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1,113,017,522
I_kwDODunzps5CV0yy
3,625
Add a metadata field for when source data was produced
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[ "A question to the datasets maintainers: is there a policy about how the set of allowed metadata fields is maintained and expanded?\r\n\r\nMetadata are very important, but defining the standard is always a struggle between allowing exhaustivity without being too complex. Archivists have Dublin Core, open data has h...
2022-01-24T18:52:39Z
2022-06-28T13:54:49Z
null
MEMBER
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**Is your feature request related to a problem? Please describe.** The current problem is that information about when source data was produced is not easily visible. Though there are a variety of metadata fields available in the dataset viewer, time period information is not included. This feature request suggests mak...
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2022-11-17T02:39:57Z
2022-11-18T10:53:45Z
2022-11-18T10:53:45Z
CONTRIBUTOR
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1,578,417,074
I_kwDODunzps5eFLuy
5,520
ClassLabel.cast_storage raises TypeError when called on an empty IntegerArray
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2023-02-09T18:46:52Z
2023-02-12T11:17:18Z
2023-02-12T11:17:18Z
CONTRIBUTOR
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### Describe the bug `ClassLabel.cast_storage` raises `TypeError` when called on an empty `IntegerArray`. ### Steps to reproduce the bug Minimal steps: ```python import pyarrow as pa from datasets import ClassLabel ClassLabel(names=['foo', 'bar']).cast_storage(pa.array([], pa.int64())) ``` In practice, thi...
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760,055,969
MDExOlB1bGxSZXF1ZXN0NTM0OTUxMTgy
1,359
Add JNLPBA
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2020-12-09T06:48:51Z
2020-12-10T14:24:36Z
2020-12-10T14:24:36Z
CONTRIBUTOR
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1,280,269,445
I_kwDODunzps5MT1yF
4,542
[to_tf_dataset] Use Feather for better compatibility with TensorFlow ?
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[ "This has so much potential to be great! Also I think you tagged some poor random dude on the internet whose name is also Joao, lol, edited that for you! ", "cc @sayakpaul here too, since he was interested in our new approaches to converting datasets!", "Noted and I will look into the thread in detail tomorrow ...
2022-06-22T14:42:00Z
2022-10-11T08:45:45Z
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MEMBER
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To have better performance in TensorFlow, it is important to provide lists of data files in supported formats. For example sharded TFRecords datasets are extremely performant. This is because tf.data can better leverage parallelism in this case, and load one file at a time in memory. It seems that using `tensorflow_...
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1,288,672,007
I_kwDODunzps5Mz5MH
4,597
Streaming issue for financial_phrasebank
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[ "cc @huggingface/datasets: it seems like https://www.researchgate.net/ is flaky for datasets hosting (I put the \"hosted-on-google-drive\" tag since it's the same kind of issue I think)", "Let's see if their license allows hosting their data on the Hub.", "License is Creative Commons Attribution-NonCommercial-S...
2022-06-29T12:45:43Z
2022-07-01T09:29:36Z
2022-07-01T09:29:36Z
MEMBER
null
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### Link https://huggingface.co/datasets/financial_phrasebank/viewer/sentences_allagree/train ### Description As reported by a community member using [AutoTrain Evaluate](https://huggingface.co/spaces/autoevaluate/model-evaluator/discussions/5#62bc217436d0e5d316a768f0), there seems to be a problem streaming this dat...
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1,351,784,727
I_kwDODunzps5QkpkX
4,897
datasets generate large arrow file
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[ "Hi ! The cache files are the results of all the transforms you applied to the dataset using `map` for example.\r\nDid you run a transform that could potentially blow up the size of the dataset ?", "@lhoestq,\r\nI don't remember, but I can't imagine what kind of transform may generate data that grow over 200 time...
2022-08-26T05:51:16Z
2022-09-18T05:07:52Z
2022-09-18T05:07:52Z
NONE
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Checking the large file in disk, and found the large cache file in the cifar10 data directory: ![image](https://user-images.githubusercontent.com/18533904/186830449-ba96cdeb-0fe8-4543-994d-2abe7145933f.png) As we know, the size of cifar10 dataset is ~130MB, but the cache file has almost 30GB size, there may be so...
