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https://api.github.com/repos/huggingface/datasets/issues/3297
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1,058,263,859
I_kwDODunzps4_E9Mz
3,297
.map() cache is wrongfully reused - only happens when the mapping function is imported
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[ "Hi ! Thanks for reporting. Indeed this is a current limitation of the usage we have of `dill` in `datasets`. I'd suggest you use your workaround for now until we find a way to fix this. Maybe functions that are not coming from a module not installed with pip should be dumped completely, rather than only taking the...
2021-11-19T08:18:36Z
2025-09-08T10:12:16Z
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## Describe the bug When `.map` is used with a mapping function that is imported, the cache is reused even if the mapping function has been modified. The reason for this is that `dill` that is used for creating the fingerprint [pickles imported functions by reference](https://stackoverflow.com/a/67851411). I guess...
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482
Bugs : dataset.map() is frozen on ELI5
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[ "This comes from an overflow in pyarrow's array.\r\nIt is stuck inside the loop that reduces the batch size to avoid the overflow.\r\nI'll take a look", "I created a PR to fix the issue.\r\nIt was due to an overflow check that handled badly an empty list.\r\n\r\nYou can try the changes by using \r\n```\r\n!pip in...
2020-08-07T08:23:35Z
2023-04-06T09:39:59Z
2020-08-11T23:55:15Z
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Hi Huggingface Team! Thank you guys once again for this amazing repo. I have tried to prepare ELI5 to train with T5, based on [this wonderful notebook of Suraj Patil](https://github.com/patil-suraj/exploring-T5/blob/master/T5_on_TPU.ipynb) However, when I run `dataset.map()` on ELI5 to prepare `input_text, ta...
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UnicodeDecodeError: windows 10 machine
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[ "upgraded to php 3.9.2 and it works!" ]
2021-02-19T22:13:05Z
2021-02-19T22:41:11Z
2021-02-19T22:40:28Z
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Windows 10 Php 3.6.8 when running ``` import datasets oscar_am = datasets.load_dataset("oscar", "unshuffled_deduplicated_am") print(oscar_am["train"][0]) ``` I get the following error ``` file "C:\PYTHON\3.6.8\lib\encodings\cp1252.py", line 23, in decode return codecs.charmap_decode(input,self.er...
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Docstring mistake: dataset vs. metric
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[ "> I can provide a PR l8er...\r\n\r\nSee #2425 " ]
2021-05-27T13:39:11Z
2021-06-01T08:18:04Z
2021-06-01T08:18:04Z
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This: https://github.com/huggingface/datasets/blob/d95b95f8cf3cb0cff5f77a675139b584dcfcf719/src/datasets/load.py#L582 Should better be something like: `a metric identifier on HuggingFace AWS bucket (list all available metrics and ids with ``datasets.list_metrics()``)` I can provide a PR l8er...
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Dataset Viewer issue for TheNoob3131/mosquito-data
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[ "The preview is working OK:\r\n\r\n![Screenshot from 2022-07-21 09-46-09](https://user-images.githubusercontent.com/8515462/180158929-bd8faad4-6392-4fc1-8d9c-df38aa9f8438.png)\r\n\r\n" ]
2022-07-21T05:24:48Z
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### Link https://huggingface.co/datasets/TheNoob3131/mosquito-data/viewer/TheNoob3131--mosquito-data/test ### Description Dataset preview not showing with large files. Says 'split cache is empty' even though there are train and test splits. ### Owner _No response_
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7,260
cache can't cleaned or disabled
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[ "Hey I have a similar problem and found a workaround using [temporary directories](https://docs.python.org/3/library/tempfile.html):\r\n\r\n```python\r\nfrom tempfile import TemporaryDirectory\r\n\r\nwith TemporaryDirectory() as cache_dir:\r\n data = load_dataset('json', data_files=save_local_path, split='train'...
2024-10-29T03:15:28Z
2024-12-11T09:04:52Z
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### Describe the bug I tried following ways, the cache can't be disabled. I got 2T data, but I also got more than 2T cache file. I got pressure on storage. I need to diable cache or cleaned immediately after processed. Following ways are all not working, please give some help! ```python from datasets import ...
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1,368,201,188
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Dataset without script does not support regular JSON data file
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[ "Hi @julien-c,\r\n\r\nOut of the box, we only support JSON lines (NDJSON) data files, but your data file is a regular JSON file. The reason is we use `pyarrow.json.read_json` and this only supports line-delimited JSON. " ]
2022-09-09T18:45:33Z
2022-09-20T15:40:07Z
2022-09-20T15:40:07Z
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### Link https://huggingface.co/datasets/julien-c/label-studio-my-dogs ### Description <img width="1115" alt="image" src="https://user-images.githubusercontent.com/326577/189422048-7e9c390f-bea7-4521-a232-43f049ccbd1f.png"> ### Owner Yes
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Extraction protocol for arrow files is not defined
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[ "Fixed in https://github.com/huggingface/datasets/pull/7083" ]
2024-05-17T16:01:41Z
2025-02-06T19:50:22Z
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### Describe the bug Passing files with `.arrow` extension into data_files argument, at least when `streaming=True` is very slow. ### Steps to reproduce the bug Basically it goes through the `_get_extraction_protocol` method located [here](https://github.com/huggingface/datasets/blob/main/src/datasets/utils/file_ut...
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social_i_qa wrong format of labels
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[ "@lhoestq, should I raise a PR for this? Just a minor change while reading labels text file", "Sure feel free to open a PR thanks !" ]
2020-12-24T13:11:54Z
2020-12-30T17:18:49Z
2020-12-30T17:18:49Z
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Hi, there is extra "\n" in labels of social_i_qa datasets, no big deal, but I was wondering if you could remove it to make it consistent. so label is 'label': '1\n', not '1' thanks ``` >>> import datasets >>> from datasets import load_dataset >>> dataset = load_dataset( ... 'social_i_qa') cahce dir /jul...
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sqaud_v2 dataset contains misalignment between the answer text and the context value at the answer index
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[ "Hi @mmajurski, thanks for reporting this issue.\r\n\r\nIndeed this misalignment arises because the source dataset context field contains leading blank spaces (and these are counted within the answer_start), while our datasets loading script removes these leading blank spaces.\r\n\r\nI'm going to fix our script so ...
2021-07-04T15:39:49Z
2021-07-07T13:18:51Z
2021-07-07T13:18:51Z
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## Describe the bug The built in huggingface squad_v2 dataset that you can access via datasets.load_dataset contains mis-alignment between the answers['text'] and the characters in the context at the location specified by answers['answer_start']. For example: id = '56d1f453e7d4791d009025bd' answers = {'text': ['P...
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Datasets library not suitable for huge text datasets.
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[ "Hi ! Looks related to #861 \r\n\r\nYou are right: tokenizing a dataset using map takes a lot of space since it can store `input_ids` but also `token_type_ids`, `attention_mask` and `special_tokens_mask`. Moreover if your tokenization function returns python integers then by default they'll be stored as int64 which...
2021-02-05T11:06:50Z
2021-03-30T14:04:01Z
2021-03-16T09:44:00Z
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Hi, I'm trying to use datasets library to load a 187GB dataset of pure text, with the intention of building a Language Model. The problem is that from the 187GB it goes to some TB when processed by Datasets. First of all, I think the pre-tokenizing step (with tokenizer.map()) is not really thought for datasets this ...
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Datasets performance slow? - 6.4x slower than in memory dataset
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[ "Facing a similar issue here. My model using SQuAD dataset takes about 1h to process with in memory data and more than 2h with datasets directly.", "And if you use in-memory-data with datasets with `load_dataset(..., keep_in_memory=True)`?", "Thanks for the tip @thomwolf ! I did not see that flag in the docs. I...
2020-10-03T06:44:07Z
2021-02-12T14:13:28Z
2021-02-12T14:13:28Z
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I've been very excited about this amazing datasets project. However, I've noticed that the performance can be substantially slower than using an in-memory dataset. Now, this is expected I guess, due to memory mapping data using arrow files, and you don't get anything for free. But I was surprised at how much slower....
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Type error when importing datasets on Kaggle
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[ "I have the same problem \r\nIt seems that it only appears when you are using GPU \r\nIt seems to work fine with the 2.17 version though", "Same here.", "> I have the same problem\r\n> It seems that it only appears when you are using GPU\r\n> It seems to work fine with the 2.17 version though\r\n\r\nI downgrade...
