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`DatasetBuilder._split_generators` incomplete type annotation
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[ "Good catch! Feel free to open a PR with the suggested fix :).", "There is also the [`MockDownloadManager`](https://github.com/JonasLoos/datasets/blob/main/src/datasets/download/mock_download_manager.py#L33), which seems like it might get passed here too. However, to me, it doesn't really seem relevant to the use...
2024-04-10T14:38:50
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### Describe the bug The [`DatasetBuilder._split_generators`](https://github.com/huggingface/datasets/blob/0f27d7b77c73412cfc50b24354bfd7a3e838202f/src/datasets/builder.py#L1449) function has currently the following signature: ```python class DatasetBuilder: def _split_generators(self, dl_manager: DownloadMan...
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Update pyarrow import warning
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Update the minimum version to >=0.17.1 in the pyarrow version check and update the message. I also moved the check at the top of the __init__.py
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Add CLIMATE-FEVER dataset
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[ "Thank you @lhoestq for your comments! 😄 I added your suggested changes, ran the tests and regenerated `dataset_infos.json` and `dummy_data`." ]
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As suggested by @SBrandeis , fresh PR that adds CLIMATE-FEVER. Replaces PR #1579. --- A dataset adopting the FEVER methodology that consists of 1,535 real-world claims regarding climate-change collected on the internet. Each claim is accompanied by five manually annotated evidence sentences retrieved from the Eng...
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fix reddit tifu dummy data
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`pretty_name` for dataset in YAML tags
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[ "Initially I removed the ` - ` since there was only one `pretty_name` per config but turns out it was breaking here in `from_yaml_string`https://github.com/huggingface/datasets/blob/74751e3f98c74d22c48c6beb1fab0c13b5dfd075/src/datasets/utils/metadata.py#L197 in `/utils/metadata.py`", "@lhoestq I guess this will a...
2021-05-22T09:24:45
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I'm updating `pretty_name` for datasets in YAML tags as discussed with @lhoestq. Here are the first 10, please let me know if they're looking good. If dataset has 1 config, I've added `pretty_name` as `config_name: full_name_of_dataset` as config names were `plain_text`, `default`, `squad` etc (not so important in t...
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Adding the ASSIN 2 dataset
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Adding the ASSIN 2 dataset, a Portuguese language dataset for Natural Language Inference and Semantic Similarity Scoring
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Fix s3fs version in CI
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The latest s3fs version has new constrains on aiobotocore, and therefore on boto3 and botocore This PR changes the constrains to avoid the new conflicts In particular it pins the version of s3fs.
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2021-09-15T09:39:20
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This addresses the issue from #2914 by changing the way fsspec's AbstractFileSystem is accessed.
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load_dataset() does not support tsv
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[ "#self-assign", "Hi @dipsivenkatesh,\r\n\r\nPlease note that this functionality is already implemented. Our CSV builder uses `pandas.read_csv` under the hood, and you can pass the parameter `delimiter=\"\\t\"` to read TSV files.\r\n\r\nSee the list of CSV config parameters in our docs: https://huggingface.co/docs...
2024-02-24T05:56:04
2024-02-26T07:15:07
2024-02-26T07:09:35
NONE
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### Feature request the load_dataset() for local functions support file types like csv, json etc but not of type tsv (tab separated values). ### Motivation cant easily load files of type tsv, have to convert them to another type like csv then load ### Your contribution Can try by raising a PR with a little help, c...
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Add Multiface dataset
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[ "Hi @osanseviero I would like to add this dataset.", "Hey @nandwalritik! Thanks for offering to help!\r\n\r\nThis dataset might be somewhat complex and I'm concerned about it being 65 TB, which would be quite expensive to host. @lhoestq @mariosasko I would love your input if you think it's worth adding this datas...
2022-08-02T21:00:22
2022-08-08T14:42:36
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## Adding a Dataset - **Name:** Multiface dataset - **Description:** f high quality recordings of the faces of 13 identities, each captured in a multi-view capture stage performing various facial expressions. An average of 12,200 (v1 scripts) to 23,000 (v2 scripts) frames per subject with capture rate at 30 fps - **...
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2020-12-08T11:24:16
2020-12-08T18:44:20
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Adding EUconst, a parallel corpus collected from the European Constitution. 21 languages, 210 bitexts
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[ "@lhoestq done! The failing testes don't seem to be related, it seems to be a connection issue, if I understand it correctly.", "merging since the CI is fixed on master" ]
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2020-12-14T18:06:43
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Add LIAR dataset from [“Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News Detection](https://www.aclweb.org/anthology/P17-2067/).
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Bump. (I'm not sure which reviewer to `@` but, previously, @lhoestq has been very helpful 🤗 )" ]
2022-04-12T23:19:04
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Support multiprocessing for download/extract nestedly
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2023-09-12T21:51:08
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### Feature request Current multiprocessing for download/extract is not done nestedly. For example, when processing SlimPajama, there is only 3 processes (for train/test/val), while there are many files inside these 3 folders ``` Downloading data files #0: 0%| | 0/1 [00:00<?, ?obj/s] Downloading data f...
