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2026-05-16 13:28:01
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https://api.github.com/repos/huggingface/datasets/issues/7267
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https://github.com/huggingface/datasets/issues/7267
2,626,490,029
I_kwDODunzps6cjQ6t
7,267
Source installation fails on Macintosh with python 3.10
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[ "I encountered the same problem on M1, a workaround I did was to simply comment out the dependency:\r\n\r\n```python\r\n...\r\n \"zstandard\",\r\n \"polars[timezone]>=0.20.0\",\r\n # \"decord==0.6.0\",\r\n]\r\n```\r\n\r\nThis worked for me as the adjustments I did to the code do not use the dependency, but...
2024-10-31T10:18:45Z
2024-11-04T22:18:06Z
null
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### Describe the bug Hi, Decord is a dev dependency not maintained since couple years. It does not have an ARM package available rendering it uninstallable on non-intel based macs Suggestion is to move to eva-decord (https://github.com/georgia-tech-db/eva-decord) which doesnt have this problem. Happy to...
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5,295
Extractions failed when .zip file located on read-only path (e.g., SageMaker FastFile mode)
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[ "Hi ! Thanks for reporting. Indeed the lock file should be placed in a directory with write permission (e.g. in the directory where the archive is extracted).", "I opened https://github.com/huggingface/datasets/pull/5320 to fix this - it places the lock file in the cache directory instead of trying to put in next...
2022-11-25T03:59:43Z
2023-07-21T14:39:09Z
2023-07-21T14:39:09Z
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### Describe the bug Hi, `load_dataset()` does not work .zip files located on a read-only directory. Looks like it's because Dataset creates a lock file in the [same directory](https://github.com/huggingface/datasets/blob/df4bdd365f2abb695f113cbf8856a925bc70901b/src/datasets/utils/extract.py) as the .zip file. ...
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2,139,522,827
I_kwDODunzps5_hocL
6,673
IterableDataset `set_epoch` is ignored when DataLoader `persistent_workers=True`
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2024-02-16T21:38:12Z
2024-07-01T17:45:31Z
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### Describe the bug When persistent workers are enabled, the epoch that's set via the IterableDataset instance held by the training process is ignored by the workers as they are disconnected across processes. PyTorch samplers for non-iterable datasets have a mechanism to sync this, datasets.IterableDataset does ...
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4,571
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...
2022-06-26T11:19:09Z
2023-09-25T12:05:18Z
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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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1,043,213,660
I_kwDODunzps4-Li1c
3,202
Add mIoU metric
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[ "Resolved via https://github.com/huggingface/datasets/pull/3745." ]
2021-11-03T08:42:32Z
2022-06-01T17:39:05Z
2022-06-01T17:39:04Z
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CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** Recently, some semantic segmentation models were added to HuggingFace Transformers, including [SegFormer](https://huggingface.co/transformers/model_doc/segformer.html) and [BEiT](https://huggingface.co/transformers/model_doc/beit.html). Semantic seg...
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load_metric can't acquire lock anymore
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[ "I found that, in the same process (or the same interactive session), if I do\r\n\r\nimport nlp\r\n\r\nm1 = nlp.load_metric('glue', 'mrpc')\r\nm2 = nlp.load_metric('glue', 'sst2')\r\n\r\nI will get the same error `ValueError: Cannot acquire lock, caching file might be used by another process, you should setup a uni...
2020-07-09T14:04:09Z
2020-07-10T13:45:20Z
2020-07-10T13:45:20Z
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I can't load metric (glue) anymore after an error in a previous run. I even removed the whole cache folder `/home/XXX/.cache/huggingface/`, and the issue persisted. What are the steps to fix this? Traceback (most recent call last): File "/home/XXX/miniconda3/envs/ML-DL-py-3.7/lib/python3.7/site-packages/n...
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Add missing dataset_infos.json files
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2021-05-19T08:11:12Z
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Some of the datasets in `datasets` are missing a `dataset_infos.json` file, e.g. ``` [PosixPath('datasets/chr_en/chr_en.py'), PosixPath('datasets/chr_en/README.md')] [PosixPath('datasets/telugu_books/README.md'), PosixPath('datasets/telugu_books/telugu_books.py')] [PosixPath('datasets/reclor/README.md'), PosixPat...
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1,142,886,536
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3,754
Overflowing indices in `select`
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[ "Fixed on master (see https://github.com/huggingface/datasets/pull/3719).", "Awesome, I did not find that one! Thanks." ]
2022-02-18T11:30:52Z
2022-02-18T11:38:23Z
2022-02-18T11:38:23Z
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## Describe the bug The `Dataset.select` function seems to accept indices that are larger than the dataset size and seems to effectively use `index %len(ds)`. ## Steps to reproduce the bug ```python from datasets import Dataset ds = Dataset.from_dict({"test": [1,2,3]}) ds = ds.select(range(5)) print(ds) p...
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Json loader fails if user-specified features don't match the json data fields order
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2021-05-17T10:26:08Z
2021-06-16T10:47:49Z
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If you do ```python dataset = load_dataset("json", data_files=data_files, features=features) ``` Then depending on the order of the features in the json data field it fails: ```python [...] ~/Desktop/hf/datasets/src/datasets/packaged_modules/json/json.py in _generate_tables(self, files) 94 if s...
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FORCE_REDOWNLOAD raises "Directory not empty" exception on second run
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[ "Hi ! I couldn't reproduce your issue :/\r\n\r\nIt seems that `shutil.rmtree` failed. It is supposed to work even if the directory is not empty, but you still end up with `OSError: [Errno 39] Directory not empty:`. Can you make sure another process is not using this directory at the same time ?", "I have the same...
2023-04-11T11:29:15Z
2023-11-30T07:16:58Z
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### Describe the bug Running `load_dataset(..., download_mode=datasets.DownloadMode.FORCE_REDOWNLOAD)` twice raises a `Directory not empty` exception on the second run. ### Steps to reproduce the bug I cannot test this on datasets v2.11.0 due to #5711, but this happens in v2.10.1. 1. Set up a script `my_dataset.p...
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Node.js 16 GitHub Actions are deprecated
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`Node.js` 16 GitHub Actions are deprecated. See: https://github.blog/changelog/2023-09-22-github-actions-transitioning-from-node-16-to-node-20/ We should update them to Node 20. See warnings in our CI, e.g.: https://github.com/huggingface/datasets/actions/runs/7957295009?pr=6678 > Node.js 16 actions are deprecat...
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ValueError when rename_column on splitted dataset
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[ "Hi,\r\n\r\nThis is a bug so thanks for reporting it. `Dataset.__setstate__` is the problem, which is called when `Dataset.rename_column` tries to copy the dataset with `copy.deepcopy(self)`. This only happens if the `split` arg in `load_dataset` was defined as `ReadInstruction`.\r\n\r\nTo overcome this issue, use...
2021-03-10T09:40:38Z
2025-02-05T13:36:07Z
2021-03-16T14:05:05Z
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Hi there, I am loading `.tsv` file via `load_dataset` and subsequently split the rows into training and test set via the `ReadInstruction` API like so: ```python split = { 'train': ReadInstruction('train', to=90, unit='%'), 'test': ReadInstruction('train', from_=-10, unit='%') } dataset = load_datase...
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Offset overflow when slicing a big dataset with an array of indices in Pyarrow >= 1.0.0
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[ "Related: https://issues.apache.org/jira/browse/ARROW-9773\r\n\r\nIt's definitely a size thing. I took a smaller dataset with 87000 rows and did:\r\n```\r\nfor i in range(10,1000,20):\r\n table = pa.concat_tables([dset._data]*i)\r\n table.take([0])\r\n```\r\nand it broke at around i=300.\r\n\r\nAlso when `_in...
2020-09-11T14:50:38Z
2024-05-02T06:53:15Z
2020-09-19T16:46:31Z
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How to reproduce: ```python from datasets import load_dataset wiki = load_dataset("wikipedia", "20200501.en", split="train") wiki[[0]] --------------------------------------------------------------------------- ArrowInvalid Traceback (most recent call last) <ipython-input-13-38...