2024-03-24T03:01:30Z
2024-10-02T11:49:35Z
2024-03-30T00:23:49Z
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### Describe the bug When trying to run ``` import datasets print(datasets.__version__) ``` It generates the following error ``` TypeError: expected string or bytes-like object ``` It looks like It cannot find the valid versions of `fsspec` though fsspec version is fine when I checked Via command ...
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653,757,376
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361
🐛 [Metrics] ROUGE is non-deterministic
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[ "Hi, can you give a full self-contained example to reproduce this behavior?", "> Hi, can you give a full self-contained example to reproduce this behavior?\r\n\r\nThere is a notebook in the post ;)", "> If I run the ROUGE metric 2 times, with same predictions / references, the scores are slightly different.\r\n...
2020-07-09T04:39:37Z
2022-09-09T15:20:55Z
2020-07-20T23:48:37Z
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If I run the ROUGE metric 2 times, with same predictions / references, the scores are slightly different. Refer to [this Colab notebook](https://colab.research.google.com/drive/1wRssNXgb9ldcp4ulwj-hMJn0ywhDOiDy?usp=sharing) for reproducing the problem. Example of F-score for ROUGE-1, ROUGE-2, ROUGE-L in 2 differe...
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NonMatchingChecksumError for downloading conll2012_ontonotesv5 dataset
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[ "Hi @richarddwang,\r\n\r\n\r\nIndeed, we have recently updated the loading script of that dataset (and fixed that bug as well):\r\n- #4002\r\n\r\nThat fix will be available in our next `datasets` library release. In the meantime, you can incorporate that fix by:\r\n- installing `datasets` from our GitHub repo:\r\n`...
2022-04-01T11:34:28Z
2022-04-01T13:59:10Z
2022-04-01T13:59:10Z
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CONTRIBUTOR
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## Steps to reproduce the bug ```python datasets.load_dataset("conll2012_ontonotesv5", "english_v12") ``` ## Actual results ``` Downloading builder script: 32.2kB [00:00, 9.72MB/s] Downloading metadata: 20.0kB [00:00, 10...
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cnn_dailymail repeats itself
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[ "Hi ! We recently updated `cnn_dailymail` and now `datasets>=2.14` is needed to load it.\r\n\r\nYou can update `datasets` with\r\n\r\n```\r\npip install -U datasets\r\n```" ]
2024-01-24T11:38:25Z
2024-02-01T08:14:50Z
2024-02-01T08:14:50Z
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### Describe the bug When I try to load `cnn_dailymail` dataset, it takes longer than usual and when I checked the dataset it's 3x bigger than it's supposed to be. Check https://huggingface.co/datasets/cnn_dailymail: it says 287k rows for train. But when I check length of train split it says 861339. Also I che...
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Cannot preview "hazal/Turkish-Biomedical-corpus-trM"
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[ "Hi @hazalturkmen, thanks for reporting.\r\n\r\nNote that your dataset repository does not contain any loading script; it only contains a data file named `tr_article_2`.\r\n\r\nWhen there is no loading script but only data files, the `datasets` library tries to infer how to load the data by looking at the data file...
2022-03-25T07:12:02Z
2022-04-04T08:05:01Z
2022-03-25T14:16:11Z
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## Dataset viewer issue for '*hazal/Turkish-Biomedical-corpus-trM' **Link:** *https://huggingface.co/datasets/hazal/Turkish-Biomedical-corpus-trM* *I cannot see the dataset preview.* ``` Server Error Status code: 400 Exception: HTTPError Message: 403 Client Error: Forbidden for url: https://h...
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Remove token arg from CLI examples
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2024-04-25T14:00:38Z
2024-04-26T16:57:41Z
2024-04-26T16:57:41Z
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As suggested by @Wauplin, see: https://github.com/huggingface/datasets/pull/6831#discussion_r1579492603 > I would not advertise the --token arg in the example as this shouldn't be the recommended way (best to login with env variable or huggingface-cli login)
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Add UFSC OCPap dataset
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[ "I will add this directly on the hub (same as #4486)—in https://huggingface.co/lapix" ]
2022-06-24T20:07:54Z
2022-07-06T19:03:02Z
2022-07-06T19:03:02Z
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## Adding a Dataset - **Name:** UFSC OCPap: Papanicolaou Stained Oral Cytology Dataset (v4) - **Description:** The UFSC OCPap dataset comprises 9,797 labeled images of 1200x1600 pixels acquired from 5 slides of cancer diagnosed and 3 healthy of oral brush samples, from distinct patients. - **Paper:** https://dx.doi....
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ImportError: To support decoding images, please install 'Pillow'.
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[ "what's your `pip show Pillow` output", "same issue.. my pip show Pillow output as below:\n\n```\nName: pillow\nVersion: 11.1.0\nSummary: Python Imaging Library (Fork)\nHome-page: https://python-pillow.github.io/\nAuthor: \nAuthor-email: \"Jeffrey A. Clark\" <aclark@aclark.net>\nLicense: MIT-CMU\nLocation: [/opt/...
2025-01-08T02:22:57Z
2025-05-28T14:56:53Z
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### Describe the bug Following this tutorial locally using a macboko and VSCode: https://huggingface.co/docs/diffusers/en/tutorials/basic_training This line of code: for i, image in enumerate(dataset[:4]["image"]): throws: ImportError: To support decoding images, please install 'Pillow'. Pillow is installed. ###...
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Dataset configuration
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[ "Originally we also though about adding it to the YAML part of the README.md:\r\n\r\n```yaml\r\nbuilder_config:\r\n data_dir: data\r\n data_files:\r\n - split: train\r\n pattern: \"train-[0-9][0-9][0-9][0-9]-of-[0-9][0-9][0-9][0-9][0-9]*.*\"\r\n```\r\n\r\nHaving it in the README.md could make it easier to mod...
2023-04-01T13:08:05Z
2023-04-04T14:54:37Z
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Following discussions from https://github.com/huggingface/datasets/pull/5331 We could have something like `config.json` to define the configuration of a dataset. ```json { "data_dir": "data" "data_files": { "train": "train-[0-9][0-9][0-9][0-9]-of-[0-9][0-9][0-9][0-9][0-9]*.*" } } ``` ...
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Issues: Adding a FAISS or Elastic Search index to a Dataset
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[ "`DPRContextEncoder` and `DPRContextEncoderTokenizer` will be available in the next release of `transformers`.\r\n\r\nRight now you can experiment with it by installing `transformers` from the master branch.\r\nYou can also check the docs of DPR [here](https://huggingface.co/transformers/master/model_doc/dpr.html)....
2020-07-27T04:25:17Z
2020-10-28T01:46:24Z
2020-10-28T01:46:24Z
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It seems the DPRContextEncoder, DPRContextEncoderTokenizer cited[ in this documentation](https://huggingface.co/nlp/faiss_and_ea.html) is not implemented ? It didnot work with the standard nlp installation . Also, I couldn't find or use it with the latest nlp install from github in Colab. Is there any dependency on t...
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NotADirectoryError while loading the CNN/Dailymail dataset
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[ "Looks like the google drive download failed.\r\nI'm getting a `Google Drive - Quota exceeded` error while looking at the downloaded file.\r\n\r\nWe should consider finding a better host than google drive for this dataset imo\r\nrelated : #873 #864 ", "It is working now, thank you. \r\n\r\nShould I leave this iss...
2020-12-02T11:07:56Z
2022-02-17T14:13:39Z
2022-02-17T14:13:39Z
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Downloading and preparing dataset cnn_dailymail/3.0.0 (download: 558.32 MiB, generated: 1.28 GiB, post-processed: Unknown size, total: 1.82 GiB) to /root/.cache/huggingface/datasets/cnn_dailymail/3.0.0/3.0.0/0128610a44e10f25b4af6689441c72af86205282d26399642f7db38fa7535602... ---------------------------------------...
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Error loading music files using `load_dataset`
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[ "This code behaves as expected on my local machine or in Colab. Which version of `soundfile` do you have installed? MP3 requires `soundfile>=0.12.1`.", "I upgraded the `soundfile` and it's working now! \r\nThanks @mariosasko for the help!" ]
2023-07-26T12:44:05Z
2023-07-26T13:08:08Z
2023-07-26T13:08:08Z
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### Describe the bug I tried to load a music file using `datasets.load_dataset()` from the repository - https://huggingface.co/datasets/susnato/pop2piano_real_music_test I got the following error - ``` Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/home/susnato/anaconda3/en...