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Add API code examples for remaining main classes
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2022-05-06T18:15:31
2022-05-25T18:05:13
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This PR adds API code examples for the remaining functions in the Main classes. I wasn't too familiar with some of the functions (`decode_batch`, `decode_column`, `decode_example`, etc.) so please feel free to add an example of usage and I can fill in the rest :)
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2021-08-02T10:06:50
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## Adding a Dataset - **Name:** Hypersim - **Description:** photorealistic synthetic dataset for holistic indoor scene understanding - **Paper:** *link to the dataset paper if available* - **Data:** https://github.com/apple/ml-hypersim Instructions to add a new dataset can be found [here](https://github.com/hugg...
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[Tests] Test files locally
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[ "Super nice, good job @patrickvonplaten!" ]
2020-05-08T15:02:43
2020-05-08T19:50:47
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This PR adds a `aws` and a `local` decorator to the tests so that tests now run on the local datasets. By default, the `aws` is deactivated and `local` is activated and `slow` is deactivated, so that only 1 test per dataset runs on circle ci. **When local is activated all folders in `./datasets` are tested.** ...
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Give a user feedback if the dataset he loads is streamable or not
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[ "#self-assign", "I understand it already raises a `NotImplementedError` exception, eg:\r\n\r\n```\r\n>>> dataset = load_dataset(\"journalists_questions\", name=\"plain_text\", split=\"train\", streaming=True)\r\n\r\n[...]\r\nNotImplementedError: Extraction protocol for file at https://drive.google.com/uc?export=d...
2021-07-15T09:07:27
2021-08-02T11:03:21
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**Is your feature request related to a problem? Please describe.** I would love to know if a `dataset` is with the current implementation streamable or not. **Describe the solution you'd like** We could show a warning when a dataset is loaded with `load_dataset('...',streaming=True)` when its lot streamable, e.g....
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Support saving datasets with custom formatting
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[ "Not a fan of pickling this sort of stuff either.\r\nNote that users can also share the code in their dataset documentation." ]
2023-09-06T16:03:32
2023-09-06T18:32:07
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Requested in https://discuss.huggingface.co/t/using-set-transform-on-a-dataset-leads-to-an-exception/53036. I am not sure if supporting this is the best idea for the following reasons: >For this to work, we would have to pickle a custom transform, which means the transform and the objects it references need to be...
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Add support for axis in concatenate datasets
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[ "@lhoestq I am going to implement the consolidation step you mentioned in #1870.", "@lhoestq I was thinking that the order of the TableBlocks is not relevant, isn't it?\r\n\r\nI mean, in order to consolidate _consecutive_ in-memory table blocks, in this case:\r\n```\r\nblocks = [in_memory_1, memory_mapped, in_mem...
2021-03-30T16:58:44
2021-06-23T17:41:02
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Add support for `axis` (0 or 1) in `concatenate_datasets`. Close #853.
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Add C4
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[ "Update on this: I'm computing the checksums of the data files. It will be available soon", "Added in #2575 :)" ]
2021-06-17T10:31:04
2021-07-05T12:36:58
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## Adding a Dataset - **Name:** *C4* - **Description:** *https://github.com/allenai/allennlp/discussions/5056* - **Paper:** *https://arxiv.org/abs/1910.10683* - **Data:** *https://huggingface.co/datasets/allenai/c4* - **Motivation:** *Used a lot for pretraining* Instructions to add a new dataset can be found [h...
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Add load_dataset_builder
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[ "Hi @mariosasko, thanks for taking on this issue.\r\n\r\nJust a few logistic suggestions, as you are one of our most active contributors ❤️ :\r\n- When you start working on an issue, you can self-assign it to you by commenting on the issue page with the keyword: `#self-assign`; we have implemented a GitHub Action t...
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Adds the `load_dataset_builder` function. The good thing is that we can reuse this function to load the dataset info without downloading the dataset itself. TODOs: - [x] Add docstring and entry in the docs - [x] Add tests Closes #2484
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Fix reload cache with data dir
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6632). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
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The cache used to only check for the latest cache directory with a given config_name, but it was wrong (e.g. `default-data_dir=data%2Ffortran-data_dir=data%2Ffortran` instead of `default-data_dir=data%2Ffortran`) I fixed this by not passing the `config_kwargs` to the parent Builder `__init__`, and passing the config...
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fix decoding tests
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7560). 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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Support huggingface_hub 0.5
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[ "Looks like GH actions is not able to resolve `huggingface_hub` 0.5.0, I'm investivating", "_The documentation is not available anymore as the PR was closed or merged._", "I'm glad to see changes in `huggingface_hub` are simplifying code here.", "seems to supersede #4102, feel free to close mine :)", "maybe...
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Following https://github.com/huggingface/datasets/issues/4105 `huggingface_hub` deprecated some parameters in `HfApi` in 0.5. This PR updates all the calls to HfApi to remove all the deprecations, <s>and I set the `hugginface_hub` requirement to `>=0.5.0`</s> cc @adrinjalali @LysandreJik
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Fix time type `_arrow_to_datasets_dtype` conversion
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Fix #4620 The issue stems from the fact that `pa.array([time_data]).type` returns `DataType(time64[unit])`, which doesn't expose the `unit` attribute, instead of `Time64Type(time64[unit])`. I believe this is a bug in PyArrow. Luckily, the both types have the same `str()`, so in this PR I call `pa.type_for_alias(str(...