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1,935,629,679
I_kwDODunzps5zX11v
6,290
Incremental dataset (e.g. `.push_to_hub(..., append=True)`)
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[ "Yea I think waiting for #6269 would be best, or branching from it. For reference, this [PR](https://github.com/LAION-AI/Discord-Scrapers/pull/2) is progressing pretty well which will do similar using the hf hub for our LAION dataset bot https://github.com/LAION-AI/Discord-Scrapers/pull/2. " ]
2023-10-10T15:18:03Z
2023-10-13T16:05:26Z
null
CONTRIBUTOR
null
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### Feature request Have the possibility to do `ds.push_to_hub(..., append=True)`. ### Motivation Requested in this [comment](https://huggingface.co/datasets/laion/dalle-3-dataset/discussions/3#65252597c4edc168202a5eaa) and this [comment](https://huggingface.co/datasets/laion/dalle-3-dataset/discussions/4#6524f675...
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Generalize tutorials for audio and vision
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-06-09T22:00:44Z
2022-06-14T16:22:02Z
2022-06-14T16:12:00Z
MEMBER
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This PR updates the tutorials to be more generalizable to all modalities. After reading the tutorials, a user should be able to load any type of dataset, know how to index into and slice a dataset, and do the most basic/common type of preprocessing (tokenization, resampling, applying transforms) depending on their data...
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294
Cannot load arxiv dataset on MacOS?
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[ "I couldn't replicate this issue on my macbook :/\r\nCould you try to play with different encodings in `with open(path, encoding=...) as f` in scientific_papers.py:L108 ?", "I was able to track down the file causing the problem by adding the following to `scientific_papers.py` (starting at line 116):\r\n\r\n```py...
2020-06-22T15:46:55Z
2020-06-30T15:25:10Z
2020-06-30T15:25:10Z
CONTRIBUTOR
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I am having trouble loading the `"arxiv"` config from the `"scientific_papers"` dataset on MacOS. When I try loading the dataset with: ```python arxiv = nlp.load_dataset("scientific_papers", "arxiv") ``` I get the following stack trace: ```bash JSONDecodeError Traceback (most recen...
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1,265
Add CovidQA dataset
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[ "It seems to share the same name as this dataset: https://openreview.net/forum?id=JENSKEEzsoU", "> It seems to share the same name as this dataset: https://openreview.net/forum?id=JENSKEEzsoU\r\n\r\nyou're right it can be confusing. I'll add the organization/research group for clarity: `covid_qa_castorini`. I add...
2020-12-07T17:06:51Z
2020-12-08T17:02:26Z
2020-12-08T17:02:26Z
CONTRIBUTOR
null
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This PR adds CovidQA, a question answering dataset specifically designed for COVID-19, built by hand from knowledge gathered from Kaggle’s COVID-19 Open Research Dataset Challenge. Link to the paper: https://arxiv.org/pdf/2004.11339.pdf Link to the homepage: https://covidqa.ai
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3,893
Add default branch for doc building
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3893). All of your documentation changes will be reflected on that endpoint.", "Yes! And when we discovered on the Transformers side that this check fails on the GitHub actions, we added a config attribute to have a default. Se...
2022-03-11T15:24:27Z
2022-03-11T15:34:35Z
2022-03-11T15:34:34Z
CONTRIBUTOR
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Since other libraries use `main` as their default branch and it's now the standard default, you have to specify a different name in the doc config if you're using `master` like datasets (`doc-builder` tries to guess it, but in the job, we have weird checkout of merge commits so it doesn't always manage to get it right)...
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2,576
Add mC4
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2021-07-01T15:51:25Z
2021-07-02T14:50:56Z
2021-07-02T14:50:55Z
MEMBER
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AllenAI is now hosting the processed C4 and mC4 dataset in this repo: https://huggingface.co/datasets/allenai/c4 Thanks a lot to them ! In this PR I added the mC4 dataset builder. It supports 108 languages You can load it with ```python from datasets import load_dataset en_mc4 = load_dataset("mc4", "en") f...