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`Dataset.to_tf_dataset` fails when strings cannot be encoded as `np.bytes_`
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[ "May eventually be solved in #5883 ", "#self-assign" ]
2023-05-22T12:03:06Z
2023-06-09T16:04:56Z
2023-06-09T16:04:55Z
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### Describe the bug When loading any dataset that contains a column with strings that are not ASCII-compatible, looping over those records raises the following exception e.g. for `é` character `UnicodeEncodeError: 'ascii' codec can't encode character '\xe9' in position 0: ordinal not in range(128)`. ### Steps to rep...
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load_dataset doesn't support list column
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[ "I encountered this same issue when loading a customized dataset for ORPO training, in which there were three columns and two of them were lists. \r\nI debugged and found that it might be caused by the type-infer mechanism and because in some chunks one of the columns is always an empty list ([]), it was regarded a...
2024-04-26T14:11:44Z
2025-10-27T16:31:08Z
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### Describe the bug dataset = load_dataset("Doraemon-AI/text-to-neo4j-cypher-chinese") got exception: Generating train split: 1834 examples [00:00, 5227.98 examples/s] Traceback (most recent call last): File "/usr/local/lib/python3.11/dist-packages/datasets/builder.py", line 2011, in _prepare_split_single ...
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Add a doc page for the convert_to_parquet CLI
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Follow-up to https://github.com/huggingface/datasets/pull/6795. Useful for https://github.com/huggingface/dataset-viewer/issues/2742. cc @albertvillanova
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Add AMI Corpus
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[ "Available here: ~https://huggingface.co/datasets/ami~ https://huggingface.co/datasets/edinburghcstr/ami", "@mariosasko actually the \"official\" AMI dataset can be found here: https://huggingface.co/datasets/edinburghcstr/ami -> the old one under `datasets/ami` doesn't work and should be deleted. \r\n\r\nThe new...
2021-02-08T13:25:00Z
2023-02-28T16:29:22Z
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## Adding a Dataset - **Name:** *AMI* - **Description:** *The AMI Meeting Corpus is a multi-modal data set consisting of 100 hours of meeting recordings. For a gentle introduction to the corpus, see the corpus overview. To access the data, follow the directions given there. Around two-thirds of the data has been elic...
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6,172
Make Dataset streaming queries retryable
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[ "Hi! The streaming mode also retries requests - `datasets.config.STREAMING_READ_MAX_RETRIES` (20 sec by default) controls the number of retries and `datasets.config.STREAMING_READ_RETRY_INTERVAL` (5 sec) the sleep time between retries.\r\n\r\n> At step 1800 I got a 504 HTTP status code error from Huggingface hub fo...
2023-08-23T13:15:38Z
2023-11-06T13:54:16Z
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### Feature request Streaming datasets, as intended, do not load the entire dataset in memory or disk. However, while querying the next data chunk from the remote, sometimes it is possible that the service is down or there might be other issues that may cause the query to fail. In such a scenario, it would be nice to ...
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cast_column function not working with map function in streaming mode for Audio features
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[ "Hi! This is probably due to the fact that `IterableDataset.map` sets `features` to `None` before mapping examples. We can fix the issue by passing the old `features` dict to the map generator and performing encoding/decoding there (before calling the map transform function)." ]
2021-12-30T14:52:01Z
2022-01-18T19:54:07Z
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## Describe the bug I am trying to use Audio class for loading audio features using custom dataset. I am able to cast 'audio' feature into 'Audio' format with cast_column function. On using map function, I am not getting 'Audio' casted feature but getting path of audio file only. I am getting features of 'audio' of s...
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`load_dataset` defaults to json file format for datasets with 1 shard
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### Describe the bug I currently have multiple datasets (train+validation) saved as 50MB shards. For one dataset the validation pair is small enough to fit into a single shard and this apparently causes problems when loading the dataset. I created the datasets using a DatasetDict, saved them as 50MB arrow files for st...
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document page 404 not found after redirection
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[ "Thanks for reporting! I've opened a PR with a fix." ]
2024-01-10T06:48:14Z
2024-01-17T14:01:31Z
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### Describe the bug The redirected page encountered 404 not found. ### Steps to reproduce the bug 1. In this tutorial: https://huggingface.co/learn/nlp-course/chapter5/4?fw=pt original md: https://github.com/huggingface/course/blob/2c733c2246b8b7e0e6f19a9e5d15bb12df43b2a3/chapters/en/chapter5/4.mdx#L49 `...
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Calling shuffle on IterableDataset will disable batching in case any functions were mapped
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[ "Hi :) Good catch ! Feel free to open a PR if you want to contribute, this would be very welcome ;)", "Have raised the PR [here](https://github.com/huggingface/datasets/pull/2717)", "Fixed by #2717." ]
2021-07-26T13:24:59Z
2021-07-26T18:04:43Z
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When using dataset in streaming mode, if one applies `shuffle` method on the dataset and `map` method for which `batched=True` than the batching operation will not happen, instead `batched` will be set to `False` I did RCA on the dataset codebase, the problem is emerging from [this line of code](https://github.com/h...
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Looks like nokogumbo is up-to-date now, so this is no longer needed.
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Looks like nokogumbo is up-to-date now, so this is no longer needed. __Originally posted by @dependabot in https://github.com/discourse/discourse/pull/11373#issuecomment-738993432__
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MemoryError when loading German Wikipedia
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[ "Hi !\r\n\r\nAs you noticed, \"big\" datasets like Wikipedia require apache beam to be processed.\r\nHowever users usually don't have an apache beam runtime available (spark, dataflow, etc.) so our goal for this library is to also make available processed versions of these datasets, so that users can just download ...
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2020-06-19T12:53:02Z
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Hi, first off let me say thank you for all the awesome work you're doing at Hugging Face across all your projects (NLP, Transformers, Tokenizers) - they're all amazing contributions to us working with NLP models :) I'm trying to download the German Wikipedia dataset as follows: ``` wiki = nlp.load_dataset("wikip...
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Support parallelized downloading and processing in load_dataset with Spark
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[ "Hi ! We're using process pools for parallelism right now. I was wondering if there's a package that implements the same API as a process pool but runs with Spark under the hood ? That or something similar would be cool because users could use whatever distributed framework they want this way.\r\n\r\nFeel free to p...
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2023-05-25T14:11:41Z
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### Feature request When calling `load_dataset` for datasets that have multiple files, support using Spark to distribute the downloading and processing job to worker nodes when `cache_dir` is a cloud file system shared among nodes. ```python load_dataset(..., use_spark=True) ``` ### Motivation Further speed up ...
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Progress bars are not properly rendered in Jupyter notebook
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[ "To add my experience when trying to debug this issue:\r\n\r\nSeems like previously the workaround given [here](https://github.com/tqdm/tqdm/issues/485#issuecomment-473338308) worked around this issue. But with the latest version of jupyter/tqdm I still get terminal warnings that IPython tried to send a message fro...
2021-07-12T14:07:13Z
2022-02-03T15:55:33Z
2022-02-03T15:55:33Z
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## Describe the bug The progress bars are not Jupyter widgets; regular progress bars appear (like in a terminal). ## Steps to reproduce the bug ```python ds.map(tokenize, num_proc=10) ``` ## Expected results Jupyter widgets displaying the progress bars. ## Actual results Simple plane progress bars. cc...
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3,011
load_dataset_builder should error if "name" does not exist?
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[ "Yes I think it should raise an error. Currently it looks like it instantiates a custom configuration with the name given by the user:\r\nhttps://github.com/huggingface/datasets/blob/ba27ce33bf568374cf23a07669fdd875b5718bc2/src/datasets/builder.py#L391-L397" ]
2021-10-04T09:20:46Z
2022-09-20T13:05:07Z
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``` import datasets as ds builder = ds.load_dataset_builder('sent_comp', name="doesnotexist") builder.info.config_name ``` returns ``` 'doesnotexist' ``` Shouldn't it raise an error instead? For this dataset, the only valid values for `name` should be: `"default"` or `None` (ie. argument not passed)
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MissingBeamOptions for Wikipedia 20200501.en
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[ "Fixed. Could you try again @mitchellgordon95 ?\r\nIt was due a file not being updated on S3.\r\n\r\nWe need to make sure all the datasets scripts get updated properly @julien-c ", "Works for me! Thanks.", "I found the same issue with almost any language other than English. (For English, it works). Will someone...