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Resolved for empty datafiles
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[ "Closes #6152 ", "@mariosasko I hope this resolves #6152 " ]
2024-12-09T15:47:22
2024-12-27T18:20:21
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NONE
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Resolved for Issue#6152
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1,757
FewRel
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[ "+1", "@dspoka Please check the following link : https://github.com/thunlp/FewRel\r\nThis link mentions two versions of the datasets. Also, this one seems to be the official link.\r\n\r\nI am assuming this is the correct link and implementing based on the same.", "Hi @lhoestq,\r\n\r\nThis issue can be closed, I...
2021-01-20T23:56:03
2021-03-09T02:52:05
2021-03-08T14:34:52
NONE
null
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## Adding a Dataset - **Name:** FewRel - **Description:** Large-Scale Supervised Few-Shot Relation Classification Dataset - **Paper:** @inproceedings{han2018fewrel, title={FewRel:A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation}, auth...
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4,986
[doc] Fix broken snippet that had too many quotes
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Spent the day familiarising myself with the huggingface line of products, and happened to run into some small issues here and there. Magically, I've found exactly one small issue in `transformers`, one in `accelerate` and now one in ...
2022-09-16T12:41:07
2022-09-16T22:12:21
2022-09-16T17:32:14
MEMBER
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Hello! ### Pull request overview * Fix broken snippet in https://huggingface.co/docs/datasets/main/en/process that has too many quotes ### Details The snippet in question can be found here: https://huggingface.co/docs/datasets/main/en/process#map This screenshot shows the issue, there is a quote too many, caus...
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3,557
Fix bug in `ImageClassifcation` task template
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[ "The CI failures are unrelated to the changes in this PR.", "> The CI failures are unrelated to the changes in this PR.\r\n\r\nIt seems that some of the failures are due to the tests on the dataset cards (e.g. CIFAR, MNIST, FASHION_MNIST). Perhaps it's worth addressing those in this PR to avoid confusing downstre...
2022-01-10T14:09:59
2022-01-11T15:47:52
2022-01-11T15:47:52
COLLABORATOR
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Fixes a bug in the `ImageClassification` task template which requires specifying class labels twice in dataset scripts. Additionally, this PR refactors the API around the classification task templates for cleaner `labels` handling. CC: @lewtun @nateraw
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load_dataset("timit_asr") gives back duplicates of just one sample text
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[ "Upgrading datasets to version 1.6 fixes the issue", "This bug was fixed in #1995. Upgrading the `datasets` should work! ", "Thanks @ekeleshian for having reported.\r\n\r\nI am closing this issue once that you updated `datasets`. Feel free to reopen it if the problem persists." ]
2021-05-05T13:14:48
2021-05-07T10:32:30
2021-05-07T10:32:30
NONE
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## Describe the bug When you look up on key ["train"] and then ['text'], you get back a list with just one sentence duplicated 4620 times. Namely, the sentence "Would such an act of refusal be useful?". Similarly when you look up ['test'] and then ['text'], the list is one sentence repeated "The bungalow was pleasant...
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My Private Dataset doesn't exist on the Hub or cannot be accessed
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[ "I can load public dataset, but for my private dataset it fails", "https://huggingface.co/docs/datasets/upload_dataset", "I have checked the API HTTP link. Repository Not Found for url: https://huggingface.co/api/datasets/xxx/xxx.\r\n\r\n![image](https://github.com/huggingface/datasets/assets/39621324/4aceef59-...
2024-06-06T06:52:19
2024-07-01T11:27:46
2024-07-01T11:27:46
NONE
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### Describe the bug ``` File "/root/miniconda3/envs/gino_conda/lib/python3.9/site-packages/datasets/load.py", line 1852, in dataset_module_factory raise DatasetNotFoundError(msg + f" at revision '{revision}'" if revision else msg) datasets.exceptions.DatasetNotFoundError: Dataset 'xxx' doesn't exist on t...
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What is the best way to cache a dataset?
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[ "Everything is already cached by default in 🤗nlp (in particular dataset\nloading and all the “map()” operations) so I don’t think you need to do any\nspecific caching in streamlit.\n\nTell us if you feel like it’s not the case.\n\nOn Sat, 6 Jun 2020 at 13:02, Fabrizio Milo <notifications@github.com> wrote:\n\n> Fo...
2020-06-06T11:02:07
2020-07-09T09:15:07
2020-07-09T09:15:07
NONE
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For example if I want to use streamlit with a nlp dataset: ``` @st.cache def load_data(): return nlp.load_dataset('squad') ``` This code raises the error "uncachable object" Right now I just fixed with a constant for my specific case: ``` @st.cache(hash_funcs={pyarrow.lib.Buffer: lambda b: 0}) ```...
