Dataset Viewer
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2026-05-16 13:28:01
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https://api.github.com/repos/huggingface/datasets/issues/3809
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1,158,143,480
I_kwDODunzps5FB934
3,809
Checksums didn't match for datasets on Google Drive
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[ "Hi @muelletm, thanks for reporting.\r\n\r\nThis issue was already reported and its root cause is a change in the Google Drive service. See:\r\n- #3786 \r\n\r\nWe have already fixed it. See:\r\n- #3787 \r\n\r\nUntil our next `datasets` library release, you can get this fix by installing our library from the GitHub ...
2022-03-03T09:01:10
2022-03-03T09:24:58
2022-03-03T09:24:05
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## Describe the bug Datasets hosted on Google Drive do not seem to work right now. Loading them fails with a checksum error. ## Steps to reproduce the bug ```python from datasets import load_dataset for dataset in ["head_qa", "yelp_review_full"]: try: load_dataset(dataset) except Exception as excep...
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https://api.github.com/repos/huggingface/datasets/issues/7696
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3,253,433,350
I_kwDODunzps7B63QG
7,696
load_dataset() in 4.0.0 returns different audio samples compared to earlier versions breaking reproducibility
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[ "Hi ! This is because `datasets` now uses the FFmpeg-based library `torchcodec` instead of the libsndfile-based library `soundfile` to decode audio data. Those two have different decoding implementations", "I’m all for torchcodec, good luck with the migration!" ]
2025-07-22T17:02:17
2025-07-30T14:22:21
2025-07-30T14:22:21
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### Describe the bug In datasets 4.0.0 release, `load_dataset()` returns different audio samples compared to earlier versions, this breaks integration tests that depend on consistent sample data across different environments (first and second envs specified below). ### Steps to reproduce the bug ```python from dat...
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1,961,268,504
I_kwDODunzps505pUY
6,348
Parquet stream-conversion fails to embed images/audio files from gated repos
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[ "I have created a project to stream audio in the datasets viewer on Hugging Face using Parquet.\n\nhttps://github.com/pr0mila/ParquetToHuggingFace" ]
2023-10-25T12:12:44
2025-04-17T12:21:43
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it seems to be an issue with datasets not passing the token to embed_table_storage when generating a dataset See https://github.com/huggingface/datasets-server/issues/2010
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1,317,822,345
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4,744
Remove instructions to generate dummy data from our docs
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[ "Note that for me personally, conceptually all the dummy data (even for \"canonical\" datasets) should be superseded by `datasets-server`, which performs some kind of CI/CD of datasets (including the canonical ones)", "I totally agree: next step should be rethinking if dummy data makes sense for canonical dataset...
2022-07-26T07:32:58
2022-08-02T23:50:30
2022-08-02T23:50:30
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In our docs, we indicate to generate the dummy data: https://huggingface.co/docs/datasets/dataset_script#testing-data-and-checksum-metadata However: - dummy data makes sense only for datasets in our GitHub repo: so that we can test their loading with our CI - for datasets on the Hub: - they do not pass any CI t...
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5,858
Throw an error when dataset improperly indexed
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[ "Thanks for reporting, @sarahwie.\r\n\r\nPlease note that in `datasets` we do not have vectorized operation like `pandas`. Therefore, your equality comparisons above are `False`:\r\n- For example: `squad['question']` returns a `list`, and this list is not equal to `\"Who was the Norse leader?\"`\r\n\r\nThe `False` ...
2023-05-15T05:15:53
2023-05-25T16:23:19
2023-05-25T16:23:19
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### Describe the bug Pandas-style subset indexing on dataset does not throw an error, when maybe it should. Instead returns the first instance of the dataset regardless of index condition. ### Steps to reproduce the bug Steps to reproduce the behavior: 1. `squad = datasets.load_dataset("squad_v2", split="validati...
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225
[ROUGE] Different scores with `files2rouge`
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[ "@Colanim unfortunately there are different implementations of the ROUGE metric floating around online which yield different results, and we had to chose one for the package :) We ended up including the one from the google-research repository, which does minimal post-processing before computing the P/R/F scores. If...
2020-06-01T00:50:36
2020-06-03T15:27:18
2020-06-03T15:27:18
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It seems that the ROUGE score of `nlp` is lower than the one of `files2rouge`. Here is a self-contained notebook to reproduce both scores : https://colab.research.google.com/drive/14EyAXValB6UzKY9x4rs_T3pyL7alpw_F?usp=sharing --- `nlp` : (Only mid F-scores) >rouge1 0.33508031962733364 rouge2 0.145743337761...