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[not really a bug] `identical_ok` is deprecated in huggingface-hub's `upload_file`
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[ "Resolved via https://github.com/huggingface/datasets/pull/4937." ]
2022-08-23T17:09:55Z
2022-09-13T14:00:06Z
2022-09-13T14:00:05Z
CONTRIBUTOR
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In the huggingface-hub dependency, the `identical_ok` argument has no effect in `upload_file` (and it will be removed soon) See https://github.com/huggingface/huggingface_hub/blob/43499582b19df1ed081a5b2bd7a364e9cacdc91d/src/huggingface_hub/hf_api.py#L2164-L2169 It's used here: https://github.com/huggingfac...
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Fix typos in documentation
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-08-21T15:10:03Z
2022-08-22T09:25:39Z
2022-08-22T09:09:58Z
CONTRIBUTOR
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Add SciTLDR Dataset (Take 2)
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[ "@lhoestq please review this PR when you get free", "If the CI fails just because of `RemoteDatasetTest` errors it's fine, they're fixed on master", "> If the CI fails just because of `RemoteDatasetTest` errors it's fine, they're fixed on master\r\n\r\nThe same 3 tests are failing again :(\r\n```\r\nFAILED test...
2020-12-02T18:22:50Z
2020-12-02T18:55:10Z
2020-12-02T18:37:58Z
CONTRIBUTOR
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Adds the SciTLDR Dataset by AI2 Added the `README.md` card with tags to the best of my knowledge Multi-target summaries or TLDRs of Scientific Documents Continued from #986
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4,388
Set builder name from module instead of class
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2022-05-23T06:26:35Z
2022-05-25T05:24:43Z
2022-05-25T05:16:15Z
MEMBER
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Now the builder name attribute is set from from the builder class name. This PR sets the builder name attribute from the module name instead. Some motivating reasons: - The dataset ID is relevant and unique among all datasets and this is directly related to the repository name, i.e., the name of the directory conta...
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5,697
Raise an error on missing distributed seed
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-04-03T10:44:58Z
2023-04-04T15:05:24Z
2023-04-04T14:58:16Z
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close https://github.com/huggingface/datasets/issues/5696
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I_kwDODunzps5FtaeH
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...
2022-03-15T11:14:23Z
2022-03-16T09:17:12Z
2022-03-16T09:17:12Z
NONE
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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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2,997
Dataset has incorrect labels
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[ "Hi @marshmellow77, thanks for reporting.\r\n\r\nThat issue is fixed since `datasets` version 1.9.0 (see 16bc665f2753677c765011ef79c84e55486d4347).\r\n\r\nPlease, update `datasets` with: `pip install -U datasets`", "Thanks. Please note that the dataset explorer (https://huggingface.co/datasets/viewer/?dataset=tur...
2021-10-01T12:09:06Z
2021-10-01T15:32:00Z
2021-10-01T13:54:34Z
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The dataset https://huggingface.co/datasets/turkish_product_reviews has incorrect labels - all reviews are labelled with "1" (positive sentiment). None of the reviews is labelled with "0". See screenshot attached: ![Capture](https://user-images.githubusercontent.com/63367770/135617428-14ce0b27-5208-4e66-a3ee-71542e3...
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Updating details of IRC disentanglement data
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[ "Thank you for the cleanup!" ]
2021-11-12T17:16:58Z
2021-11-18T17:19:33Z
2021-11-18T17:19:33Z
CONTRIBUTOR
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I was pleasantly surprised to find that someone had already added my dataset to the huggingface library, but some details were missing or incorrect. This PR fixes the documentation.
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1,219
Add Korean NER dataset
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2020-12-06T20:19:06Z
2021-12-29T00:50:59Z
2020-12-08T10:25:33Z
CONTRIBUTOR
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Supersedes #1177 > This PR adds the [Korean named entity recognition dataset](https://github.com/kmounlp/NER). This dataset has been used in many downstream tasks, such as training [KoBERT](https://github.com/SKTBrain/KoBERT) for NER, as seen in this [KoBERT-CRF implementation](https://github.com/eagle705/pytorch-b...