2020-07-16T23:48:03Z
2021-01-12T11:41:16Z
2020-07-17T14:24:28Z
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There may or may not be a regression for the pre-processed Wikipedia dataset. This was working fine 10 commits ago (without having Apache Beam available): ``` nlp.load_dataset('wikipedia', "20200501.en", split='train') ``` And now, having pulled master, I get: ``` Downloading and preparing dataset wikipedia...
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5,838
Streaming support for `load_from_disk`
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[ "As the name says, `load_from_disk` load the data from your disk. If the data is hosted on S3, it is first downloaded locally and then loaded from your disk.\r\n\r\nThere is a discussion on streaming data from S3 here though: #5281 ", "@lhoestq \r\nThanks for your comment. I have checked out the discussion before...
2023-05-10T06:25:22Z
2024-10-28T14:19:44Z
2023-05-12T09:37:45Z
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### Feature request Support for streaming datasets stored in object stores in `load_from_disk`. ### Motivation The `load_from_disk` function supports fetching datasets stored in object stores such as `s3`. In many cases, the datasets that are stored in object stores are very large and being able to stream the data ...
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load_dataset hang on file_lock
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[ "Can you try to upgrade to a more recent version of datasets?", "Thank, upgrading to 1.1.3 resolved the issue.", "Having the same issue with `datasets 1.1.3` of `1.5.0` (both tracebacks look the same) and `kilt_wikipedia`, Ubuntu 20.04\r\n\r\n```py\r\nIn [1]: from datasets import load_dataset ...
2021-01-01T10:25:07Z
2021-03-31T16:24:13Z
2021-01-01T11:47:36Z
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I am trying to load the squad dataset. Fails on Windows 10 but succeeds in Colab. Transformers: 3.3.1 Datasets: 1.0.2 Windows 10 (also tested in WSL) ``` datasets.logging.set_verbosity_debug() datasets. train_dataset = load_dataset('squad', split='train') valid_dataset = load_dataset('squad', split='validat...
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5,430
Support Apache Beam >= 2.44.0
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[ "Some of the shard files now have 0 number of rows.\r\n\r\nWe have opened an issue in the Apache Beam repo:\r\n- https://github.com/apache/beam/issues/25041" ]
2023-01-17T06:42:12Z
2024-02-06T19:24:21Z
2024-02-06T19:24:21Z
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Once we find out the root cause of: - #5426 we should revert the temporary pin on apache-beam introduced by: - #5429
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load_dataset() function's cache_dir does not seems to work
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[ "Can you share the error message?\r\n\r\nAlso, it would help if you could check whether `huggingface_hub`'s download behaves the same:\r\n```python\r\nfrom huggingface_hub import snapshot_download\r\nsnapshot_download(\"trec\", repo_type=\"dataset\", cache_dir='/path/to/my/dir)\r\n```\r\n\r\nIn the next major relea...
2023-09-24T15:34:06Z
2025-05-14T10:08:53Z
2024-10-08T15:45:18Z
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### Describe the bug datasets version: 2.14.5 when trying to run the following command trec = load_dataset('trec', split='train[:1000]', cache_dir='/path/to/my/dir') I keep getting error saying the command does not have permission to the default cache directory on my macbook pro machine. It seems the cache_...
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Loading a dataset from the hub fails if you happen to have a folder of the same name
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[ "`load_dataset` first checks for a local directory before checking for the Hub.\r\n\r\nTo make it explicit that it has to fetch the Hub, we could support the `hffs` syntax:\r\n```python\r\nload_dataset(\"hf://datasets/glue\")\r\n```\r\n\r\nwould that work for you ? Also cc @mariosasko who's leading the `hffs` proje...
2022-11-11T00:51:54Z
2023-05-03T23:23:04Z
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### Describe the bug I'm not 100% sure this should be considered a bug, but it was certainly annoying to figure out the cause of. And perhaps I am just missing a specific argument needed to avoid this conflict. Basically I had a situation where multiple workers were downloading different parts of the glue dataset and ...
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The dataset "the_pile", subset "enron_emails" , load_dataset() failure
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[ "Thanks for reporting @shaoyuta. We are investigating it.\r\n\r\nWe are transferring the issue to \"the_pile\" Community tab on the Hub: https://huggingface.co/datasets/the_pile/discussions/4" ]
2022-12-20T02:19:13Z
2022-12-20T07:52:54Z
2022-12-20T07:52:54Z
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### Describe the bug When run "datasets.load_dataset("the_pile","enron_emails")" failure ![image](https://user-images.githubusercontent.com/52023469/208565302-cfab7b89-0b97-4fa6-a5ba-c11b0b629b1a.png) ### Steps to reproduce the bug Run below code in python cli: >>> import datasets >>> datasets.load_dataset(...
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179
[Feature request] separate split name and split instructions
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[ "If your dataset is a collection of sub-datasets, you should probably consider having one config per sub-dataset. For example for Glue, we have sst2, mnli etc.\r\nIf you want to have multiple train sets (for example one per stage). The easiest solution would be to name them `nlp.Split(\"train_stage1\")`, `nlp.Split...
2020-05-21T14:10:51Z
2020-05-22T13:31:08Z
2020-05-22T13:31:07Z
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Currently, the name of an nlp.NamedSplit is parsed in arrow_reader.py and used as the instruction. This makes it impossible to have several training sets, which can occur when: - A dataset corresponds to a collection of sub-datasets - A dataset was built in stages, adding new examples at each stage Would it be ...
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MemoryError when computing WER metric
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[ "Hi ! Thanks for reporting.\r\nWe're indeed using `jiwer` to compute the WER.\r\n\r\nMaybe instead of calling `jiwer.wer` once for all the preditions/references we can compute the WER iteratively to avoid memory issues ? I'm not too familial with `jiwer` but this must be possible.\r\n\r\nCurrently the code to compu...
2021-03-18T11:30:05Z
2021-05-01T08:31:49Z
2021-04-06T07:20:43Z
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Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation: ``` wer = load_metric("wer") print(wer.compute(predictions=result["predicted"], references=result["target"])) ``` However, I receive the following exception: `Traceback (most recent call last): File ...
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Lazy loading of environment variables
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[ "Many python packages out there, including `huggingface_hub`, do load the environment variables on import.\nYou should `load_dotenv()` before importing the libraries.\n\nFor example you can move all you imports inside your `main()` function" ]
2025-02-16T22:31:41Z
2025-02-17T15:17:18Z
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### Describe the bug Loading a `.env` file after an `import datasets` call does not correctly use the environment variables. This is due the fact that environment variables are read at import time: https://github.com/huggingface/datasets/blob/de062f0552a810c52077543c1169c38c1f0c53fc/src/datasets/config.py#L155C1-L15...
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4,918
Dataset Viewer issue for pysentimiento/spanish-targeted-sentiment-headlines
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[ "Thanks for reporting, it's fixed now (I refreshed it manually). It's a known issue; we hope it will be fixed permanently in a few days.\r\n\r\n<img width=\"1508\" alt=\"Capture d’écran 2022-09-05 à 18 31 22\" src=\"https://user-images.githubusercontent.com/1676121/188489762-0ed86a7e-dfb3-46e8-a125-43b815a2c6f4.p...
2022-08-31T12:09:07Z
2022-09-05T21:36:34Z
2022-09-05T16:32:44Z
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### Link https://huggingface.co/datasets/pysentimiento/spanish-targeted-sentiment-headlines ### Description After moving the dataset from my user (`finiteautomata`) to the `pysentimiento` organization, the dataset viewer says that it doesn't exist. ### Owner _No response_
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Bugs in NewsQA dataset
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2022-02-16T13:17:37Z
2022-02-17T07:54:25Z
2022-02-17T07:54:25Z
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## Describe the bug NewsQA dataset has the following bugs: - the field `validated_answers` is an exact copy of the field `answers` but with the addition of `'count': [0]` to each dict - the field `badQuestion` does not appear in `answers` nor `validated_answers` ## Steps to reproduce the bug By inspecting the da...
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why the stratify option is omitted from test_train_split function?