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ConnectionError: Couldn't reach dataset_infos.json
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[ "Unfortunately, I can't reproduce the error. What does the following code return for you?\r\n```python\r\nimport requests\r\nfrom huggingface_hub import hf_hub_url\r\nr = requests.get(hf_hub_url(\"codeparrot/codeparrot-clean-train\", \"dataset_infos.json\", repo_type=\"dataset\"))\r\n```\r\n\r\nAlso, can you provid...
2023-06-25T12:39:31Z
2023-07-07T13:20:57Z
2023-07-07T13:20:57Z
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### Describe the bug I'm trying to load codeparrot/codeparrot-clean-train, but get the following error: ConnectionError: Couldn't reach https://huggingface.co/datasets/codeparrot/codeparrot-clean-train/resolve/main/dataset_infos.json (ConnectionError(ProtocolError('Connection aborted.', ConnectionResetError(104, 'C...
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boolq does not load
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[ "Hi ! It runs on my side without issues. I tried\r\n```python\r\nfrom datasets import load_dataset\r\nload_dataset(\"boolq\")\r\n```\r\n\r\nWhat version of datasets and tensorflow are your runnning ?\r\nAlso if you manage to get a minimal reproducible script (on google colab for example) that would be useful.", "...
2020-11-23T14:28:28Z
2022-10-05T12:23:32Z
2022-10-05T12:23:32Z
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Hi I am getting these errors trying to load boolq thanks Traceback (most recent call last): File "test.py", line 5, in <module> data = AutoTask().get("boolq").get_dataset("train", n_obs=10) File "/remote/idiap.svm/user.active/rkarimi/dev/internship/seq2seq/tasks/tasks.py", line 42, in get_dataset d...
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Unexpected behavior doing Split + Filter
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[ "Hi ! This is an issue with `datasets` 1.12. Sorry for the inconvenience. Can you update to `>=1.13` ?\r\nsee https://github.com/huggingface/datasets/issues/3190\r\n\r\nMaybe we should also backport the bug fix to `1.12` (in a new version `1.12.2`)" ]
2021-12-17T17:00:39Z
2023-07-25T15:38:47Z
2023-07-25T15:38:47Z
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## Describe the bug I observed unexpected behavior when applying 'train_test_split' followed by 'filter' on dataset. Elements of the training dataset eventually end up in the test dataset (after applying the 'filter') ## Steps to reproduce the bug ``` from datasets import Dataset import pandas as pd dic = {'x'...
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Faster sorting for single key items
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[ "`Dataset.sort` essentially does the same thing except it uses `pyarrow.compute.sort_indices` which doesn't involve copying the data into python objects (saving memory)\r\n\r\n```python\r\nsort_keys = [(col, \"ascending\") for col in column_names]\r\nindices = pc.sort_indices(self.data, sort_keys=sort_keys)\r\nretu...
2023-08-15T14:02:31Z
2023-08-21T14:38:26Z
2023-08-21T14:38:25Z
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### Feature request A faster way to sort a dataset which contains a large number of rows. ### Motivation The current sorting implementations took significantly longer than expected when I was running on a dataset trying to sort by timestamps. **Code snippet:** ```python ds = datasets.load_dataset( "json"...
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2,947,169,460
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7,477
What is the canonical way to compress a Dataset?
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[ "I saw this post by @lhoestq: https://discuss.huggingface.co/t/increased-arrow-table-size-by-factor-of-2/26561/4 suggesting that there is at least some internal code for writing sharded parquet datasets non-concurrently. This appears to be that code: https://github.com/huggingface/datasets/blob/94ccd1b4fada8a92cea...
2025-03-25T16:47:51Z
2025-04-03T09:13:11Z
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Given that Arrow is the preferred backend for a Dataset, what is a user supposed to do if they want concurrent reads, concurrent writes AND on-disk compression for a larger dataset? Parquet would be the obvious answer except that there is no native support for writing sharded, parquet datasets concurrently [[1](https:...
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1,183,658,942
I_kwDODunzps5GjTO-
4,044
CLI dummy data generation is broken
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2022-03-28T16:07:37Z
2022-03-31T14:59:06Z
2022-03-31T14:59:06Z
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## Describe the bug We get a TypeError when running CLI dummy data generation: ```shell datasets-cli dummy_data datasets/<your-dataset-folder> --auto_generate ``` gives: ``` File ".../huggingface/datasets/src/datasets/commands/dummy_data.py", line 361, in _autogenerate_dummy_data dataset_builder._prepare_...
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5,245
Unable to rename columns in streaming dataset
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[ "Hi @peregilk this bug is directly related to https://github.com/huggingface/datasets/issues/3888, and still not fixed... But I'll try to have a look!", "Thanks @alvarobartt. It is great if you are able to fix it, but when reading the explanation it seems like it is possible to work around it.\r\n\r\nWe also trie...
2022-11-15T21:04:41Z
2022-11-28T12:53:24Z
2022-11-28T12:53:24Z
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### Describe the bug Trying to rename column in a streaming datasets, destroys the features object. ### Steps to reproduce the bug The following code illustrates the error: ``` from datasets import load_dataset dataset = load_dataset('mc4', 'en', streaming=True, split='train') dataset.info.features # {'text':...
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4,031
Cannot load the dataset conll2012_ontonotesv5
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[ "Hi @cathyxl, thanks for reporting.\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 GitH...
2022-03-27T07:38:23Z
2022-03-28T06:58:31Z
2022-03-28T06:31:18Z
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## Describe the bug Cannot load the dataset conll2012_ontonotesv5 ## Steps to reproduce the bug ```python # Sample code to reproduce the bug from datasets import load_dataset dataset = load_dataset('conll2012_ontonotesv5', 'english_v4', split="test") print(dataset) ``` ## Expected results The datasets s...
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6,229
Apply inference on all images in the dataset
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[ "From what I see, `MMSegInferencer` supports NumPy arrays, so replace the line `image_path = example['image']` with `image_path = np.array(example['image'])` to fix the issue (`example[\"image\"]` is a `PIL.Image` object). ", "> From what I see, `MMSegInferencer` supports NumPy arrays, so replace the line `image_...
2023-09-10T08:36:12Z
2023-09-20T16:11:53Z
2023-09-20T16:11:52Z
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### Describe the bug ``` --------------------------------------------------------------------------- NotImplementedError Traceback (most recent call last) Cell In[14], line 11 9 for idx, example in enumerate(dataset['train']): 10 image_path = example['image'] ---> 11 mask...
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When len(_URLS) > 16, download will hang
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[ "It can fix the bug temporarily.\r\n```python\r\nfrom datasets import DownloadConfig\r\nconfig = DownloadConfig(num_proc=8)\r\nIn [5]: dataset = load_dataset('Freed-Wu/kodak', split='test', download_config=config)\r\nDownloading and preparing dataset kodak/default to /home/wzy/.cache/huggingface/datasets/Freed-Wu__...
2022-11-19T14:27:41Z
2022-11-21T15:27:16Z
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### Describe the bug ```python In [9]: dataset = load_dataset('Freed-Wu/kodak', split='test') Downloading: 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 2.53k/2.53k [00:00<00:00, 1.88MB/s] [1...
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[doc] map.num_proc needs clarification
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2025-07-25T17:35:09Z
2025-07-25T17:39:36Z
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https://huggingface.co/docs/datasets/v4.0.0/en/package_reference/main_classes#datasets.Dataset.map.num_proc ``` num_proc (int, optional, defaults to None) — Max number of processes when generating cache. Already cached shards are loaded sequentially. ``` for batch: ``` num_proc (int, optional, defaults to None): The n...
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Dataset viewer issue for 'liweili/c4_200m'
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[ "Hi ! I think the issue comes from this [line](https://huggingface.co/datasets/liweili/c4_200m/blob/main/c4_200m.py#L87):\r\n```python\r\npath = filepath + \"/*.tsv*\"\r\n```\r\n\r\nYou can fix this by doing this instead:\r\n```python\r\npath = os.path.join(filepath, \"/*.tsv*\")\r\n```\r\n\r\nHere is why:\r\n\r\nL...