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Update README.md for SQuAD v2 metric
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3908). All of your documentation changes will be reflected on that endpoint." ]
2022-03-14T15:53:10
2022-03-15T17:04:11
2022-03-15T17:04:11
CONTRIBUTOR
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Putting "Values from popular papers" as a subsection of "Output values"
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Update metadata for x_stance dataset
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[ "Great! Thanks @jvamvas for these updates.\r\n", "I have fixed a warning. The remaining test failure is due to an unrelated dataset.", "We just fixed the other dataset on master. Could you rebase from master and push to rerun the CI ?" ]
2020-06-22T09:13:26
2020-06-23T08:07:24
2020-06-23T08:07:24
CONTRIBUTOR
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Thank you for featuring the x_stance dataset in your library. This PR updates some metadata: - Citation: Replace preprint with proceedings - URL: Use a URL with long-term availability
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Dataset.from_generator() cost much more time in vscode debugging mode then running mode
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[ "Answered on the forum: https://discuss.huggingface.co/t/dataset-from-generator-cost-much-more-time-in-vscode-debugging-mode-then-running-mode/56005/2" ]
2023-09-23T02:07:26
2023-10-03T14:42:53
2023-10-03T14:42:53
NONE
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### Describe the bug Hey there, I’m using Dataset.from_generator() to convert a torch_dataset to the Huggingface Dataset. However, when I debug my code on vscode, I find that it runs really slow on Dataset.from_generator() which may even 20 times longer then run the script on terminal. ### Steps to reproduce the bu...
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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...
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`map()` stops every 1000 steps
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[ "Hi !\r\n\r\n> It starts using all the cores (I am not sure why because I did not pass num_proc)\r\n\r\nThe tokenizer uses Rust code that is multithreaded. And maybe the `feature_extractor` might run some things in parallel as well - but I'm not super familiar with its internals.\r\n\r\n> then progress bar stops at...
2022-12-07T19:09:40
2025-02-14T18:10:07
2022-12-10T00:39:28
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### Describe the bug I am passing the following `prepare_dataset` function to `Dataset.map` (code is inspired from [here](https://github.com/huggingface/community-events/blob/main/whisper-fine-tuning-event/run_speech_recognition_seq2seq_streaming.py#L454)) ```python3 def prepare_dataset(batch): # load and res...
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Add MWSC
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[ "Looks good to me" ]
2020-06-25T09:22:02
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Adding the [Modified Winograd Schema Challenge](https://github.com/salesforce/decaNLP/blob/master/local_data/schema.txt) dataset which formed part of the [decaNLP](http://decanlp.com/) benchmark. Not sure how much use people would find for it it outside of the benchmark, but it is general purpose. Code is heavily bo...
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This PR implements `builder.as_iterable_dataset(split=...)` as discussed in #5481. It allows users to load an `IterableDataset` directly from cached Arrow files (using ArrowReader and ArrowExamplesIterable), without loading the full dataset into memory. This is useful for large-scale training scenarios where memo...
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[ "Hi ! Thanks for adding this dataset :)\r\n\r\nRegarding your questions:\r\n1. We can have them as different configuration of the `rico` dataset\r\n2. Yes please use the path to the image and not open the image directly, so that we can let users open the image one at at time during training if they want to for exam...
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2022-10-03T09:38:18
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Hi there! I'm wanting to add the Rico datasets for software engineering type data to y'alls awesome library. However, as I have started coding, I've ran into a few hiccups so I thought it best to open the PR early to get a bit of discussion on how the Rico datasets should be added to the `datasets` lib. 1) There ...
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Make streamable the BnL Historical Newspapers dataset
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I've refactored the code in order to make the dataset streamable and to avoid it takes too long: - I've used `iter_files` Close #3615
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[docs] make dummy data creation optional
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3894). All of your documentation changes will be reflected on that endpoint.", "The dev doc build rendering doesn't seem to be updated with my last commit for some reason", "Merging it anyway since I'd like to share this page...
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Related to #3507 : dummy data for datasets created on the Hugging Face Hub are optional. We can discuss later to make them optional for datasets in this repository as well
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Allow concatenation of datasets with mixed structs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6587). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "friendly bump", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<...
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2024-02-15T15:20:06
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Fixes #6466 The idea is to do a recursive check for structs. PyArrow handles it well enough. For a demo you can do: ```python from datasets import Dataset, concatenate_datasets ds = Dataset.from_dict({'speaker': [{'name': 'Ben', 'email': None}]}) ds2 = Dataset.from_dict({'speaker': [{'name': 'Fred', 'e...
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Addd options to use updated bleurt checkpoints
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Adds options to use newer recommended checkpoint (as of 2021/10/8) bleurt-20 and its distilled versions. Updated checkpoints are described in https://github.com/google-research/bleurt/blob/master/checkpoints.md#the-recommended-checkpoint-bleurt-20 This change won't affect the default behavior of metrics/bleurt. ...
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Minor fix in MATH dataset for Windows pathname component separator. Related to #2982.
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Add Wikimedia pre-processed datasets
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[ "As we are planning to stop using Apache Beam (our `datasets.BeamBasedBuilder`) for the generation of some datasets (including [Wikipedia](https://huggingface.co/datasets/wikipedia/blob/main/wikipedia.py)), I have been working on [wikimedia/wikipedia](https://huggingface.co/datasets/wikimedia/wikipedia) to:\r\n- Po...
2021-12-07T17:33:19
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## Adding a Dataset - **Name:** Add pre-processed data to: - *wikimedia/wikipedia*: https://huggingface.co/datasets/wikimedia/wikipedia - *wikimedia/wikisource*: https://huggingface.co/datasets/wikimedia/wikisource - **Description:** Add pre-processed data to the Hub for all languages - **Paper:** *link to the...