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[ "Hi ! It's simply not added yet :)\r\n\r\nIf someone wants to contribute to add the `stratify` parameter I'd be happy to give some pointers.\r\n\r\nIn the meantime, I guess you can use `sklearn` or other tools to do a stratified train/test split over the **indices** of your dataset and then do\r\n```\r\ntrain_datas...
2021-12-18T10:37:47Z
2022-05-25T20:43:51Z
2022-05-25T20:43:51Z
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why the stratify option is omitted from test_train_split function? is there any other way implement the stratify option while splitting the dataset? as it is important point to be considered while splitting the dataset.
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Dataset viewer issue for Winoground
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[ "related (same dataset): https://github.com/huggingface/datasets/issues/4149. But the issue is different. Looking at it", "I thought this issue was related to the error I was seeing, but upon consideration I'd think the dataset viewer would return a 500 (unable to create the split like me) or a 404 (unable to loa...
2022-04-11T06:11:41Z
2022-06-21T16:43:58Z
2022-06-21T16:43:58Z
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## Dataset viewer issue for 'Winoground' **Link:** [*link to the dataset viewer page*](https://huggingface.co/datasets/facebook/winoground/viewer/facebook--winoground/train) *short description of the issue* Getting 401, message='Unauthorized' The dataset is subject to authorization, but I can access the files f...
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The dataset viewer should be available soon. Please retry later.
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[ "Waiting is all you need. 10 hours later, it works." ]
2024-10-30T16:32:00Z
2024-10-31T03:48:11Z
2024-10-31T03:48:10Z
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### Describe the bug After waiting for 2 hours, it still presents ``The dataset viewer should be available soon. Please retry later.'' ### Steps to reproduce the bug dataset link: https://huggingface.co/datasets/BryanW/HI_EDIT ### Expected behavior Present the dataset viewer. ### Environment info NA
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Error with sklearn train_test_split
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[ "Indeed. Probably we will want to have a similar method directly in the library", "Related: #166 " ]
2020-05-17T00:28:24Z
2020-06-18T16:23:23Z
2020-06-18T16:23:23Z
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It would be nice if we could use sklearn `train_test_split` to quickly generate subsets from the dataset objects returned by `nlp.load_dataset`. At the moment the code: ```python data = nlp.load_dataset('imdb', cache_dir=data_cache) f_half, s_half = train_test_split(data['train'], test_size=0.5, random_state=seed)...
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1,236,404,383
I_kwDODunzps5Jsgif
4,354
Problems with WMT dataset
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[ "Hi! Yes, the docs are outdated. Expect this to be fixed soon. \r\n\r\nIn the meantime, you can try to fix the issue yourself.\r\n\r\nThese are the configs/language pairs supported by `wmt15` from which you can choose:\r\n* `cs-en` (Czech - English)\r\n* `de-en` (German - English)\r\n* `fi-en` (Finnish- English)\r\...
2022-05-15T20:58:26Z
2022-07-11T14:54:02Z
2022-07-11T14:54:01Z
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## Describe the bug I am trying to load WMT15 dataset and to define which data-sources to use for train/validation/test splits, but unfortunately it seems that the official documentation at [https://huggingface.co/datasets/wmt15#:~:text=Versions%20exists%20for,wmt_translate%22%2C%20config%3Dconfig)](https://huggingfac...
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1,011,026,141
I_kwDODunzps48Qwjd
2,987
ArrowInvalid: Can only convert 1-dimensional array values
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[ "Hi @NielsRogge, thanks for reporting!\r\n\r\nIn `datasets`, we were handling N-dimensional arrays only when passed as an instance of `np.array`, not when passed as a list of `np.array`s.\r\n\r\nI'm fixing it." ]
2021-09-29T14:18:52Z
2021-10-01T13:57:45Z
2021-10-01T13:57:45Z
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CONTRIBUTOR
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## Describe the bug For the ViT and LayoutLMv2 demo notebooks in my [Transformers-Tutorials repo](https://github.com/NielsRogge/Transformers-Tutorials), people reported an ArrowInvalid issue after applying the following function to a Dataset: ``` def preprocess_data(examples): images = [Image.open(path).conve...
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748,234,438
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DataLoader(datasets) become more and more slowly within iterations
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[ "Hi ! Thanks for reporting.\r\nDo you have the same slowdown when you iterate through the raw dataset object as well ? (no dataloader)\r\nIt would be nice to know whether it comes from the dataloader or not", "> Hi ! Thanks for reporting.\r\n> Do you have the same slowdown when you iterate through the raw dataset...
2020-11-22T12:41:10Z
2024-11-22T03:02:53Z
2020-11-29T15:45:12Z
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Hello, when I for loop my dataloader, the loading speed is becoming more and more slowly! ``` dataset = load_from_disk(dataset_path) # around 21,000,000 lines lineloader = tqdm(DataLoader(dataset, batch_size=1)) for idx, line in enumerate(lineloader): # do some thing for each line ``` In the begining, th...
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288
Error at the first example in README: AttributeError: module 'dill' has no attribute '_dill'
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[ "It looks like the bug comes from `dill`. Which version of `dill` are you using ?", "Thank you. It is version 0.2.6, which version is better?", "0.2.6 is three years old now, maybe try a more recent one, e.g. the current 0.3.2 if you can?", "Thanks guys! I upgraded dill and it works.", "Awesome" ]
2020-06-19T11:01:22Z
2020-06-21T09:05:11Z
2020-06-21T09:05:11Z
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/Users/parasol_tree/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:469: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'. _np_qint8 = np.dtype([("qint8", np.int8, 1)]) /Users/...
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7,116
datasets cannot handle nested json if features is given.
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[ "Hi ! `Sequence` has a weird behavior for dictionaries (from tensorflow-datasets), use a regular list instead:\r\n\r\n```python\r\nds = datasets.load_dataset('json', data_files=\"./temp.json\", features=datasets.Features({\r\n 'ref1': datasets.Value('string'),\r\n 'ref2': datasets.Value('string'),\r\n 'cut...
2024-08-20T12:27:49Z
2024-09-03T10:18:23Z
2024-09-03T10:18:07Z
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### Describe the bug I have a json named temp.json. ```json {"ref1": "ABC", "ref2": "DEF", "cuts":[{"cut1": 3, "cut2": 5}]} ``` I want to load it. ```python ds = datasets.load_dataset('json', data_files="./temp.json", features=datasets.Features({ 'ref1': datasets.Value('string'), 'ref2': datasets.Value...
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Add ProgressBar for `to_parquet`
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[ "Thanks for your proposal, @zanussbaum. Yes, I agree that would definitely be a nice feature to have!", "@albertvillanova I’m happy to make a quick PR for the feature! let me know ", "That would be awesome ! You can comment `#self-assign` to assign you to this issue and open a PR :) Will be happy to review", ...
2023-01-12T05:06:20Z
2023-01-24T18:18:24Z
2023-01-24T18:18:24Z
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CONTRIBUTOR
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### Feature request Add a progress bar for `Dataset.to_parquet`, similar to how `to_json` works. ### Motivation It's a bit frustrating to not know how long a dataset will take to write to file and if it's stuck or not without a progress bar ### Your contribution Sure I can help if needed
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Add meta-data to the HANS dataset
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2020-10-26T14:56:53Z
2020-12-03T13:38:34Z
2020-12-03T13:38:34Z
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The current version of the [HANS dataset](https://github.com/huggingface/datasets/blob/master/datasets/hans/hans.py) is missing the additional information provided for each example, including the sentence parses, heuristic and subcase.
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Passing numpy array to ClassLabel names causes ValueError
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[ "Should `datasets` allow `ClassLabel` input parameter to be an `np.array` even though internally we need to cast it to a Python list? @lhoestq @mariosasko ", "Hi! No, I don't think so. The `names` parameter is [annotated](https://github.com/huggingface/datasets/blob/582236640b9109988e5f7a16a8353696ffa09a16/src/d...
2022-12-05T12:59:03Z
2022-12-22T16:32:50Z
2022-12-22T16:32:50Z
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### Describe the bug If a numpy array is passed to the names argument of ClassLabel, creating a dataset with those features causes an error. ### Steps to reproduce the bug https://colab.research.google.com/drive/1cV_es1PWZiEuus17n-2C-w0KEoEZ68IX TLDR: If I define my classes as: ``` my_classes = np.array(['on...