2021-11-14T17:18:46Z
2021-12-21T10:25:20Z
2021-12-21T10:24:51Z
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## Dataset viewer issue for '*liweili/c4_200m*' **Link:** *[link to the dataset viewer page](https://huggingface.co/datasets/liweili/c4_200m)* *Server Error* ``` Status code: 404 Exception: Status404Error Message: Not found. Maybe the cache is missing, or maybe the ressource does not exist. ``` ...
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Grindr meeting app web.Grindr
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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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https://api.github.com/repos/huggingface/datasets/issues/6580
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2,075,645,042
I_kwDODunzps57t9Ry
6,580
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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2024-01-11T03:14:18Z
2024-01-20T12:46:16Z
2024-01-20T12:46:16Z
null
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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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https://api.github.com/repos/huggingface/datasets/issues/4875
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https://github.com/huggingface/datasets/issues/4875
1,348,095,686
I_kwDODunzps5QWk7G
4,875
`_resolve_features` ignores the token
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[ "Hi ! Your HF_ENDPOINT seems wrong because of the extra \"/\"\r\n```diff\r\n- os.environ[\"HF_ENDPOINT\"] = \"https://hub-ci.huggingface.co/\"\r\n+ os.environ[\"HF_ENDPOINT\"] = \"https://hub-ci.huggingface.co\"\r\n```\r\n\r\ncan you try again without the extra \"/\" ?", "Oh, yes, sorry, but it's not the issue.\r...
2022-08-23T14:57:36Z
2022-10-17T13:45:47Z
null
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COLLABORATOR
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## Describe the bug When calling [`_resolve_features()`](https://github.com/huggingface/datasets/blob/54b532a8a2f5353fdb0207578162153f7b2da2ec/src/datasets/iterable_dataset.py#L1255) on a gated dataset, ie. a dataset which requires a token to be loaded, the token seems to be ignored even if it has been provided to `...
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https://api.github.com/repos/huggingface/datasets/issues/3400
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1,073,600,382
I_kwDODunzps4__dd-
3,400
Improve Wikipedia loading script
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[ "Thanks! See https://public.paws.wmcloud.org/User:Isaac_(WMF)/HuggingFace%20Wikipedia%20Processing.ipynb for more implementation details / some data around the overhead induced by adding the extra preprocessing steps (stripping link prefixes and magic words)", "Closed by:\r\n- #3435" ]
2021-12-07T17:29:25Z
2022-03-22T16:52:28Z
2022-03-22T16:52:28Z
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As reported by @geohci, the "wikipedia" processing/loading script could be improved by some additional small suggested processing functions: - _extract_content(filepath): - Replace .startswith("#redirect") with more structured approach: if elem.find(f"./{namespace}redirect") is None: continue - _parse_and_clean_wi...
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https://api.github.com/repos/huggingface/datasets/issues/623
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700,235,308
MDU6SXNzdWU3MDAyMzUzMDg=
623
Custom feature types in `load_dataset` from CSV
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[ "Currently `csv` doesn't support the `features` attribute (unlike `json`).\r\nWhat you can do for now is cast the features using the in-place transform `cast_`\r\n\r\n```python\r\nfrom datasets import load_dataset\r\n\r\ndataset = load_dataset('csv', data_files=file_dict, delimiter=';', column_names=['text', 'label...
2020-09-12T13:21:34Z
2020-09-30T19:51:43Z
2020-09-30T08:39:54Z
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I am trying to load a local file with the `load_dataset` function and I want to predefine the feature types with the `features` argument. However, the types are always the same independent of the value of `features`. I am working with the local files from the emotion dataset. To get the data you can use the followi...
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2,790,549,889
I_kwDODunzps6mVGmB
7,371
500 Server error with pushing a dataset
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[ "EDIT: seems to be all good now. I'll add a comment if the error happens again within the next 48 hours. If it doesn't, I'll just close the topic." ]
2025-01-15T18:23:02Z
2025-01-15T20:06:05Z
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### Describe the bug Suddenly, I started getting this error message saying it was an internal error. `Error creating/pushing dataset: 500 Server Error: Internal Server Error for url: https://huggingface.co/api/datasets/ll4ma-lab/grasp-dataset/commit/main (Request ID: Root=1-6787f0b7-66d5bd45413e481c4c2fb22d;670d04ff-...
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698,863,988
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611
ArrowCapacityError: List array cannot contain more than 2147483646 child elements, have 2147483648
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[ "Can you give us stats/information on your pandas DataFrame?", "```\r\n<class 'pandas.core.frame.DataFrame'>\r\nInt64Index: 17136104 entries, 0 to 17136103\r\nData columns (total 6 columns):\r\n # Column Dtype \r\n--- ------ ----- \r\n 0 item_id int64 \r\n 1 item_titl object \r\n...
2020-09-11T05:29:12Z
2022-06-01T15:11:43Z
2022-06-01T15:11:43Z
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Hi, I'm trying to load a dataset from Dataframe, but I get the error: ```bash --------------------------------------------------------------------------- ArrowCapacityError Traceback (most recent call last) <ipython-input-7-146b6b495963> in <module> ----> 1 dataset = Dataset.from_pandas(emb)...
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1,385,351,250
I_kwDODunzps5SkshS
5,021
Split is inferred from filename and overrides metadata.jsonl
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[ "Hi! What's the structure of your image folder? `datasets` by default tries to infer to what split each file belongs based on directory/file names. If it's OK to load all the images inside the `dataset` folder in the `train` split, you can do the following:\r\n```python\r\ndataset = load_dataset(\"imagefolder\", da...
2022-09-26T03:22:14Z
2022-09-29T08:07:50Z
2022-09-29T08:07:50Z
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## Describe the bug Including the strings "test" or "train" anywhere in a filename causes `datasets` to infer the split and silently ignore all other files. This behavior is documented for directory names but not filenames: https://huggingface.co/docs/datasets/image_dataset#imagefolder ## Steps to reproduce th...
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1,164,452,005
I_kwDODunzps5FaCCl
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...
2022-03-09T21:18:52Z
2022-03-11T08:45:52Z
2022-03-11T08:45:52Z
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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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1,004
how large datasets are handled under the hood
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[ "This library uses Apache Arrow under the hood to store datasets on disk.\r\nThe advantage of Apache Arrow is that it allows to memory map the dataset. This allows to load datasets bigger than memory and with almost no RAM usage. It also offers excellent I/O speed.\r\n\r\nFor example when you access one element or ...
2020-12-02T14:32:40Z
2022-10-05T12:13:29Z
2022-10-05T12:13:29Z
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Hi I want to use multiple large datasets with a mapping style dataloader, where they cannot fit into memory, could you tell me how you handled the datasets under the hood? is this you bring all in memory in case of mapping style ones? or is this some sharding under the hood and you bring in memory when necessary, than...
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3,993
Streaming dataset + interleave + DataLoader hangs with multiple workers
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[ "Same thing occurs when streaming files loaded from disk.", "Hi ! Thanks for reporting, could this be related to https://github.com/huggingface/datasets/issues/3950 ?\r\n\r\nCurrently streaming datasets only works in single process, but we're working on having in work in distributed setups as well :) (EDIT: done)...
2022-03-23T14:27:29Z
2023-02-28T14:14:24Z
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## Describe the bug Interleaving multiple iterable datasets that use `load_dataset` on streaming mode hangs when passed to `torch.utils.data.DataLoader` with multiple workers. ## Steps to reproduce the bug ```python from datasets import interleave_datasets, load_dataset from torch.utils.data import DataLoader ...
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Add Nuswide dataset
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2021-08-05T03:00:41Z
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## Adding a Dataset - **Name:** *NUSWIDE* - **Description:** *[A Real-World Web Image Dataset from National University of Singapore](https://lms.comp.nus.edu.sg/wp-content/uploads/2019/research/nuswide/NUS-WIDE.html)* - **Paper:** *[here](https://lms.comp.nus.edu.sg/wp-content/uploads/2019/research/nuswide/nuswide-c...
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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...
