test_split returns empty dataset item
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[ "The problem still exists after removing the cache files.", "Can you reproduce this example in a Colab so we can investigate? (or give more information on your software/hardware config)", "Thanks for reporting.\r\nI just found the issue, I'm creating a PR", "We'll do a release pretty soon to include the fix :...
2020-09-28T07:19:33
2020-10-07T13:46:33
2020-10-07T13:38:06
NONE
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I try to split my dataset by `train_test_split`, but after that the item in `train` and `test` `Dataset` is empty. The codes: ``` yelp_data = datasets.load_from_disk('/home/ssd4/huanglianzhe/test_yelp') print(yelp_data[0]) yelp_data = yelp_data.train_test_split(test_size=0.1) print(yelp_data) pri...
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Remove os.environ.copy in Dataset.map
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[ "I thought deepcopy on `os.environ` is unsafe (see [this](https://stackoverflow.com/questions/13142972/using-copy-deepcopy-on-os-environ-in-python-appears-broken)), but I can't replicate the behavior described in the linked SO thread.\r\n\r\nClosing this one because #2119 has a much cleaner approach." ]
2021-03-26T03:48:17
2021-03-26T12:03:23
2021-03-26T12:00:05
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Replace `os.environ.copy` with in-place modification Fixes #2115
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fix: raise error when folder-based datasets are loaded without data_dir or data_files
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[ "Great ! Since this logic is specific to one builder class maybe this check can be in the class definition ? I think you can put it in FolderBasedBuilder's `_info()` method." ]
2025-06-16T07:43:59
2025-06-16T12:13:26
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### Related Issues/PRs <!-- Uncomment 'Resolve' if this PR can close the linked items. --> <!-- Resolve --> #6152 --- ### What changes are proposed in this pull request? This PR adds an early validation step for folder-based datasets (like `audiofolder`) to prevent silent fallback behavior. **Before t...
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