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813
How to implement DistributedSampler with datasets
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[ "Hi Apparently I need to shard the data and give one host a chunk, could you provide me please with examples on how to do it? I want to use it jointly with finetune_trainer.py in huggingface repo seq2seq examples. thanks. ", "Hey @rabeehkarimimahabadi I'm actually looking for the same feature. Did you manage to g...
2020-11-08T15:27:11
2022-10-05T12:54:23
2022-10-05T12:54:23
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Hi, I am using your datasets to define my dataloaders, and I am training finetune_trainer.py in huggingface repo on them. I need a distributedSampler to be able to train the models on TPUs being able to distribute the load across the TPU cores. Could you tell me how I can implement the distribued sampler when using d...
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5,165
Memory explosion when trying to access 4d tensors in datasets cast to torch or np
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2022-10-26T08:14:47
2022-10-26T08:14:47
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### Describe the bug When trying to access an item by index, in a datasets.Dataset cast to torch/np using `set_format` or `with_format`, we get a memory explosion if the item contains 4d (or above) tensors. ### Steps to reproduce the bug MWE: ```python from datasets import load_dataset import numpy as np de...
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1,169,532,807
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3,920
'datasets.features' is not a package
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[ "Hi @Arij-Aladel,\r\n\r\nYou are using a very old version of our library `datasets`: 1.8.0\r\nCurrent version is 2.0.0 (and the previous one was 1.18.4)\r\n\r\nPlease, try to update `datasets` library and check if the problem persists:\r\n```shell\r\n/env/bin/pip install -U datasets", "The problem I can no I have...
2022-03-15T11:14:23
2022-03-16T09:17:12
2022-03-16T09:17:12
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@albertvillanova python 3.9 os: ubuntu 20.04 In conda environment torch installed by ```/env/bin/pip install torch==1.9.0+cu111 torchvision==0.10.0+cu111 torchaudio==0.9.0 -f https://download.pytorch.org/whl/torch_stable.html``` datasets package is installed by ``` /env/bin/pip install datasets==1.8....
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Failed Data Processing upon upload with zip file full of images
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[ "cc @abhishekkrthakur @SBrandeis " ]
2022-11-15T02:47:52
2022-11-15T17:59:23
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I went to autotrain and under image classification arrived where it was time to prepare my dataset. Screenshot below ![image](https://user-images.githubusercontent.com/82735473/201814099-3cc5ff8a-88dc-4f5f-8140-f19560641d83.png) I chose the method 2 option. I have a csv file with two columns. ~23,000 files. I...
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Add Congolese Swahili speech datasets
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2021-09-07T12:13:50
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## Adding a Dataset - **Name:** Congolese Swahili speech corpora - **Data:** https://gamayun.translatorswb.org/data/ Instructions to add a new dataset can be found [here](https://github.com/huggingface/datasets/blob/master/ADD_NEW_DATASET.md). Also related: https://mobile.twitter.com/OktemAlp/status/14351963936...
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Consistent formatting of citations
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2020-06-18T14:48:45
2020-06-22T17:30:46
2020-06-22T17:30:46
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The citations are all of a different format, some have "```" and have text inside, others are proper bibtex. Can we make it so that they all are proper citations, i.e. parse by the bibtex spec: https://bibtexparser.readthedocs.io/en/master/
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struct.error: 'i' format requires -2147483648 <= number <= 2147483647
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[ "Hi ! Can you try setting `datasets.config.MAX_TABLE_NBYTES_FOR_PICKLING` to a smaller value than `4 << 30` (4GiB), for example `500 << 20` (500MiB) ? It should reduce the maximum size of the arrow table being pickled during multiprocessing.\r\n\r\nIf it fixes the issue, we can consider lowering the default value f...
2021-12-21T03:29:01
2022-11-21T19:55:11
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## Describe the bug A clear and concise description of what the bug is. using latest datasets=datasets-1.16.1-py3-none-any.whl process my own multilingual dataset by following codes, and the number of rows in all dataset is 306000, the max_length of each sentence is 256: ![image](https://user-images.githubusercon...
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[dataset] Structure of MLQA seems unecessary nested
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[ "Same for the RACE dataset: https://github.com/huggingface/nlp/blob/master/datasets/race/race.py\r\n\r\nShould we scan all the datasets to remove this pattern of un-necessary nesting?", "You're right, I think we don't need to use the nested dictionary. \r\n" ]
2020-07-11T15:16:08
2020-07-15T16:17:20
2020-07-15T16:17:20
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The features of the MLQA dataset comprise several nested dictionaries with a single element inside (for `questions` and `ids`): https://github.com/huggingface/nlp/blob/master/datasets/mlqa/mlqa.py#L90-L97 Should we keep this @mariamabarham @patrickvonplaten? Was this added for compatibility with tfds? ```python ...