2022-12-25T15:17:14Z
2023-07-21T14:29:47Z
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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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Dataset slow during model training
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[ "Hi ! cc @Rocketknight1 maybe you know better ?\r\n\r\nI'm not too familiar with `tf.data.experimental.save`. Note that `datasets` uses memory mapping, so depending on your hardware and the disk you are using you can expect performance differences with a dataset loaded in RAM", "Hi @lehrig, I suspect what's happe...
2022-06-11T19:40:19Z
2022-06-14T12:04:31Z
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## Describe the bug While migrating towards 🤗 Datasets, I encountered an odd performance degradation: training suddenly slows down dramatically. I train with an image dataset using Keras and execute a `to_tf_dataset` just before training. First, I have optimized my dataset following https://discuss.huggingface.co/...
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Dataset.map throws pyarrow.lib.ArrowNotImplementedError when converting from list of empty lists
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[ "Hi @sanderland ! Thanks for reporting :) This is a bug, I opened a PR to fix it. We'll do a new release soon\r\n\r\nIn the meantime you can fix it by specifying in advance that the \"label\" are integers:\r\n```python\r\nimport numpy as np\r\n\r\nds = Dataset.from_dict(\r\n {\r\n \"text\": [\"the lazy do...
2022-06-13T10:47:52Z
2022-06-14T13:34:14Z
2022-06-14T13:34:14Z
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## Describe the bug Dataset.map throws pyarrow.lib.ArrowNotImplementedError: Unsupported cast from int64 to null using function cast_null when converting from a type of 'empty lists' to 'lists with some type'. This appears to be due to the interaction of arrow internals and some assumptions made by datasets. T...
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Bug downloading Virus scan warning page from Google Drive URLs
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[ "Once the PR merged into master and until our next `datasets` library release, you can get this fix by installing our library from the GitHub master branch:\r\n```shell\r\npip install git+https://github.com/huggingface/datasets#egg=datasets\r\n```\r\nThen, if you had previously tried to load the data and got the ch...
2022-02-25T09:32:23Z
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2022-02-25T11:56:35Z
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## Describe the bug Recently, some issues were reported with URLs from Google Drive, where we were downloading the Virus scan warning page instead of the data file itself. See: - #3758 - #3773 - #3784
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audiofolder creates empty dataset even though the dataset passed in follows the correct structure
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### Describe the bug The structure of my dataset folder called "my_dataset" is : data metadata.csv The data folder consists of all mp3 files and metadata.csv consist of file locations like 'data/...mp3 and transcriptions. There's 400+ mp3 files and corresponding transcriptions for my dataset. When I run the follo...
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Problem in training iterable dataset
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[ "Has anyone ever encountered this problem before?", "`split_dataset_by_node` doesn't give the exact same number of examples to each node in the case of iterable datasets, though it tries to be as equal as possible. In particular if your dataset is sharded and you have a number of shards that is a factor of the nu...
2023-11-20T03:04:02Z
2025-11-06T17:15:41Z
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### Describe the bug I am using PyTorch DDP (Distributed Data Parallel) to train my model. Since the data is too large to load into memory at once, I am using load_dataset to read the data as an iterable dataset. I have used datasets.distributed.split_dataset_by_node to distribute the dataset. However, I have notice...
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Update docs once dataset scripts transferred to the Hub
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## Describe the bug As discussed in: - https://github.com/huggingface/hub-docs/pull/423#pullrequestreview-1146083701 we should update our docs once dataset scripts have been transferred to the Hub (and removed from GitHub): - #4974 Concretely: - [x] Datasets on GitHub (legacy): https://huggingface.co/docs/dat...
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TypeError: 'NoneType' object is not callable
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[ "Hi, @Chenfei-Kang.\r\n\r\nI'm sorry, but I'm not able to reproduce your bug:\r\n```python\r\nfrom datasets import load_dataset\r\n\r\nds = load_dataset(\"glue\", 'cola')\r\nds\r\n```\r\n```\r\nDatasetDict({\r\n train: Dataset({\r\n features: ['sentence', 'label', 'idx'],\r\n num_rows: 8551\r\n ...
2021-09-03T11:27:39Z
2025-02-19T09:57:34Z
2021-09-08T09:24:55Z
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## Describe the bug TypeError: 'NoneType' object is not callable ## Steps to reproduce the bug ```python from datasets import load_dataset, load_metric dataset = datasets.load_dataset("glue", 'cola') ``` ## Expected results A clear and concise description of the expected results. ## Actual results Speci...
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Pubmed dataset does not work in streaming mode
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[ "Thanks for reporting, @abhi-mosaic (related to #3655).\r\n\r\nPlease note that `xml.etree.ElementTree.parse` already supports streaming:\r\n- #3476\r\n\r\nNo need to refactor to use `open`/`xopen`. Is is enough with importing the package `as ET` (instead of `as etree`)." ]
2022-02-16T17:13:37Z
2022-02-18T14:42:13Z
2022-02-18T14:42:13Z
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## Describe the bug Trying to use the `pubmed` dataset with `streaming=True` fails. ## Steps to reproduce the bug ```python import datasets pubmed_train = datasets.load_dataset('pubmed', split='train', streaming=True) print (next(iter(pubmed_train))) ``` ## Expected results I would expect to see the first ...
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bug in loading datasets
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[ "Looks like an issue with your csv file. Did you use the right delimiter ?\r\nApparently at line 37 the CSV reader from pandas reads 2 fields instead of 1.", "Note that you can pass any argument you would pass to `pandas.read_csv` as kwargs to `load_dataset`. For example you can do\r\n```python\r\nfrom datasets i...
2021-01-24T02:53:45Z
2021-09-06T08:54:46Z
2021-08-04T18:13:01Z
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Hi, I need to load a dataset, I use these commands: ``` from datasets import load_dataset dataset = load_dataset('csv', data_files={'train': 'sick/train.csv', 'test': 'sick/test.csv', 'validation': 'sick/validation.csv'}) prin...
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Install Audio dependencies to support audio decoding
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[ "https://huggingface.co/datasets/projecte-aina/parlament_parla -> works (but we still have to show an audio player)\r\n\r\nhttps://huggingface.co/datasets/openslr -> another issue: `Message: [Errno 2] No such file or directory: '/home/hf/datasets-preview-backend/zip:/asr_javanese/data/00/00004fe6aa.flac'`", ...
2021-12-07T15:11:36Z
2022-04-25T16:12:22Z
2022-04-25T16:12:01Z
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## Dataset viewer issue for '*openslr*', '*projecte-aina/parlament_parla*' **Link:** *https://huggingface.co/datasets/openslr* **Link:** *https://huggingface.co/datasets/projecte-aina/parlament_parla* Error: ``` Status code: 400 Exception: ImportError Message: To support decoding audio files, ple...
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Something is wrong with WMT 19 kk-en dataset
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[ "Hi! Triaging older issues — I think this one can be closed as out-of-scope for the current `datasets` repo.\n\n- The script-based `wmt19` loader that this issue targets is no longer hosted in this repo (the old `datasets/wmt19/` folder is gone — script-based loaders were migrated out, see [`ADD_NEW_DATASET.md`](ht...
2020-07-19T08:18:51Z
2020-07-20T09:54:26Z
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The translation in the `train` set does not look right: ``` >>>import nlp >>>from nlp import load_dataset >>>dataset = load_dataset('wmt19', 'kk-en') >>>dataset["train"]["translation"][0] {'kk': 'Trumpian Uncertainty', 'en': 'Трамптық белгісіздік'} >>>dataset["validation"]["translation"][0] {'kk': 'Ақша-несие...
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4,521
Datasets method `.map` not hashing
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[ "Fix posted: https://github.com/huggingface/datasets/issues/4506#issuecomment-1157417219", "Didn't realize it's a bug when I asked the question yesterday! Free free to post an answer if you are sure the cause has been addressed.\r\n\r\nhttps://stackoverflow.com/questions/72664827/can-pickle-dill-foo-but-not-lambd...
2022-06-17T11:31:10Z
2022-08-04T12:08:16Z
2022-06-28T13:23:05Z
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## Describe the bug Datasets method `.map` not hashing, even with an empty no-op function ## Steps to reproduce the bug ```python from datasets import load_dataset # download 9MB dummy dataset ds = load_dataset("hf-internal-testing/librispeech_asr_dummy", "clean") def prepare_dataset(batch): return(b...