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2,106
WMT19 Dataset for Kazakh-English is not formatted correctly
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[ "Hi ! Thanks for reporting\r\n\r\nBy looking at the raw `news-commentary-v14.en-kk.tsv` file, it looks like there are at least 17 lines with this issue.\r\nMoreover these issues are not always the same:\r\n- L97 is only `kk` text and must be appended at the end of the `kk` text of the **next** line\r\n- L2897 is on...
2021-03-23T20:14:47Z
2021-03-25T21:36:20Z
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In addition to the bug of languages being switched from Issue @415, there are incorrect translations in the dataset because the English-Kazakh translations have a one off formatting error. The News Commentary v14 parallel data set for kk-en from http://www.statmt.org/wmt19/translation-task.html has a bug here: > ...
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nlp.Features does not distinguish between nullable and non-nullable types in PyArrow schema
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[ "In 0.4.0, the assertion in `concatenate_datasets ` is on the features, and not the schema.\r\nCould you try to update `nlp` ?\r\n\r\nAlso, since 0.4.0, you can use `dset_wikipedia.cast_(dset_books.features)` to avoid the schema cast hack.", "Or maybe the assertion comes from elsewhere ?", "I'm using the master...
2020-08-11T00:27:46Z
2020-08-26T16:17:19Z
2020-08-26T16:17:19Z
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Here's the code I'm trying to run: ```python dset_wikipedia = nlp.load_dataset("wikipedia", "20200501.en", split="train", cache_dir=args.cache_dir) dset_wikipedia.drop(columns=["title"]) dset_wikipedia.features.pop("title") dset_books = nlp.load_dataset("bookcorpus", split="train", cache_dir=args.cache_dir) dse...
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RuntimeError when using torchaudio 0.12.0 to load MP3 audio file
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[ "Requiring torchaudio<0.12.0 isn't really a viable solution because that implies torch<0.12.0 which means no sm_86 CUDA support which means no RTX 3090 support in PyTorch.\r\n\r\nBut in my case, the error only occurs if `_fallback_load` resolves to `_fail_load` inside torchaudio 0.12.0 which is only the case if FFM...
2022-08-01T14:11:23Z
2023-03-02T15:58:16Z
2023-03-02T15:58:15Z
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Current version of `torchaudio` (0.12.0) raises a RuntimeError when trying to use `sox_io` backend but non-Python dependency `sox` is not installed: https://github.com/pytorch/audio/blob/2e1388401c434011e9f044b40bc8374f2ddfc414/torchaudio/backend/sox_io_backend.py#L21-L29 ```python def _fail_load( filepath: str...
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6,299
Support for newer versions of JAX
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2023-10-12T10:03:46Z
2023-10-12T16:28:59Z
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### Feature request Hi, I like your idea of adapting the datasets library to be usable with JAX. Thank you for that. However, in your [setup.py](https://github.com/huggingface/datasets/blob/main/setup.py), you enforce old versions of JAX <= 0.3... It is very cumbersome ! What is the rationale for such a lim...
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2,052,332,528
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6,522
Loading HF Hub Dataset (private org repo) fails to load all features
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2023-12-21T12:26:35Z
2023-12-21T13:24:31Z
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### Describe the bug When pushing a `Dataset` with multiple `Features` (`input`, `output`, `tags`) to Huggingface Hub (private org repo), and later downloading the `Dataset`, only `input` and `output` load - I believe the expected behavior is for all `Features` to be loaded by default? ### Steps to reproduce the ...
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1,558,827,155
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5,474
Column project operation on `datasets.Dataset`
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[ "Hi ! This would be a nice addition indeed :) This sounds like a duplicate of https://github.com/huggingface/datasets/issues/5468\r\n\r\n> Not sure. Some of my PRs are still open and some do not have any discussions.\r\n\r\nSorry to hear that, feel free to ping me on those PRs" ]
2023-01-26T21:47:53Z
2023-02-13T09:59:37Z
2023-02-13T09:59:37Z
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### Feature request There is no operation to select a subset of columns of original dataset. Expected API follows. ```python a = Dataset.from_dict({ 'int': [0, 1, 2] 'char': ['a', 'b', 'c'], 'none': [None] * 3, }) b = a.project('int', 'char') # usually, .select() print(a.column_names) # std...
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4,275
CommonSenseQA has missing and inconsistent field names
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[ "Thanks for reporting, @vblagoje.\r\n\r\nI'm opening a PR to address this. " ]
2022-05-04T05:38:59Z
2022-05-04T11:41:18Z
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## Describe the bug In short, CommonSenseQA implementation is inconsistent with the original dataset. More precisely, we need to: 1. Add the dataset matching "id" field. The current dataset, instead, regenerates monotonically increasing id. 2. The [“question”][“stem”] field is flattened into "question". We sh...
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.save_to_disk('path', fs=s3) TypeError
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2022-08-03T14:49:29Z
2022-08-03T15:23:00Z
2022-08-03T15:23:00Z
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The following code: ```python import datasets train_dataset, test_dataset = load_dataset("imdb", split=["train", "test"]) s3 = datasets.filesystems.S3FileSystem(key=aws_access_key_id, secret=aws_secret_access_key) train_dataset.save_to_disk("s3://datasets/", fs=s3) ``` produces following traceback: ```she...
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Unable to upload dataset
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[ "Seems to work now, perhaps it was something internal with our university's network." ]
2023-01-28T15:18:26Z
2023-01-29T08:09:49Z
2023-01-29T08:09:49Z
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### Describe the bug Uploading a simple dataset ends with an exception ### Steps to reproduce the bug I created a new conda env with python 3.10, pip installed datasets and: ```python >>> from datasets import load_dataset, load_from_disk, Dataset >>> d = Dataset.from_dict({"text": ["hello"] * 2}) >>> d.pus...
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I_kwDODunzps6uXh2I
7,458
Loading the `laion/filtered-wit` dataset in streaming mode fails on v3.4.0
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[ "thanks for reporting, I released 3.4.1 with a fix" ]
2025-03-17T14:54:02Z
2025-03-17T16:02:04Z
2025-03-17T15:25:55Z
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### Describe the bug Loading https://huggingface.co/datasets/laion/filtered-wit in streaming mode fails after update to `datasets==3.4.0`. The dataset loads fine on v3.3.2. ### Steps to reproduce the bug Steps to reproduce: ``` pip install datastes==3.4.0 python -c "from datasets import load_dataset; load_dataset('l...
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1,045,095,000
I_kwDODunzps4-SuJY
3,219
Eventual Invalid Token Error at setup of private datasets
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2021-11-04T18:50:45Z
2021-11-08T13:23:06Z
2021-11-08T08:59:43Z
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## Describe the bug From time to time, there appear Invalid Token errors with private datasets: - https://app.circleci.com/pipelines/github/huggingface/datasets/8520/workflows/d44629f2-4749-40f8-a657-50931d0b3434/jobs/52534 ``` ____________ ERROR at setup of test_load_streaming_private_dataset _____________ ...
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1,033,294,299
I_kwDODunzps49ltHb
3,135
Make inspect.get_dataset_config_names always return a non-empty list of configs
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[ "Hi @severo, I guess this issue requests not only to be able to access the configuration name (by using `inspect.get_dataset_config_names`), but the configuration itself as well (I mean you use the name to get the configuration afterwards, maybe using `builder_cls.builder_configs`), is this right?", "Yes, maybe t...
2021-10-22T08:02:50Z
2021-10-28T05:44:49Z
2021-10-28T05:44:49Z
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COLLABORATOR
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**Is your feature request related to a problem? Please describe.** Currently, some datasets have a configuration, while others don't. It would be simpler for the user to always have configuration names to refer to **Describe the solution you'd like** In that sense inspect.get_dataset_config_names should always...
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load_dataset('the_pile_openwebtext2') produces ArrowInvalid, value too large to fit in C integer type
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[ "I encountered the same bug using different datasets.\r\nany suggestions?", "+1, can reproduce here!", "I get the same error\r\nPlatform: Windows 10\r\nPython: python 3.8.8\r\nPyArrow: 5.0", "I was getting a similar error `pyarrow.lib.ArrowInvalid: Integer value 528 not in range: -128 to 127` - AFAICT, this i...
2021-10-10T19:55:21Z
2023-02-24T14:02:20Z
2023-02-24T14:02:20Z
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## Describe the bug When loading `the_pile_openwebtext2`, we get the error `pyarrow.lib.ArrowInvalid: Value 2111 too large to fit in C integer type` ## Steps to reproduce the bug ```python import datasets ds = datasets.load_dataset('the_pile_openwebtext2') ``` ## Expected results Should download the dataset...