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Preserve dtype for numpy/torch/tf/jax arrays
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[ "Hi @lhoestq, \r\nIt turns out that pyarrow `ListArray` are not recognized as list-like when we get output from `numpy_to_pyarrow_listarray`. This might cause tests to fail. If possible can we convert that `ListArray` output to list inorder for tests to pass? Under the hood it'll maintain the dtype as that of numpy...
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Fixes #625. This lets the user preserve the dtype of numpy array to pyarrow array which was getting lost due to conversion of numpy array -> list -> pyarrow array.
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AttributeError: module 'numpy' has no attribute 'object'. in Kaggle Notebook
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[ "Hi! You can fix this by updating the `datasets` package with `pip install -U datasets` and restarting the notebook.\r\n", "Kaggle removed the problematic `datasets==2.1.0` pin last week, so I'm closing this issue (now it pre-installs the latest version)." ]
2024-04-05T14:31:48
2024-04-11T17:18:53
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### Describe the bug # problem I can't resample audio dataset in Kaggle Notebook. It looks like some code in `datasets` library use aliases that were deprecated in NumPy 1.20. ## code for resampling ``` from datasets import load_dataset, Audio from transformers import AutoFeatureExtractor from transformers imp...
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Manually dataset info made not taken into account
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[ "hi @jplu ! Did I understand you correctly that you create the dataset, push it to the Hub with `.push_to_hub` and you see a `dataset_infos.json` file there, then you edit this file, load the dataset with `load_dataset` and you don't see any changes in `.info` attribute of a dataset object? \r\n\r\nThis is actually...
2023-04-05T11:15:17
2023-04-06T08:52:20
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### Describe the bug Hello, I'm manually building an image dataset with the `from_dict` approach. I also build the features with the `cast_features` methods. Once the dataset is created I push it on the hub, and a default `dataset_infos.json` file seems to have been automatically added to the repo in same time. Hen...
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Update data URL in pubmed dataset
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[ "- I updated the previous dummy data: I just had to rename the file and its directory\r\n - the dummy data zip contains only a single file: `pubmed22n0001.xml.gz`\r\n\r\nThen I discover it fails: https://app.circleci.com/pipelines/github/huggingface/datasets/9800/workflows/173a4433-8feb-4fc6-ab9e-59762084e3e1/jobs...
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Fix #3655.
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How to load data from lakefs
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[ "You can create a `pandas` DataFrame following [this](https://lakefs.io/data-version-control/dvc-using-python/) tutorial, and then convert this DataFrame to a `Dataset` with `datasets.Dataset.from_pandas`. For larger datasets (to memory map them), you can use `Dataset.from_generator` with a generator function that ...
2023-12-06T09:04:11
2024-07-03T19:13:57
2024-07-03T19:13:56
CONTRIBUTOR
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My dataset is stored on the company's lakefs server. How can I write code to load the dataset? It would be great if I could provide code examples or provide some references
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Add ability to load newer, cleaner version of Multi-News
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[ "Hi! Our versioning is based on Git revisions (the `revision` param in `load_dataset`), so you can just replace the old URL with the new one and open a PR :). I can also give you some pointers if needed.", "@mariosasko Awesome thanks! I will do that. Looks like this new version of the data is not available as a z...
2022-05-31T21:00:44
2022-06-07T17:14:44
2022-06-07T17:14:44
CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** The [Multi-News dataloader points to the original version of the Multi-News dataset](https://github.com/huggingface/datasets/blob/12540dd75015678ec6019f258d811ee107439a73/datasets/multi_news/multi_news.py#L47), but this has [known errors in it](https...
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There were a few issues with conda releases (they've been failing for a while now). To fix this I had to: - add the --single-version-externally-managed tag to the build stage (suggestion from [here](https://stackoverflow.com/a/64825075)) - set the python version of the conda build stage to 3.8 since 3.9 isn't suppor...
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Add PubTables-1M
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[ "cc @albertvillanova the author would like to add this dataset to the hub: https://github.com/microsoft/table-transformer/issues/68#issuecomment-1319114621. Could you help him out?" ]
2022-11-18T07:56:36
2022-11-18T08:02:18
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### Name PubTables-1M ### Paper https://openaccess.thecvf.com/content/CVPR2022/html/Smock_PubTables-1M_Towards_Comprehensive_Table_Extraction_From_Unstructured_Documents_CVPR_2022_paper.html ### Data https://github.com/microsoft/table-transformer ### Motivation Table Transformer is now available in 🤗 Transforme...
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Fix ConnectionError in Scielo dataset
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[ "The CI error is unrelated to the change." ]
2021-11-12T18:02:37
2021-11-16T18:18:17
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This PR: * allows 403 status code in HEAD requests to S3 buckets to fix the connection error in the Scielo dataset (instead of `url`, uses `response.url` to check the URL of the final endpoint) * makes the Scielo dataset streamable Fixes #3255.
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As noticed in #807 there's currently an issue with `cached_path` not raising `FileNotFoundError` on windows for absolute paths. This is due to the way we check for a path to be local or not. The check on the scheme using urlparse was incomplete. I fixed this and added tests
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Fix wrong delimiter in text dataset
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2020-09-29T09:43:24
2021-05-05T18:24:31
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The delimiter is set to the bell character as it is used nowhere is text files usually. However in the text dataset the delimiter was set to `\b` which is backspace in python, while the bell character is `\a`. I replace \b by \a Hopefully it fixes issues mentioned by some users in #622
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Replace amazon_polarity data URL
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2022-03-25T10:50:57
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I replaced the Google Drive URL of the dataset by the FastAI one, since we've had some issues with Google Drive.