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`Permission denied` when sharing cache between users
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[ "I remember a fix from last year to usr the current umask for filelock 3.10.0, which filelock version are you using ? can you try another version ?", "I believe we we are using `filelock==3.19.1`. Do you have a recommended version to use?", "Our test suite has been testing all versions over time for years now, ...
2025-12-09T16:41:47Z
2026-01-09T11:08:36Z
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### Describe the bug We want to use `datasets` and `transformers` on a shared machine. Right now, each user has a separate HF_HOME in their home directory. To reduce duplicates of the datasets, we want to share that cache. While experimenting, we are running into `Permission denied` errors. It looks like this was sup...
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5,834
Is uint8 supported?
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[ "Hi ! The numpy formatting detaults to int64 and float32 - but you can use uint8 using\r\n```python\r\nds = ds.with_format(\"numpy\", dtype=np.uint8)\r\n```", "Related to https://github.com/huggingface/datasets/issues/5517.", "Thank you!\r\nBy setting `ds.with_format(\"numpy\", dtype=np.uint8)`, the dataset ret...
2023-05-09T17:31:13Z
2023-05-13T05:04:21Z
2023-05-13T05:04:21Z
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### Describe the bug I expect the dataset to store the data in the `uint8` data type, but it's returning `int64` instead. While I've found that `datasets` doesn't yet support float16 (https://github.com/huggingface/datasets/issues/4981), I'm wondering if this is the case for other data types as well. Is there a way ...
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Download is broken for dict of dicts: FileNotFoundError
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2024-05-06T05:13:36Z
2024-05-06T09:25:53Z
2024-05-06T09:25:53Z
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It seems there is a bug when downloading a dict of dicts of URLs introduced by: - #6794 ## Steps to reproduce the bug: ```python from datasets import DownloadManager dl_manager = DownloadManager() paths = dl_manager.download({"train": {"frr": "hf://datasets/wikimedia/wikipedia/20231101.frr/train-00000-of-0000...
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Non-deterministic tests: CI tests randomly fail
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[ "I think it might come from two different issues:\r\n1. Google Drive is an unreliable host, mainly because of quota limitations\r\n2. the staging environment can sometimes raise some errors\r\n\r\nFor Google Drive tests we could set up some retries with backup URLs if necessary I guess.\r\nFor staging on the other ...
2021-12-10T06:08:59Z
2022-03-31T16:38:51Z
2022-03-31T16:38:51Z
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## Describe the bug Some CI tests fail randomly. 1. In https://github.com/huggingface/datasets/pull/3375/commits/c10275fe36085601cb7bdb9daee9a8f1fc734f48, there were 3 failing tests, only on Linux: ``` =========================== short test summary info ============================ FAILED tests/test_str...
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EmptyDatasetError: The directory at /metadata.jsonl doesn't contain any data files
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[ "Hi ! `data_dir=` is for directories, can you try using `data_files=` instead ?", "If you are trying to load your image dataset from a local folder, you should replace \"data_dir=path/to/jsonl/metadata.jsonl\" with the real folder path in your computer.\r\n\r\nhttps://huggingface.co/docs/datasets/en/image_load#im...
2024-06-27T15:08:26Z
2024-06-28T09:56:19Z
2024-06-28T09:56:19Z
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### Describe the bug while trying to load custom dataset from jsonl file, I get the error: "metadata.jsonl doesn't contain any data files" ### Steps to reproduce the bug This is my [metadata_v2.jsonl](https://github.com/user-attachments/files/16016011/metadata_v2.json) file. I have this file in the folder with all ...
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`datasets.keyhash.DuplicatedKeysError` for `drop` and `adversarial_qa/adversarialQA`
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[ "very much related: https://github.com/huggingface/datasets/pull/2333", "Hi @VictorSanh, thank you for reporting this issue with duplicated keys.\r\n\r\n- The issue with \"adversarial_qa\" was fixed 23 days ago: #2433. Current version of `datasets` (1.8.0) includes the patch.\r\n- I am investigating the issue wit...
2021-06-23T18:41:16Z
2021-06-25T21:50:05Z
2021-06-24T14:57:08Z
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## Describe the bug Failure to generate the datasets (`drop` and subset `adversarialQA` from `adversarial_qa`) because of duplicate keys. ## Steps to reproduce the bug ```python from datasets import load_dataset load_dataset("drop") load_dataset("adversarial_qa", "adversarialQA") ``` ## Expected results Th...
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I_kwDODunzps5BCp3Y
3,507
Discuss whether support canonical datasets w/o dataset_infos.json and/or dummy data
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[ "IMO, the data streaming test is good enough of a test that the dataset works correctly (assuming that we can more or less ensure that if streaming works then the non-streaming case will also work), so that for datasets that have a working dataset preview, we can remove the dummy data IMO. On the other hand, it see...
2021-12-30T17:04:25Z
2022-11-04T15:31:38Z
2022-11-04T15:31:37Z
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I open this PR to have a public discussion about this topic and make a decision. As previously discussed, once we have the metadata in the dataset card (README file, containing both Markdown info and YAML tags), what is the point of having also the JSON metadata (dataset_infos.json file)? On the other hand, the d...
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Python Programming Puzzles
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[ "👀 @TalSchuster", "Thanks @VictorSanh!\r\nThere's also a [notebook](https://aka.ms/python_puzzles) and [demo](https://aka.ms/python_puzzles_study) available now to try out some of the puzzles" ]
2021-06-14T13:27:18Z
2021-06-15T18:14:14Z
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## Adding a Dataset - **Name:** Python Programming Puzzles - **Description:** Programming challenge called programming puzzles, as an objective and comprehensive evaluation of program synthesis - **Paper:** https://arxiv.org/pdf/2106.05784.pdf - **Data:** https://github.com/microsoft/PythonProgrammingPuzzles ([Scro...
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4,142
Add ObjectFolder 2.0 dataset
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[ "Datasets are not tracked in this repository anymore." ]
2022-04-11T10:57:51Z
2022-10-05T10:30:49Z
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## Adding a Dataset - **Name:** ObjectFolder 2.0 - **Description:** ObjectFolder 2.0 is a dataset of 1,000 objects in the form of implicit representations. It contains 1,000 Object Files each containing the complete multisensory profile for an object instance. - **Paper:** [*link to the dataset paper if available*](...
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Add common voice
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[ "I have started working on adding this dataset.", "Hey @BirgerMoell - awesome that you started working on Common Voice. Common Voice is a bit special since, there is no direct download link to download the data. In these cases we usually consider two options:\r\n\r\n1) Find a hacky solution to extract the downloa...
2021-02-08T13:21:05Z
2022-03-20T15:23:40Z
2021-03-15T05:56:21Z
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## Adding a Dataset - **Name:** *common voice* - **Description:** *Mozilla Common Voice Dataset* - **Paper:** Homepage: https://voice.mozilla.org/en/datasets - **Data:** https://voice.mozilla.org/en/datasets - **Motivation:** Important speech dataset - **TFDatasets Implementation**: https://www.tensorflow.org/dat...
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MRPC test set differences between torch and tensorflow datasets
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[ "Realized that `tensorflow_datasets` is not provided by Huggingface and should therefore raise the issue there." ]
2021-06-07T14:20:26Z
2021-06-07T14:34:32Z
2021-06-07T14:34:32Z
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## Describe the bug When using `load_dataset("glue", "mrpc")` to load the MRPC dataset, the test set includes the labels. When using `tensorflow_datasets.load('glue/{}'.format('mrpc'))` to load the dataset the test set does not contain the labels. There should be consistency between torch and tensorflow ways of import...
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wikitext description wrong
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[ "Hi @hongyuanmei, thanks for reporting.\r\n\r\nI'm fixing it.", "Duplicate of:\r\n- #795" ]
2021-11-09T04:06:52Z
2022-02-14T15:45:11Z
2021-11-09T13:49:28Z
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## Describe the bug Descriptions of the wikitext datasests are wrong. ## Steps to reproduce the bug Please see: https://github.com/huggingface/datasets/blob/f6dcafce996f39b6a4bbe3a9833287346f4a4b68/datasets/wikitext/wikitext.py#L50 ## Expected results The descriptions for raw-v1 and v1 should be switched.