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how processing in batch works in datasets
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[ "Hi I don’t think this is a request for a dataset like you labeled it.\r\n\r\nI also think this would be better suited for the forum at https://discuss.huggingface.co. we try to keep the issue for the repo for bug reports and new features/dataset requests and have usage questions discussed on the forum. Thanks.", ...
2020-11-10T11:11:17Z
2020-11-10T13:11:10Z
2020-11-10T13:11:09Z
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Hi, I need to process my datasets before it is passed to dataloader in batch, here is my codes ``` class AbstractTask(ABC): task_name: str = NotImplemented preprocessor: Callable = NotImplemented split_to_data_split: Mapping[str, str] = NotImplemented tokenizer: Callable = NotImplemented ...
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Loading CSV exported dataset has unexpected format
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[ "Hi! Parquet is the only format that supports complex/nested features such as `Translation`. So, this should work:\r\n```python\r\ntest_dataset = load_dataset(\"opus100\", name=\"en-fr\", split=\"test\")\r\n\r\n# Save with .to_parquet()\r\ntest_parquet_path = \"try_testset_save.parquet\"\r\ntest_dataset.to_parquet(...
2024-01-18T14:48:27Z
2024-01-23T14:42:32Z
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### Describe the bug I wanted to be able to save a HF dataset for translations and load it again in another script, but I'm a bit confused with the documentation and the result I've got so I'm opening this issue to ask if this behavior is as expected. ### Steps to reproduce the bug The documentation I've mainly cons...
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switching some low-level log.info's to log.debug?
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[ "Hi @stas00, thanks for pointing out this issue with logging.\r\n\r\nI agree that `datasets` can sometimes be too verbose... I can create a PR and we could discuss there the choice of the log levels for different parts of the code." ]
2021-06-23T19:26:55Z
2021-06-25T13:40:19Z
2021-06-25T13:40:19Z
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In https://github.com/huggingface/transformers/pull/12276 we are now changing the examples to have `datasets` on the same log level as `transformers`, so that one setting can do a consistent logging across all involved components. The trouble is that now we get a ton of these: ``` 06/23/2021 12:15:31 - INFO - da...
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`load_dataset` fails to load dataset saved by `save_to_disk`
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[ "In my case the error was:\r\n```\r\nValueError: You are trying to load a dataset that was saved using `save_to_disk`. Please use `load_from_disk` instead.\r\n```\r\nDid you try `load_from_disk`?", "More generally, any reason there is no API consistency between save_to_disk and push_to_hub ? \r\n\r\nWould be nice...
2024-07-01T12:19:19Z
2025-11-11T05:03:18Z
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### Describe the bug This code fails to load the dataset it just saved: ```python from datasets import load_dataset from transformers import AutoTokenizer MODEL = "google-bert/bert-base-cased" tokenizer = AutoTokenizer.from_pretrained(MODEL) dataset = load_dataset("yelp_review_full") def tokenize_functi...
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[Audio] MP3 resampling is incorrect when dataset's audio files have different sampling rates
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[ "Thanks @lhoestq for finding the reason of incorrect resampling. This issue affects all languages which have sound files with different sampling rates such as Turkish and Luganda.", "@cahya-wirawan - do you know how many languages have different sampling rates in Common Voice? I'm quite surprised to see this for ...
2022-02-01T17:55:04Z
2022-02-02T10:52:25Z
2022-02-02T10:52:25Z
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The Audio feature resampler for MP3 gets stuck with the first original frequencies it meets, which leads to subsequent decoding to be incorrect. Here is a code to reproduce the issue: Let's first consider two audio files with different sampling rates 32000 and 16000: ```python # first download a mp3 file with s...
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NotImplementedError when using streaming=True in Google Colab environment
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[ "Hi, @Aniket17200, try upgrading datasets using '!pip install -U datasets'. I hope this will resolve your issue.", "Thank you @tanuj-rai, it's working great " ]
2025-07-23T08:04:53Z
2025-07-23T15:06:23Z
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### Describe the bug When attempting to load a large dataset (like tiiuae/falcon-refinedweb or allenai/c4) using streaming=True in a standard Google Colab notebook, the process fails with a NotImplementedError: Loading a streaming dataset cached in a LocalFileSystem is not supported yet. This issue persists even after...
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Slow dataloading with big datasets issue persists
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[ "Hi ! Sorry to hear that. This may come from another issue then.\r\n\r\nFirst can we check if this latency comes from the dataset itself ?\r\nYou can try to load your dataset and benchmark the speed of querying random examples inside it ?\r\n```python\r\nimport time\r\nimport numpy as np\r\n\r\nfrom datasets import...
2021-04-23T08:18:20Z
2024-01-26T15:10:28Z
2024-01-26T15:10:28Z
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Hi, I reported too slow data fetching when data is large(#2210) a couple of weeks ago, and @lhoestq referred me to the fix (#2122). However, the problem seems to persist. Here is the profiled results: 1) Running with 60GB ``` Action | Mean duration (s) |Num calls | Total ...
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FileNotFoundError: Couldn't find a module script at /content/paws-x/paws-x.py. Module 'paws-x' doesn't exist on the Hugging Face Hub either.
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[ "`evaluate.load(\"paws-x\", \"es\")` throws the error because there is no such metric in the `evaluate` lib.\r\n\r\nSo, this is unrelated to our lib." ]
2023-10-04T22:01:25Z
2023-10-08T17:05:46Z
2023-10-08T17:05:46Z
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### Describe the bug I'm encountering a "FileNotFoundError" while attempting to use the "paws-x" dataset to retrain the DistilRoBERTa-base model. The error message is as follows: FileNotFoundError: Couldn't find a module script at /content/paws-x/paws-x.py. Module 'paws-x' doesn't exist on the Hugging Face Hub eit...
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Add Mostly Basic Python Problems Dataset
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[ "I started working on that." ]
2021-08-18T20:28:39Z
2021-09-10T08:04:20Z
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## Adding a Dataset - **Name:** Mostly Basic Python Problems Dataset - **Description:** The benchmark consists of around 1,000 crowd-sourced Python programming problems, designed to be solvable by entry level programmers, covering programming fundamentals, standard library functionality, and so on. Each problem consi...
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7,760
Hugging Face Hub Dataset Upload CAS Error
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[ "cc @jsulz maybe ?", "Curious! I took a look at this and was unable to see why this would be occurring on our side. Tagging in @jgodlew and @bpronan since they might have insights. \n\n@n-bkoe just a few questions if you wouldn't mind: \n1. What kind of data are you uploading and what is the difference in file si...
2025-09-10T10:01:19Z
2025-09-16T20:01:36Z
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### Describe the bug Experiencing persistent 401 Unauthorized errors when attempting to upload datasets to Hugging Face Hub using the `datasets` library. The error occurs specifically with the CAS (Content Addressable Storage) service during the upload process. Tried using HF_HUB_DISABLE_XET=1. It seems to work for sm...
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38
[Checksums] Error for some datasets
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[ "@lhoestq - could you take a look? It's not very urgent though!", "Fixed with 06882b4\r\n\r\nNow your command works :)\r\nNote that you can also do\r\n```\r\nnlp-cli test datasets/nlp/xnli --save_checksums\r\n```\r\nSo that it will save the checksums directly in the right directory.", "Awesome!" ]
2020-05-04T08:00:16Z
2020-05-04T09:48:20Z
2020-05-04T09:48:20Z
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The checksums command works very nicely for `squad`. But for `crime_and_punish` and `xnli`, the same bug happens: When running: ``` python nlp-cli nlp-cli test xnli --save_checksums ``` leads to: ``` File "nlp-cli", line 33, in <module> service.run() File "/home/patrick/python_bin/nlp/commands...
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Got stuck when I trying to load a dataset
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[ "I ran into the same problem when I used a server cluster (Slurm system managed) that couldn't load any of the huggingface datasets or models, but it worked on my laptop. I suspected some system configuration-related problem, but I had no idea. \r\nMy problems are consistent with [issue #2618](https://github.com/hu...
2023-12-16T11:51:07Z
2024-12-24T16:45:52Z
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### Describe the bug Hello, everyone. I met a problem when I am trying to load a data file using load_dataset method on a Debian 10 system. The data file is not very large, only 1.63MB with 600 records. Here is my code: from datasets import load_dataset dataset = load_dataset('json', data_files='mypath/oaast_r...