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Fix typo in error message
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2022-09-26T14:10:09
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[Docs] map() example uses undefined `tokenizer` — causes NameError
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[ "I've submitted PR #7704 which adds documentation to clarify the behavior of `map()` when returning `None`." ]
2025-07-26T13:35:11
2025-07-27T09:44:35
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## Description The current documentation example for `datasets.Dataset.map()` demonstrates batched processing but uses a `tokenizer` object without defining or importing it. This causes an error every time it's copied. Here is the problematic line: ```python # process a batch of examples >>> ds = ds.map(lambda examp...
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Update IndicGLUE download links
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2022-09-15T10:05:57
2022-09-15T22:00:20
2022-09-15T21:57:34
CONTRIBUTOR
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7,531
Deepspeed reward training hangs at end of training with Dataset.from_list
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[ "Hi ! How big is the dataset ? if you load it using `from_list`, the dataset lives in memory and has to be copied to every gpu process, which can be slow.\n\nIt's fasted if you load it from JSON files from disk, because in that case the dataset in converted to Arrow and loaded from disk using memory mapping. Memory...
2025-04-21T17:29:20
2025-06-29T06:20:45
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There seems to be a weird interaction between Deepspeed, the Dataset.from_list method and trl's RewardTrainer. On a multi-GPU setup (10 A100s), training always hangs at the very end of training until it times out. The training itself works fine until the end of training and running the same script with Deepspeed on a s...
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Add ffmpeg4 installation instructions in warnings
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[ "_The documentation is not available anymore as the PR was closed or merged._", "To make it warn only once, feel free to use a global counter in python - and if the warning has already been done, you don't do it again", "> Added the same formatting for the error message :)\r\n\r\nnice!! thank you! \r\n\r\n> Oh ...
2022-10-26T14:21:14
2022-10-27T09:01:12
2022-10-27T08:58:58
CONTRIBUTOR
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Adds instructions on how to install `ffmpeg=4` on Linux (relevant for Colab users). Looks pretty ugly because I didn't find a way to check `ffmpeg` version from python (without `subprocess.call()`; `ctypes.util.find_library` doesn't work`), so the warning is raised on each decoding. Any suggestions on how to make it...
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1,579
Adding CLIMATE-FEVER dataset
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[ "I `git rebase`ed my branch to `upstream/master` as suggested in point 7 of <https://huggingface.co/docs/datasets/share_dataset.html> and subsequently used `git pull` to be able to push to my remote branch. However, I think this messed up the history.\r\n\r\nPlease let me know if I should create a clean new PR with...
2020-12-15T16:49:22
2020-12-22T13:43:16
2020-12-22T13:43:15
CONTRIBUTOR
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This PR request the addition of the CLIMATE-FEVER dataset: A dataset adopting the FEVER methodology that consists of 1,535 real-world claims regarding climate-change collected on the internet. Each claim is accompanied by five manually annotated evidence sentences retrieved from the English Wikipedia that support, ref...
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971,436,456
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2,805
Fix streaming zip files from canonical datasets
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2021-08-16T07:11:40
2021-08-16T10:34:00
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Previous PR #2798 fixed streaming remote zip files when passing the parameter `data_files`. However, that broke streaming zip files used in canonical `datasets` scripts, which normally have a subsequent `join()` (patched with `xjoin()`) after the `StreamingDownloadManager.download_and_extract()` is called. This P...
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Small update to the doc: add flatten_indices in doc
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2020-12-05T21:30:10
2020-12-07T13:42:57
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Small update to the doc: add flatten_indices in doc
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Streaming for the Pandas loader
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2021-07-13T09:18:21
2021-07-13T14:37:24
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It was not using open in the builder. Therefore pd.read_pickle could fail when streaming from a private repo for example. Indeed, when streaming, open is extended to support reading from remote files and handles authentication to the HF Hub
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`udhr` doesn't load, dataset checksum mismatch
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2022-05-17T13:47:09
2022-06-08T19:11:21
2022-06-08T19:11:21
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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Added the Ascent KB
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[ "Thanks for approving it!" ]
2021-05-09T14:17:39
2021-05-11T09:16:59
2021-05-11T09:16:59
CONTRIBUTOR
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Added the Ascent Commonsense KB of 8.9M assertions. - Paper: [Advanced Semantics for Commonsense Knowledge Extraction (WWW'21)](https://arxiv.org/abs/2011.00905) - Website: https://ascent.mpi-inf.mpg.de/ (I am the author of the dataset)
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Add KorNLU dataset
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[ "Nice thank you !\r\nCan you regenerate the dataset_infos.json file ? Since we changed the features we must update it\r\n\r\nThen I think we'll be good to merge :)" ]
2020-12-03T16:52:39
2020-12-04T11:05:19
2020-12-04T11:05:19
CONTRIBUTOR
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Added Korean NLU datasets. The link to the dataset can be found [here](https://github.com/kakaobrain/KorNLUDatasets) and the paper can be found [here](https://arxiv.org/abs/2004.03289) **Note**: The MNLI tsv file is broken, so this code currently excludes the file. Please suggest other alternative if any @lhoestq ...