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1,294,818,236
I_kwDODunzps5NLVu8
4,637
The "all" split breaks streaming
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[ "Thanks for reporting @cakiki.\r\n\r\nYes, this is a bug. We are investigating it.", "@albertvillanova Nice! Let me know if it's something I can fix my self; would love to contribtue!", "@cakiki I was working on this but if you would like to contribute, go ahead. I will close my PR. ;)\r\n\r\nFor the moment I j...
2022-07-05T21:56:49Z
2026-04-27T18:46:47Z
2026-04-27T18:46:47Z
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CONTRIBUTOR
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## Describe the bug Not sure if this is a bug or just the way streaming works, but setting `streaming=True` did not work when setting `split="all"` ## Steps to reproduce the bug The following works: ```python ds = load_dataset('super_glue', 'wsc.fixed', split='all') ``` The following throws `ValueError: Bad ...
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2,781
Latest v2.0.0 release of sacrebleu has broken some metrics
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2021-08-10T09:59:41Z
2021-08-10T11:16:07Z
2021-08-10T11:16:07Z
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## Describe the bug After `sacrebleu` v2.0.0 release (see changes here: https://github.com/mjpost/sacrebleu/pull/152/files#diff-2553a315bb1f7e68c9c1b00d56eaeb74f5205aeb3a189bc3e527b122c6078795L17-R15), some of `datasets` metrics are broken: - Default tokenizer `sacrebleu.DEFAULT_TOKENIZER` no longer exists: - #273...
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1,312,897,454
I_kwDODunzps5OQTmu
4,728
load_dataset gives "403" error when using Financial Phrasebank
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[ "Hi @rohitvincent, thanks for reporting.\r\n\r\nUnfortunately I'm not able to reproduce your issue:\r\n```python\r\nIn [2]: from datasets import load_dataset, DownloadMode\r\n ...: load_dataset(path='financial_phrasebank',name='sentences_allagree', download_mode=\"force_redownload\")\r\nDownloading builder script...
2022-07-21T08:43:32Z
2022-08-04T08:32:35Z
2022-08-04T08:32:35Z
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I tried both codes below to download the financial phrasebank dataset (https://huggingface.co/datasets/financial_phrasebank) with the sentences_allagree subset. However, the code gives a 403 error when executed from multiple machines locally or on the cloud. ``` from datasets import load_dataset, DownloadMode load...
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[GEM] add ToTTo Table-to-text dataset
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[ "closed via #1098 " ]
2020-11-10T16:38:34Z
2020-12-10T13:06:02Z
2020-12-10T13:06:01Z
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## Adding a Dataset - **Name:** ToTTo - **Description:** ToTTo is an open-domain English table-to-text dataset with over 120,000 training examples that proposes a controlled generation task: given a Wikipedia table and a set of highlighted table cells, produce a one-sentence description. - **Paper:** https://arxiv.o...
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Trying to load FEVER dataset results in NonMatchingChecksumError
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[ "Thanks for reporting @santhnm2. We are fixing it.\r\n\r\nData owners updated their URLs recently. We have to align with them, otherwise you do not download anything (that is why ignore_verifications does not work).", "Hello! Is there any update on this? I am having the same issue 6 months later." ]
2022-06-06T23:13:15Z
2022-12-15T13:36:40Z
2022-06-08T07:16:16Z
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## Describe the bug Trying to load the `fever` dataset fails with `datasets.utils.info_utils.NonMatchingChecksumError`. I tried with `download_mode="force_redownload"` but that did not fix the error. I also tried with `ignore_verification=True` but then that raised a `json.decoder.JSONDecodeError`. ## Steps to r...
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[Feature Request/Help] BLEURT model -> PyTorch
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[ "Is there any update on this? \r\n\r\nThanks!", "Hitting this error when using bleurt with PyTorch ...\r\n\r\n```\r\nUnrecognizedFlagError: Unknown command line flag 'f'\r\n```\r\n... and I'm assuming because it was built for TF specifically. Is there a way to use this metric in PyTorch?", "We currently provid...
2020-05-30T18:30:40Z
2023-08-26T17:38:48Z
2021-01-04T09:53:32Z
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Hi, I am interested in porting google research's new BLEURT learned metric to PyTorch (because I wish to do something experimental with language generation and backpropping through BLEURT). I noticed that you guys don't have it yet so I am partly just asking if you plan to add it (@thomwolf said you want to do so on Tw...
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Allow ignoring kwargs inside fn_kwargs during dataset.map's fingerprinting
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[ "Hi ! In the `transformers` issue the object to not hash is a `Pool` - I think you can instantiate it inside your function instead of passing it as a parameter. It's good practice that your function and all its fn_kwargs are picklable, in case you want to parallelize `map` using `num_proc>1`\r\n\r\nFor the other ca...
2022-10-22T21:46:38Z
2022-11-01T22:19:07Z
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### Feature request `dataset.map` accepts a `fn_kwargs` that is passed to `fn`. Currently, the whole `fn_kwargs` is used by `fingerprint_transform` to calculate the new fingerprint. I'd like to be able to inform `fingerprint_transform` which `fn_kwargs` shoud/shouldn't be taken into account during hashing. Of co...
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1,709,326,622
I_kwDODunzps5l4kEe
5,857
Adding chemistry dataset/models in huggingface
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[ "Hi! \r\n\r\nThis would be a nice addition to the Hub! You can find the existing chemistry datasets/models on the Hub (using the `chemistry` tag) [here](https://huggingface.co/search/full-text?q=chemistry&type=model&type=dataset).\r\n\r\nFeel free to ping us here on the Hub if you need help adding the datasets.\r\n...
2023-05-15T05:09:49Z
2023-07-21T13:45:40Z
2023-07-21T13:45:40Z
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### Feature request Huggingface is really amazing platform for open science. In addition to computer vision, video and NLP, would it be of interest to add chemistry/materials science dataset/models in Huggingface? Or, if its already done, can you provide some pointers. We have been working on a comprehensive ben...
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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...
2025-04-21T17:29:20Z
2026-05-02T13:03:01Z
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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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5,889
Token Alignment for input and output data over train and test batch/dataset.
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2023-05-23T15:58:55Z
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`data` > DatasetDict({ train: Dataset({ features: ['input', 'output'], num_rows: 4500 }) test: Dataset({ features: ['input', 'output'], num_rows: 500 }) }) **# input (in-correct sentence)** `data['train'][0]['input']` **>>** 'We are meet sunday 10am12pmET i...
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2,853,098,442
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7,399
Synchronize parameters for various datasets
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[ "Hi ! the `desc` parameter is only available for Dataset / DatasetDict for the progress bar of `map()``\n\nSince IterableDataset only runs the map functions when you iterate over the dataset, there is no progress bar and `desc` is useless. We could still add the argument for parity but it wouldn't be used for anyth...
2025-02-14T09:15:11Z
2025-02-19T11:50:29Z
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### Describe the bug [IterableDatasetDict](https://huggingface.co/docs/datasets/v3.2.0/en/package_reference/main_classes#datasets.IterableDatasetDict.map) map function is missing the `desc` parameter. You can see the equivalent map function for [Dataset here](https://huggingface.co/docs/datasets/v3.2.0/en/package_refe...
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6,054
Multi-processed `Dataset.map` slows down a lot when `import torch`
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[ "A duplicate of https://github.com/huggingface/datasets/issues/5929" ]
2023-07-20T06:36:14Z
2023-07-21T15:19:37Z
2023-07-21T15:19:37Z
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### Describe the bug When using `Dataset.map` with `num_proc > 1`, the speed slows down much if I add `import torch` to the start of the script even though I don't use it. I'm not sure if it's `torch` only or if any other package that is "large" will also cause the same result. BTW, `import lightning` also slows i...
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[Question] Using/adding a local dataset
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[ "Hi @zphang,\r\n\r\nSo you can just give the local path to a dataset script file and it should work.\r\n\r\nHere is an example:\r\n- you can download one of the scripts in the `datasets` folder of the present repo (or clone the repo)\r\n- then you can load it with `load_dataset('PATH/TO/YOUR/LOCAL/SCRIPT.py')`\r\n\...