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UnicodeDecodeError while loading PAN-X task of XTREME dataset
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[ "Indeed. Solution 1 is the simplest.\r\n\r\nThis is actually a recurring problem.\r\nI think we should scan all the datasets with regexpr to fix the use of `open()` without encodings.\r\nAnd probably add a test in the CI to forbid using this in the future.", "I'm happy to tackle the broader problem - will open a ...
2020-08-02T14:05:10Z
2020-08-20T08:16:08Z
2020-08-20T08:16:08Z
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Hi 🤗 team! ## Description of the problem I'm running into a `UnicodeDecodeError` while trying to load the PAN-X subset the XTREME dataset: ``` --------------------------------------------------------------------------- UnicodeDecodeError Traceback (most recent call last) <ipython-inp...
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Sort files before loading
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[ "This will be fixed by https://github.com/huggingface/datasets/pull/3221" ]
2021-11-04T11:08:31Z
2021-11-05T17:49:58Z
2021-11-05T17:49:58Z
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When loading a dataset that consists of several files (e.g. `my_data/data_001.json`, `my_data/data_002.json` etc.) they are not loaded in order when using `load_dataset("my_data")`. This could lead to counter-intuitive results if, for example, the data files are sorted by date or similar since they would appear in d...
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7,821
Building a dataset with large variable size arrays results in error ArrowInvalid: Value X too large to fit in C integer type
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[ "Thanks for reporting ! You can fix this by specifying the output type explicitly and use `LargeList` which uses int64 for offsets:\n\n```python\nfeatures = Features({\"audio\": LargeList(Value(\"uint16\"))})\nds = ds.map(..., features=features)\n```\n\nIt would be cool to improve `list_of_pa_arrays_to_pyarrow_list...
2025-10-16T08:45:17Z
2025-10-20T13:42:05Z
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CONTRIBUTOR
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### Describe the bug I used map to store raw audio waveforms of variable lengths in a column of a dataset the `map` call fails with ArrowInvalid: Value X too large to fit in C integer type. ``` Traceback (most recent call last): Traceback (most recent call last): File "...lib/python3.12/site-packages/multiprocess/p...
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2,319
UnicodeDecodeError for OSCAR (Afrikaans)
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[ "Thanks for reporting, @sgraaf.\r\n\r\nI am going to have a look at it. \r\n\r\nI guess the expected codec is \"UTF-8\". Normally, when no explicitly codec is passed, Python uses one which is platform-dependent. For Linux machines, the default codec is `utf_8`, which is OK. However for Windows machine, the default ...
2021-05-05T09:22:52Z
2021-05-05T10:57:31Z
2021-05-05T10:50:55Z
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## Describe the bug When loading the [OSCAR dataset](https://huggingface.co/datasets/oscar) (specifically `unshuffled_deduplicated_af`), I encounter a `UnicodeDecodeError`. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("oscar", "unshuffled_deduplicated_af") ```...
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517
add MLDoc dataset
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[ "Any updates on this?", "This request is still an open issue waiting to be addressed by any community member, @GuillemGSubies.", "Hi! Triaging older issues this week — I think this one can be closed as out-of-scope for the current `datasets` repo.\n\n- Script-based dataset loaders are no longer added to this re...
2020-08-19T14:41:59Z
2021-08-03T05:59:33Z
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Hi, I am recommending that someone add MLDoc, a multilingual news topic classification dataset. - Here's a link to the Github: https://github.com/facebookresearch/MLDoc - and the paper: http://www.lrec-conf.org/proceedings/lrec2018/pdf/658.pdf Looks like the dataset contains news stories in multiple languages...
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2,235,768,891
I_kwDODunzps6FQyA7
6,798
`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...
2024-04-10T14:38:50Z
2024-04-11T15:34:59Z
2024-04-11T15:34:59Z
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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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Hug emoji
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2021-09-12T03:27:51Z
2021-09-12T16:13:13Z
2021-09-12T16:13:13Z
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NONE
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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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3,859
Unable to dowload big_patent (FileNotFoundError)
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[ "Hi @slvcsl, thanks for reporting.\r\n\r\nYesterday we just made a patch release of our `datasets` library that fixes this issue: version 1.18.4.\r\nhttps://pypi.org/project/datasets/#history\r\n\r\nPlease, feel free to update `datasets` library to the latest version: \r\n```shell\r\npip install -U datasets\r\n```\...
2022-03-08T11:47:12Z
2022-03-08T13:04:09Z
2022-03-08T13:04:04Z
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## Describe the bug I am trying to download some splits of the big_patent dataset, using the following code: `ds = load_dataset("big_patent", "g", split="validation", download_mode="force_redownload") ` However, this leads to a FileNotFoundError. FileNotFoundError Traceback (most recent...
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Cannot download TOTTO dataset
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[ "Hola @mrm8488, thanks for reporting.\r\n\r\nApparently, the data source host changed their URL one week ago: https://github.com/google-research-datasets/ToTTo/commit/cebeb430ec2a97747e704d16a9354f7d9073ff8f\r\n\r\nI'm fixing it." ]
2021-09-01T11:04:10Z
2021-09-02T06:47:40Z
2021-09-02T06:47:40Z
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Error: Couldn't find file at https://storage.googleapis.com/totto/totto_data.zip `datasets version: 1.11.0` # How to reproduce: ```py from datasets import load_dataset dataset = load_dataset('totto') ```
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5,647
Make all print statements optional
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[ "related to #5444 ", "We now log these messages instead of printing them (addressed in #6019), so I'm closing this issue." ]
2023-03-16T20:30:07Z
2023-07-21T14:20:25Z
2023-07-21T14:20:24Z
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### Feature request Make all print statements optional to speed up the development ### Motivation Im loading multiple tiny datasets and all the print statements make the loading slower ### Your contribution I can help contribute
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5,182
Add notebook / other resource links to the task-specific data loading guides
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[ "Yea this would be great! We would need an object detection tutorial notebook too if it doesn't already exist there. ", "There is one: https://huggingface.co/docs/datasets/object_detection.\r\n\r\nI will start the work. " ]
2022-11-01T07:57:26Z
2022-11-03T01:49:57Z
2022-11-03T01:49:57Z
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Does it make sense to include links to notebooks / scripts that show how to use a dataset for training / fine-tuning a model? For example, here in [https://huggingface.co/docs/datasets/image_classification] we could include a mention of https://github.com/huggingface/notebooks/blob/main/examples/image_classificatio...
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https://api.github.com/repos/huggingface/datasets/issues/222
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222
Colab Notebook breaks when downloading the squad dataset
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[ "The notebook forces version 0.1.0. If I use the latest, things work, I'll run the whole notebook and create a PR.\r\n\r\nBut in the meantime, this issue gets fixed by changing:\r\n`!pip install nlp==0.1.0`\r\nto\r\n`!pip install nlp`", "It still breaks very near the end\r\n\r\n![image](https://user-images.github...
2020-05-29T22:55:59Z
2020-06-04T00:21:05Z
2020-06-04T00:21:05Z
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When I run the notebook in Colab https://colab.research.google.com/github/huggingface/nlp/blob/master/notebooks/Overview.ipynb breaks when running this cell: ![image](https://user-images.githubusercontent.com/338917/83311709-ffd1b800-a1dd-11ea-8394-3a87df0d7f8b.png)
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https://api.github.com/repos/huggingface/datasets/issues/1895
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1,895
Bug Report: timestamp[ns] not recognized
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[ "Thanks for reporting !\r\n\r\nYou're right, `string_to_arrow` should be able to take `\"timestamp[ns]\"` as input and return the right pyarrow timestamp type.\r\nFeel free to suggest a fix for `string_to_arrow` and open a PR if you want to contribute ! This would be very appreciated :)\r\n\r\nTo give you more cont...
2021-02-16T20:38:04Z
2021-02-19T18:27:11Z
2021-02-19T18:27:11Z
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CONTRIBUTOR
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Repro: ``` from datasets import Dataset import pandas as pd import pyarrow df = pd.DataFrame(pd.date_range("2018-01-01", periods=3, freq="H")) pyarrow.Table.from_pandas(df) Dataset.from_pandas(df) # Throws ValueError: Neither timestamp[ns] nor timestamp[ns]_ seems to be a pyarrow data type. ``` The fact...
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