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3,035
`load_dataset` does not work with uploaded arrow file
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[ "Hi ! This is not a bug, this is simply not implemented.\r\n`save_to_disk` is for on-disk serialization and was not made compatible for the Hub.\r\nThat being said, I agree we actually should make it work with the Hub x)", "cc @LysandreJik maybe we can solve this at the same time as adding `push_to_hub`" ]
2021-10-05T20:15:10
2021-10-06T17:01:37
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## Describe the bug I've preprocessed and uploaded a dataset here: https://huggingface.co/datasets/ami-wav2vec2/ami_headset_single_preprocessed . The dataset is in `.arrow` format. The dataset can correctly be loaded when doing: ```bash git lfs install git clone https://huggingface.co/datasets/ami-wav2vec2/a...
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asserts replaced with exception for ``fingerprint.py``, ``search.py``, ``arrow_writer.py`` and ``metric.py``
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2021-11-20T14:51:23
2021-11-22T18:24:32
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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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Fix CI by temporarily pinning ruff < 0.5.0
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7007). 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>...
2024-06-28T05:09:17
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As a hotfix for CI, temporarily pin ruff upper version < 0.5.0. Fix #7006. Revert once root cause is fixed.
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Support WebDataset containing file basenames with dots
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6888). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "I think webdataset splits the file name and extension using the first dot no ?\r\n\r\nh...
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Support WebDataset containing file basenames with dots. Fix #6880.
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Whisper Event - RuntimeError: The size of tensor a (504) must match the size of tensor b (448) at non-singleton dimension 1 100% 1000/1000 [2:52:21<00:00, 10.34s/it]
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[ "Hey @catswithbats! Super sorry for the late reply! This is happening because there is data with label length (504) that exceeds the model's max length (448). \r\n\r\nThere are two options here:\r\n1. Increase the model's `max_length` parameter: \r\n```python\r\nmodel.config.max_length = 512\r\n```\r\n2. Filter dat...
2022-12-25T15:17:14
2023-07-21T14:29:47
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Done in a VM with a GPU (Ubuntu) following the [Whisper Event - PYTHON](https://github.com/huggingface/community-events/tree/main/whisper-fine-tuning-event#python-script) instructions. Attempted using [RuntimeError: he size of tensor a (504) must match the size of tensor b (448) at non-singleton dimension 1 100% 1...
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Specify dataset columns types in typehint
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2025-08-02T13:22:31
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### Feature request Make dataset optionaly generic to datasets usage with type annotations like it was done in `torch.Dataloader` https://github.com/pytorch/pytorch/blob/134179474539648ba7dee1317959529fbd0e7f89/torch/utils/data/dataloader.py#L131 ### Motivation In MTEB we're using a lot of datasets objects, but they...
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Update README.md for SQuAD metric
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2022-03-14T15:52:31
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Putting "Values from popular papers" as a subsection of "Output values"
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Make IterableDataset.from_spark more efficient
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[ "@lhoestq would you be able to review this please and also approve the workflow?", "Sounds good to me :) feel free to run `make style` to apply code formatting", "_The documentation is not available anymore as the PR was closed or merged._", "cool ! I think we can merge once all comments have been addressed",...
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Moved the code from using collect() to using toLocalIterator, which allows for prefetching partitions that will be selected next, thus allowing for better performance when iterating.
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Update the beans dataset link in Preprocess
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2025-06-30T09:58:44
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In the Preprocess tutorial, the to "the beans dataset" is incorrect. Fixed.
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Dill 3.7 support
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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...
2023-07-24T12:33:58
2023-07-24T14:13:20
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Adds support for dill 3.7.
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Cannot preview 'indonesian-nlp/eli5_id' dataset
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[ "Hi @cahya-wirawan, thanks for reporting.\r\n\r\nYour dataset is working OK in streaming mode:\r\n```python\r\nIn [1]: from datasets import load_dataset\r\n ...: ds = load_dataset(\"indonesian-nlp/eli5_id\", split=\"train\", streaming=True)\r\n ...: item = next(iter(ds))\r\n ...: item\r\nUsing custom data con...
2022-03-19T06:54:09
2022-03-24T16:34:24
2022-03-24T16:34:24
CONTRIBUTOR
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## Dataset viewer issue for '*indonesian-nlp/eli5_id*' **Link:** https://huggingface.co/datasets/indonesian-nlp/eli5_id I can not see the dataset preview. ``` Server Error Status code: 400 Exception: Status400Error Message: Not found. Maybe the cache is missing, or maybe the dataset does not exis...
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Properly raise FileNotFound even if the dataset is private
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-06-21T17:05:50
2022-06-28T10:46:51
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`tests/test_load.py::test_load_streaming_private_dataset` was failing because the hub now returns 401 when getting the HfApi.dataset_info of a dataset without authentication. `load_dataset` was raising ConnectionError, while it should be FileNoteFoundError since it first checks for local files before checking the Hub. ...
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Add SD task for SUPERB
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[ "I make a summary about our discussion with @lewtun and @Narsil on the agreed schema for this dataset and the additional steps required to generate the 2D array labels:\r\n- The labels for this dataset are a 2D array:\r\n Given an example:\r\n ```python\r\n {\"record_id\": record_id, \"file\": file, \"start\": s...