2020-05-15T16:26:06Z
2020-07-23T16:44:09Z
2020-07-23T16:44:09Z
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Users may want to either create/modify a local copy of a dataset, or use a custom-built dataset with the same `Dataset` API as externally downloaded datasets. It appears to be possible to point to a local dataset path rather than downloading the external ones, but I'm not exactly sure how to go about doing this. ...
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4,363
The dataset preview is not available for this split.
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[ "Hi! A dataset has to be streamable to work with the viewer. I did a quick test, and yours is, so this might be a bug in the viewer. cc @severo \r\n", "Looking at it. The message is now:\r\n\r\n```\r\nMessage: cannot cache function '__shear_dense': no locator available for file '/src/services/worker/.venv/...
2022-05-17T16:34:43Z
2022-06-08T12:32:10Z
2022-06-08T09:26:56Z
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I have uploaded the corpus developed by our lab in the speech domain to huggingface [datasets](https://huggingface.co/datasets/Roh/ryanspeech). You can read about the companion paper accepted in interspeech 2021 [here](https://arxiv.org/abs/2106.08468). The dataset works fine but I can't make the dataset preview work. ...
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Data type is not recognized when using datetime.time
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[ "cc @mariosasko ", "Hi, thanks for reporting! I'm investigating the issue." ]
2022-07-04T08:13:38Z
2022-07-07T13:57:11Z
2022-07-07T13:57:11Z
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## Describe the bug Creating a dataset from a pandas dataframe with `datetime.time` format generates an error. ## Steps to reproduce the bug ```python import pandas as pd from datetime import time from datasets import Dataset df = pd.DataFrame({"feature_name": [time(1, 1, 1)]}) dataset = Dataset.from_pandas...
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Huggingface NLP, Uploading custom dataset
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[ "What do you mean 'custom' ? You may want to elaborate on it when ask a question.\r\n\r\nAnyway, there are two things you may interested\r\n`nlp.Dataset.from_file` and `load_dataset(..., cache_dir=)`", "To load a dataset you need to have a script that defines the format of the examples, the splits and the way to ...
2020-06-04T05:59:06Z
2020-07-06T09:33:26Z
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Hello, Does anyone know how we can call our custom dataset using the nlp.load command? Let's say that I have a dataset based on the same format as that of squad-v1.1, how am I supposed to load it using huggingface nlp. Thank you!
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Export TFRecord to GCP bucket
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[ "Nevermind, I restarted my python session and it worked fine...\r\n\r\n---\r\n\r\nI had an authentification error, and I authenticated from another terminal. After that, no more error but it was not working. Restarting the sessions makes it work :)" ]
2020-08-05T01:08:32Z
2020-08-05T01:21:37Z
2020-08-05T01:21:36Z
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Previously, I was writing TFRecords manually to GCP bucket with : `with tf.io.TFRecordWriter('gs://my_bucket/x.tfrecord')` Since `0.4.0` is out with the `export()` function, I tried it. But it seems TFRecords cannot be directly written to GCP bucket. `dataset.export('local.tfrecord')` works fine, but `dataset....
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Caching problem when deleting a dataset
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[ "Thanks for reporting! Can you also share the error message printed in step 5?", "I did not store it at the time but I'll try to re-do a mwe next week to get it again", "I haven't managed to reproduce this issue using a [notebook](https://colab.research.google.com/drive/1m6eduYun7pFTkigrCJAFgw0BghlbvXIL?usp=sha...
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### Describe the bug Pushing a dataset with n + m features to a repo which was deleted, but contained n features, will fail. ### Steps to reproduce the bug 1. Create a dataset with n features per row 2. `dataset.push_to_hub(YOUR_PATH, SPLIT, token=TOKEN)` 3. Go on the hub, delete the repo at `YOUR_PATH` 4. Update...
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nlp.load_dataset('xsum') -> TypeError
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2020-05-20T16:59:09Z
2020-05-20T17:43:46Z
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Dataset load_from_disk is too slow
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[ "Hi ! It looks like an issue with the virtual disk you are using.\r\n\r\nWe load datasets using memory mapping. In general it makes it possible to load very big files instantaneously since it doesn't have to read the file (it just assigns virtual memory to the file on disk).\r\nHowever there happens to be issues wi...
2021-06-24T12:45:44Z
2026-01-13T03:50:11Z
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@lhoestq ## Describe the bug It's not normal that I have to wait 7-8 hours for a dataset to be loaded from disk, as there are no preprocessing steps, it's only loading it with load_from_disk. I have 96 cpus, however only 1 is used for this, which is inefficient. Moreover, its usage is at 1%... This is happening in t...
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c4 dataset is not viewable in nlpviewer demo
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2020-06-13T08:26:16Z
2020-10-27T15:35:29Z
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I get the following error when I try to view the c4 dataset in [nlpviewer](https://huggingface.co/nlp/viewer/) ```python ModuleNotFoundError: No module named 'langdetect' Traceback: File "/home/sasha/.local/lib/python3.7/site-packages/streamlit/ScriptRunner.py", line 322, in _run_script exec(code, module.__d...
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Invalid Arrow data from JSONL
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This code fails: ```python from datasets import Dataset ds = Dataset.from_json(path_to_file) ds.data.validate() ``` raises ```python ArrowInvalid: Column 2: In chunk 1: Invalid: Struct child array #3 invalid: Invalid: Length spanned by list offsets (4064) larger than values array (length 4063) ``` This ...
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[ "Hi ! Is there some kind of proxy that is configured in your browser that gives you access to internet ? If it's the case it could explain why it doesn't work in the code, since the proxy wouldn't be used", "It is indeed an agency problem, thank you very, very much", "Let me know if you have other questions :)\...
2021-09-15T12:45:35Z
2021-09-16T17:17:48Z
2021-09-16T17:17:48Z
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## Describe the bug The script clearly exists (accessible from the browser), but the script download fails on windows. Then I tried it again and it can be downloaded normally on linux. why?? ## Steps to reproduce the bug ```python3.7 + windows ![image](https://user-images.githubusercontent.com/52347799/133436174-43...
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Why does dataset merge fail when tools have different parameters?
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[ "Hi @hitszxs,\n This is indeed by design,\n\nThe `datasets` library is built on top of [Apache Arrow](https://arrow.apache.org/), which uses a **columnar storage format** with strict schema requirements. When you try to concatenate/merge datasets, the library checks if features can be aligned using the [`_check_if_...
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Hi, I have a question about SFT (Supervised Fine-tuning) for an agent model. Suppose I want to fine-tune an agent model that may receive two different tools: tool1 and tool2. These tools have different parameters and types in their schema definitions. When I try to merge datasets containing different tool definitions...
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How to convert torch.utils.data.Dataset to datasets.arrow_dataset.Dataset?
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Hi, I use torch.utils.data.Dataset to define my own data, but I need to use the 'map' function of datasets.arrow_dataset.Dataset later, so I hope to convert torch.utils.data.Dataset to datasets.arrow_dataset.Dataset. Here is an example. ``` from torch.utils.data import Dataset from datasets.arrow_dataset import ...
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## Describe the bug See: https://app.circleci.com/pipelines/github/huggingface/datasets/10292/workflows/83de4a55-bff7-43ec-96f7-0c335af5c050/jobs/63355 ``` ___________________ test_datasetdict_from_text_split[test] ____________________ [gw0] win32 -- Python 3.7.11 C:\tools\miniconda3\envs\py37\python.exe split...
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5,402
Missing state.json when creating a cloud dataset using a dataset_builder
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[ "`load_from_disk` must be used on datasets saved using `save_to_disk`: they correspond to fully serialized datasets including their state.\r\n\r\nOn the other hand, `download_and_prepare` just downloads the raw data and convert them to arrow (or parquet if you want). We are working on allowing you to reload a datas...
2023-01-03T13:39:59Z
2023-01-04T17:23:57Z
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### Describe the bug Using `load_dataset_builder` to create a builder, run `download_and_prepare` do upload it to S3. However when trying to load it, there are missing `state.json` files. Complete example: ```python from aiobotocore.session import AioSession as Session from datasets import load_from_disk, load_da...