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Incorrect version specification for pyarrow
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[ "Fixed by #2317." ]
2021-05-04T19:15:11
2021-05-05T10:10:03
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## Describe the bug The pyarrow dependency is incorrectly specified in setup.py file, in [this line](https://github.com/huggingface/datasets/blob/3a3e5a4da20bfcd75f8b6a6869b240af8feccc12/setup.py#L77). Also as a snippet: ```python "pyarrow>=1.0.0<4.0.0", ``` ## Steps to reproduce the bug ```bash pip install...
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load local json_file as dataset
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[ "Hi! We use PyArrow to read JSON files, and PyArrow doesn't allow different value types in the same column. #5776 should address this.\r\n\r\nIn the meantime, you can combine `Dataset.from_generator` with the above code to cast the values to the same type. ", "Thanks for your help!" ]
2023-07-31T12:53:49
2023-08-18T01:46:35
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### Describe the bug I tried to load local json file as dataset but failed to parsing json file because some columns are 'float' type. ### Steps to reproduce the bug 1. load json file with certain columns are 'float' type. For example `data = load_data("json", data_files=JSON_PATH)` 2. Then, the error will be trigg...
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Filter occasionally hangs
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[ "It looks like I may not be the first to encounter this: https://github.com/huggingface/datasets/issues/3172", "Adding some more information, it seems to occur more frequently with large (millions of samples) datasets.", "More information. My code is structured as (1) load (2) map (3) filter (4) filter. It was ...
2023-11-09T06:18:30
2025-02-22T00:49:19
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### Describe the bug A call to `.filter` occasionally hangs (after the filter is complete, according to tqdm) There is a trace produced ``` Exception ignored in: <function Dataset.__del__ at 0x7efb48130c10> Traceback (most recent call last): File "/usr/lib/python3/dist-packages/datasets/arrow_dataset.py", l...
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[ "Thanks for reporting, @lewtun.\r\n\r\n~We can't load the dataset locally, so I think this is an issue with the loading script (not the viewer).~\r\n\r\n We are investigating...", "Recently, there was a merged PR related to this dataset:\r\n- #4554\r\n\r\nWe are looking at this...", "Indeed, the above mentioned...
2022-07-11T08:34:11
2022-09-13T13:27:02
2022-09-08T08:16:06
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### Link https://huggingface.co/datasets/wmt16 ### Description [Reported](https://huggingface.co/spaces/autoevaluate/model-evaluator/discussions/12#62cb83f14c7f35284e796f9c) by a user of AutoTrain Evaluate. AFAIK this dataset was working 1-2 weeks ago, and I'm not sure how to interpret this error. ``` Status cod...
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load_dataset('natural_questions') fails with "ValueError: External features info don't match the dataset"
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[ "I faced the similar problem. Downgrading datasets to 1.5.0 fixed it.", "Thanks for reporting, I'm looking into it", "I just opened #2438 to fix this :)", "Hi ! This has been fixed in the 1.8.0 release of `datasets`" ]
2021-05-24T18:38:53
2021-06-09T09:07:25
2021-06-09T09:07:25
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## Describe the bug load_dataset('natural_questions') throws ValueError ## Steps to reproduce the bug ```python from datasets import load_dataset datasets = load_dataset('natural_questions', split='validation[:10]') ``` ## Expected results Call to load_dataset returns data. ## Actual results ``` Using ...
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I_kwDODunzps5EF8SL
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`NonMatchingSplitsSizesError` for cats_vs_dogs dataset
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[ "Thnaks for reporting @jaketae. We are fixing it. " ]
2022-02-18T05:46:39
2022-02-18T14:56:11
2022-02-18T14:56:11
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## Describe the bug Cannot download cats_vs_dogs dataset due to `NonMatchingSplitsSizesError`. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("cats_vs_dogs") ``` ## Expected results Loading is successful. ## Actual results ``` NonMatchingSplitsSiz...
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786
feat(dataset): multiprocessing _generate_examples
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[ "I agree that would be cool :)\r\nRight now the only distributed dataset builder is based on Apache Beam so you can use distributed processing frameworks like Dataflow, Spark, Flink etc. to build your dataset but it's not really well suited for single-worker parallel processing afaik", "`_generate_examples` can n...
2020-10-31T16:52:16
2023-01-16T10:59:13
2023-01-16T10:59:13
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CONTRIBUTOR
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forking this out of #741, this issue is only regarding multiprocessing I'd love if there was a dataset configuration parameter `workers`, where when it is `1` it behaves as it does right now, and when its `>1` maybe `_generate_examples` can also get the `pool` and return an iterable using the pool. In my use case...
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2,749
Raise a proper exception when trying to stream a dataset that requires to manually download files
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[ "Hi @severo, thanks for reporting.\r\n\r\nAs discussed, datasets requiring manual download should be:\r\n- programmatically identifiable\r\n- properly handled with more clear error message when trying to load them with streaming\r\n\r\nIn relation with programmatically identifiability, note that for datasets requir...