2021-07-16T16:43:21
2021-08-04T17:03:53
2021-08-04T17:03:53
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Include the SD (Speaker Diarization) task as described in the [SUPERB paper](https://arxiv.org/abs/2105.01051) and `s3prl` [instructions](https://github.com/s3prl/s3prl/tree/master/s3prl/downstream#sd-speaker-diarization). TODO: - [x] Generate the LibriMix corpus - [x] Prepare the corpus for diarization - [x] Upl...
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Pin sqlalchemy
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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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since sqlalchemy update to 2.0.0 the CI started to fail: https://github.com/huggingface/datasets/actions/runs/4023742457/jobs/6914976514 the error comes from pandas: https://github.com/pandas-dev/pandas/issues/51015
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Failure to save with save_to_disk
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[ "Hi thanks for reporting and for proposing a fix :)\r\n\r\nI just merged a fix, feel free to try it from the master branch !", "Closing since this has been fixed by #1923" ]
2021-02-20T14:18:10
2021-03-03T17:40:27
2021-03-03T17:40:27
CONTRIBUTOR
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When I try to save a dataset locally using the `save_to_disk` method I get the error: ```bash FileNotFoundError: [Errno 2] No such file or directory: '/content/squad/train/squad-train.arrow' ``` To replicate: 1. Install `datasets` from master 2. Run this code: ```python from datasets import load...
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Delete extracted files when loading dataset
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[ "Sure @stas00, it is still a draft pull request. :)", "Yes, I noticed it after reviewing - my apologies.", "The problem with this approach is that it also deletes the downloaded files (if they need not be extracted). 😟 ", "> The problem with this approach is that it also deletes the downloaded files (if they...
2021-07-12T16:39:33
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2021-07-19T09:08:19
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Close #2481, close #2604, close #2591. cc: @stas00, @thomwolf, @BirgerMoell
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Add support for fast tokenizer in BertScore
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2021-08-07T15:00:03
2021-08-09T12:34:43
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This PR adds support for a fast tokenizer in BertScore, which has been added recently to the lib. Fixes #2765
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load_dataset error
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[ "Hi, @lion-ops.\r\n\r\nIn our Continuous Integration we have many tests on loading JSON files and all of them work properly.\r\n\r\nCould you please share your \"train.json\" file, so that we can try to reproduce the issue you have? ", "> Hi, @lion-ops.\r\n> \r\n> In our Continuous Integration we have many tests ...
2024-06-04T01:24:45
2024-07-01T11:33:46
2024-07-01T11:33:46
NONE
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### Describe the bug Why does the program get stuck when I use load_dataset method, and it still gets stuck after loading for several hours? In fact, my json file is only 21m, and I can load it in one go using open('', 'r'). ### Steps to reproduce the bug 1. pip install datasets==2.19.2 2. from datasets import Data...
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7,183
CI is broken for deps-latest
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2024-09-30T14:02:07
2024-09-30T14:38:58
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See: https://github.com/huggingface/datasets/actions/runs/11106149906/job/30853879890 ``` =========================== short test summary info ============================ FAILED tests/test_arrow_dataset.py::BaseDatasetTest::test_filter_caching_on_disk - AssertionError: Lists differ: [{'fi[44 chars] {'filename': '/...
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493
Fix wmt zh-en url
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[ "this doesn't work. I can decompress the file after download locally." ]
2020-08-11T02:14:52
2020-08-11T02:22:28
2020-08-11T02:22:12
CONTRIBUTOR
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I verified that ``` wget https://stuncorpusprod.blob.core.windows.net/corpusfiles/UNv1.0.en-zh.tar.gz.00 ``` runs in 2 minutes.
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7,659
Update the beans dataset link in Preprocess
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2025-06-30T09:58:44
2025-07-07T08:38:19
2025-07-01T14:01:42
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In the Preprocess tutorial, the to "the beans dataset" is incorrect. Fixed.
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Fix cats_vs_dogs
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-09-30T08:47:29
2022-09-30T10:23:22
2022-09-30T09:34:28
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Reported in https://github.com/huggingface/datasets/pull/3878 I updated the number of examples
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Add Mahalanobis distance metric
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2022-02-27T10:56:31
2022-03-02T14:46:15
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Mahalanobis distance is a very useful metric to measure the distance from one datapoint X to a distribution P. In this PR I implement the metric in a simple way with the help of numpy only. Similar to the [MAUVE implementation](https://github.com/huggingface/datasets/blob/master/metrics/mauve/mauve.py), we can mak...
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IterableDataset raises exception instead of retrying
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[ "Thanks for reporting! I've opened a PR with a fix.", "Thanks, @mariosasko! Related question (although I guess this is a feature request): could we have some kind of exponential back-off for these retries? Here's my reasoning:\r\n- If a one-time accidental error happens, you should retry immediately and will succ...
2024-04-26T10:00:43
2024-10-28T14:57:07
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### Describe the bug In light of the recent server outages, I decided to look into whether I could somehow wrap my IterableDataset streams to retry rather than error out immediately. To my surprise, `datasets` [already supports retries](https://github.com/huggingface/datasets/issues/6172#issuecomment-1794876229). Si...
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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...
2021-07-27T20:23:23
2021-07-28T09:58:34
2021-07-28T08:53:18
COLLABORATOR
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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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