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https://api.github.com/repos/huggingface/datasets/issues/153
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153
Meta-datasets (GLUE/XTREME/...) – Special care to attributions and citations
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[ "As @yoavgo suggested, there should be the possibility to call a function like nlp.bib that outputs all bibtex ref from the datasets and models actually used and eventually nlp.bib.forreadme that would output the same info + versions numbers so they can be included in a readme.md file.", "Actually, double checki...
2020-05-18T07:24:22Z
2020-05-18T21:18:16Z
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Meta-datasets are interesting in terms of standardized benchmarks but they also have specific behaviors, in particular in terms of attribution and authorship. It's very important that each specific dataset inside a meta dataset is properly referenced and the citation/specific homepage/etc are very visible and accessibl...
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6,674
Depprcated Overview.ipynb Link to new Quickstart Notebook invalid
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[ "Good catch! Feel free to open a PR to fix the link." ]
2024-02-16T22:51:35Z
2024-02-25T18:48:09Z
2024-02-25T18:48:09Z
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### Describe the bug For the dreprecated notebook found [here](https://github.com/huggingface/datasets/blob/main/notebooks/Overview.ipynb). The link to the new notebook is broken. ### Steps to reproduce the bug Click the [Quickstart notebook](https://github.com/huggingface/notebooks/blob/main/datasets_doc/quicksta...
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load_dataset('emotion') UnicodeDecodeError
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[ "I met the same problem, here is my code:\r\n```\r\nfrom datasets import load_dataset\r\n\r\nds_name = \"togethercomputer/RedPajama-Data-1T\"\r\nds = load_dataset(ds_name, download_mode=DownloadMode.FORCE_REDOWNLOAD)\r\n```\r\nAnd output error is:\r\n```\r\nTraceback (most recent call last):\r\n File \"/home/yator...
2024-04-30T09:25:01Z
2024-09-05T03:11:04Z
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### Describe the bug **emotions = load_dataset('emotion')** _UnicodeDecodeError: 'utf-8' codec can't decode byte 0x8b in position 1: invalid start byte_ ### Steps to reproduce the bug load_dataset('emotion') ### Expected behavior succese ### Environment info py3.10 transformers 4.41.0.dev0 datasets 2....
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5,648
flatten_indices doesn't work with pandas format
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[ "Thanks for reporting! This can be fixed by setting the format to `arrow` in `flatten_indices` and restoring the original format after the flattening. I'm working on a PR that reduces the number of the `flatten_indices` calls in our codebase and makes `flatten_indices` a no-op when a dataset does not have an indice...
2023-03-17T12:44:25Z
2023-03-21T13:12:03Z
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### Describe the bug Hi, I noticed that `flatten_indices` throws an error when the batch format is `pandas`. This is probably due to the fact that flatten_indices uses map internally which doesn't accept dataframes as the transformation function output ### Steps to reproduce the bug tabular_data = pd.DataFrame(np.r...
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7,902
The child process retrieves the dataset directly from the main process instead of executing `memory_mapped_arrow_table_from_file`.
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[ "Memory mapping is actually the way for processes to share memory efficiently and without copy. It is efficient when on are using a local disk, and it's discouraged to use it on remote disk for the reasons you observed.\n\nWhat you can do instead is save the dataset as Parquet on your remote storage (or on Hugging ...
2025-12-12T12:37:44Z
2025-12-15T11:48:16Z
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### Feature request The child process retrieves the dataset directly from the main process instead of executing `memory_mapped_arrow_table_from_file`. ### Motivation Because my local disk space is insufficient, I can only store a dataset on a remote Ceph server and process it using datasets. I used the data-juicer[h...
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dataset map function could not be hash properly
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[ "Hi ! On macos I tried with\r\n- py 3.9.11\r\n- datasets 2.8.0\r\n- transformers 4.25.1\r\n- dill 0.3.4\r\n\r\nand I was able to hash `prepare_dataset` correctly:\r\n```python\r\nfrom datasets.fingerprint import Hasher\r\nHasher.hash(prepare_dataset)\r\n```\r\n\r\nWhat version of transformers do you have ? Can you ...
2023-01-05T01:59:59Z
2023-01-06T13:22:19Z
2023-01-06T13:22:18Z
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### Describe the bug I follow the [blog post](https://huggingface.co/blog/fine-tune-whisper#building-a-demo) to finetune a Cantonese transcribe model. When using map function to prepare dataset, following warning pop out: `common_voice = common_voice.map(prepare_dataset, remove_...
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TIMIT won't load after manual download: Errors about files that don't exist
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[ "To have some context, please see:\r\n- #4145\r\n\r\nPlease, also note that we have recently made some fixes to the script, which are in our GitHub master branch but not yet released:\r\n- #4422\r\n- #4425 \r\n- #4436", "Thanks Albert! I'll try pulling `datasets` from the git repo instead of PyPI, and/or just wai...
2022-06-02T16:35:56Z
2022-06-03T08:44:17Z
2022-06-03T08:44:16Z
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## Describe the bug I get the message from HuggingFace that it must be downloaded manually. From the URL provided in the message, I got to UPenn page for manual download. (UPenn apparently want $250? for the dataset??) ...So, ok, I obtained a copy from a friend and also a smaller version from Kaggle. But in both c...
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`Dataset.to_sql` doesn't utilize `num_proc`
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2025-09-24T20:34:47Z
2025-09-24T20:35:01Z
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The underlying `SqlDatasetWriter` has `num_proc` as an available argument [here](https://github.com/huggingface/datasets/blob/5dc1a179783dff868b0547c8486268cfaea1ea1f/src/datasets/io/sql.py#L63) , but `Dataset.to_sql()` does not accept it, therefore it is always using one process for the SQL conversion.
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Cannot load linnaeus dataset
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[ "Thanks for reporting ! #2852 fixed this error\r\n\r\nWe'll do a new release of `datasets` soon :)" ]
2021-08-20T12:15:15Z
2021-08-31T13:13:02Z
2021-08-31T13:12:09Z
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## Describe the bug The [linnaeus](https://huggingface.co/datasets/linnaeus) dataset cannot be loaded. To reproduce: ``` from datasets import load_dataset datasets = load_dataset("linnaeus") ``` This results in: ``` Downloading and preparing dataset linnaeus/linnaeus (download: 17.36 MiB, generated: 8.74 MiB,...
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https://api.github.com/repos/huggingface/datasets/issues/2075
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834,301,246
MDU6SXNzdWU4MzQzMDEyNDY=
2,075
ConnectionError: Couldn't reach common_voice.py
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[ "Hi @LifaSun, thanks for reporting this issue.\r\n\r\nSometimes, GitHub has some connectivity problems. Could you confirm that the problem persists?", "@albertvillanova Thanks! It works well now. " ]
2021-03-18T01:19:06Z
2021-03-20T10:29:41Z
2021-03-20T10:29:41Z
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When I run: from datasets import load_dataset, load_metric common_voice_train = load_dataset("common_voice", "zh-CN", split="train+validation") common_voice_test = load_dataset("common_voice", "zh-CN", split="test") Got: ConnectionError: Couldn't reach https://raw.githubusercontent.com/huggingface/datasets/ma...
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https://api.github.com/repos/huggingface/datasets/issues/2677
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948,429,788
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2,677
Error when downloading C4
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[ "Hi Thanks for reporting !\r\nIt looks like these files are not correctly reported in the list of expected files to download, let me fix that ;)", "Alright this is fixed now. We'll do a new release soon to make the fix available.\r\n\r\nIn the meantime feel free to simply pass `ignore_verifications=True` to `load...
2021-07-20T08:37:30Z
2021-07-20T14:41:31Z
2021-07-20T14:38:10Z
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Hi, I am trying to download `en` corpus from C4 dataset. However, I get an error caused by validation files download (see image). My code is very primitive: `datasets.load_dataset('c4', 'en')` Is this a bug or do I have some configurations missing on my server? Thanks! <img width="1014" alt="Снимок экрана 2...
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