2021-08-03T10:26:27
2021-08-09T08:53:35
2021-08-04T11:36:30
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## Describe the bug At least for 'reclor', 'telugu_books', 'turkish_movie_sentiment', 'ubuntu_dialogs_corpus', 'wikihow', trying to `load_dataset` in streaming mode raises a `TypeError` without any detail about why it fails. ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = ...
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633
Load large text file for LM pre-training resulting in OOM
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[ "Not sure what could cause that on the `datasets` side. Could this be a `Trainer` issue ? cc @julien-c @sgugger ?", "There was a memory leak issue fixed recently in master. You should install from source and see if it fixes your problem.", "@lhoestq @sgugger Thanks for your comments. I have install from source ...
2020-09-16T04:33:15
2021-02-16T12:02:01
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I tried to pretrain Longformer using transformers and datasets. But I got OOM issues with loading a large text file. My script is almost like this: ```python from datasets import load_dataset @dataclass class DataCollatorForDatasetsLanguageModeling(DataCollatorForLanguageModeling): """ Data collator u...
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1,459,574,490
I_kwDODunzps5W_1ba
5,278
load_dataset does not read jsonl metadata file properly
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[ "Can you try to remove \"drop_labels=false\" ? It may force the loader to infer the labels instead of reading the metadata", "Hi, thanks for responding. I tried that, but it does not change anything.", "Can you try updating `datasets` ? Metadata support was added in `datasets` 2.4", "Probably the issue, will ...
2022-11-22T10:24:46
2023-02-14T14:48:16
2022-11-23T11:38:35
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### Describe the bug Hi, I'm following [this page](https://huggingface.co/docs/datasets/image_dataset) to create a dataset of images and captions via an image folder and a metadata.json file, but I can't seem to get the dataloader to recognize the "text" column. It just spits out "image" and "label" as features. B...
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I_kwDODunzps5fH8GC
5,566
Directly reading parquet files in a s3 bucket from the load_dataset method
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[ "Hi ! I think is in the scope of this other issue: to https://github.com/huggingface/datasets/issues/5281 " ]
2023-02-22T22:13:40
2023-02-23T11:03:29
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### Feature request Right now, we have to read the get the parquet file to the local storage. So having ability to read given the bucket directly address would be benificial ### Motivation In a production set up, this feature can help us a lot. So we do not need move training datafiles in between storage. ### Yo...
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Can I load in list of list of dict format?
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[ "Thanks for reporting, @LZY-the-boys.\r\n\r\nCould you please give more details about what is your intended dataset structure? What are the names of the columns and the value of each row?\r\n\r\nCurrently, the JSON-Lines format is supported:\r\n- Each line correspond to one row of the dataset\r\n- Each line is comp...
2023-04-16T13:50:14
2023-04-19T12:04:36
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### Feature request my jsonl dataset has following format: ``` [{'input':xxx, 'output':xxx},{'input:xxx,'output':xxx},...] [{'input':xxx, 'output':xxx},{'input:xxx,'output':xxx},...] ``` I try to use `datasets.load_dataset('json', data_files=path)` or `datasets.Dataset.from_json`, it raises ``` File "site-p...
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https://api.github.com/repos/huggingface/datasets/issues/1541
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[ "could you tell me how I can avoid download, by pre-downloading the data first, put them in a folder so the code does not try to redownload? could you tell me the path to put the downloaded data, and how to do it? thanks\r\n@lhoestq ", "Does your instance have an internet connection ?\r\n\r\nIf you don't have an ...
2020-12-13T14:27:00
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Hi I am running my codes on google cloud, and I am getting this error resulting in the failure of the codes when trying to download the data, could you assist me to solve this? also as a temporary solution, could you tell me how I can increase the number of retries and timeout to at least let the models run for now. t...
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https://api.github.com/repos/huggingface/datasets/issues/4467
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[ "Hi @mbarnig, thanks for reporting.\r\n\r\nPlease note that is an expected behavior by `pandas` (we use the `pandas` library to parse CSV files): https://pandas.pydata.org/docs/reference/api/pandas.read_csv.html\r\n```\r\nBy default the following values are interpreted as NaN: \r\n‘’, ‘#N/A’, ‘#N/A N/A’, ‘#NA’, ‘-1...
2022-06-09T14:26:00
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## Issue I am training a luxembourgish speech-recognition model in Colab with a custom dataset, including a dictionary of luxembourgish words, for example the speaken numbers 0 to 9. When preparing the dataset with the script `ds_train1 = mydataset.map(prepare_dataset)` the following error was issued: ``` ...
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