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756,501,235
MDExOlB1bGxSZXF1ZXN0NTMyMDM4ODg1
1,075
adding cleaned verion of E2E NLG
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2020-12-03T19:21:07Z
2020-12-03T19:43:56Z
2020-12-03T19:43:56Z
MEMBER
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Found at: https://github.com/tuetschek/e2e-cleaning
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1,007,696,522
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2,971
masakhaner dataset load problem
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[ "Thanks for reporting, @ontocord. We are fixing the wrong metadata." ]
2021-09-27T04:59:07Z
2021-09-27T12:59:59Z
2021-09-27T12:59:59Z
CONTRIBUTOR
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## Describe the bug Masakhaner dataset is not loading ## Steps to reproduce the bug ``` from datasets import load_dataset dataset = load_dataset("masakhaner",'amh') ``` ## Expected results Expected the return of a dataset ## Actual results ``` NonMatchingSplitsSizesError Traceback (mo...
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4,920
Unable to load local tsv files through load_dataset method
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[ "Hi @DataNoob0723,\r\n\r\nUnder the hood, we use `pandas` to load CSV/TSV files. Therefore, you should use \"csv\" and pass `sep=\"\\t\"`, as explained in our docs: https://huggingface.co/docs/datasets/v2.4.0/en/package_reference/loading_methods#from-files\r\n```python\r\nds = load_dataset('csv', sep=\"\\t\", data_...
2022-08-31T16:13:39Z
2022-09-01T05:31:30Z
2022-09-01T05:31:30Z
NONE
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## Describe the bug Unable to load local tsv files through load_dataset method. ## Steps to reproduce the bug ```python # Sample code to reproduce the bug data_files = { 'train': 'train.tsv', 'test': 'test.tsv' } raw_datasets = load_dataset('tsv', data_files=data_files) ## Expected results I am p...
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1,965
Can we parallelized the add_faiss_index process over dataset shards ?
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[ "Hi !\r\nAs far as I know not all faiss indexes can be computed in parallel and then merged. \r\nFor example [here](https://github.com/facebookresearch/faiss/wiki/Special-operations-on-indexes#splitting-and-merging-indexes) is is mentioned that only IndexIVF indexes can be merged.\r\nMoreover faiss already works us...
2021-03-01T12:47:34Z
2021-03-04T19:40:56Z
2021-03-04T19:40:42Z
NONE
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I am thinking of making the **add_faiss_index** process faster. What if we run the add_faiss_index process on separate dataset shards and then combine them before (dataset.concatenate) saving the faiss.index file ? I feel theoretically this will reduce the accuracy of retrieval since it affects the indexing process...
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1,108,918,701
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3,606
audio column not saved correctly after resampling
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[ "Hi ! We just released a new version of `datasets` that should fix this.\r\n\r\nI tested resampling and using save/load_from_disk afterwards and it seems to be fixed now", "Hi @lhoestq, \r\n\r\nJust tested the latest datasets version, and confirming that this is fixed for me. \r\n\r\nThanks!", "Also, just an FY...
2022-01-20T06:37:10Z
2022-01-23T01:41:01Z
2022-01-23T01:24:14Z
NONE
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## Describe the bug After resampling the audio column, saving with save_to_disk doesn't seem to save with the correct type. ## Steps to reproduce the bug - load a subset of common voice dataset (48Khz) - resample audio column to 16Khz - save with save_to_disk() - load with load_from_disk() ## Expected resul...
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4,833
Fix missing tags in dataset cards
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-08-12T09:04:52Z
2022-09-22T14:41:23Z
2022-08-12T09:45:55Z
MEMBER
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Fix missing tags in dataset cards: - boolq - break_data - definite_pronoun_resolution - emo - kor_nli - pg19 - quartz - sciq - squad_es - wmt14 - wmt15 - wmt16 - wmt17 - wmt18 - wmt19 - wmt_t2t This PR partially fixes the missing tags in dataset cards. Subsequent PRs will follow to complete this task...
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6,153
custom load dataset to hub
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[ "This is an issue for the [Datasets repo](https://github.com/huggingface/datasets).", "> This is an issue for the [Datasets repo](https://github.com/huggingface/datasets).\r\n\r\nThanks @sgugger , I guess I will wait for them to address the issue . Looking forward to hearing from them ", "You can use `.push_to_...
2023-08-13T04:42:22Z
2023-11-21T11:50:28Z
2023-10-08T17:04:16Z
NONE
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### System Info kaggle notebook i transformed dataset: ``` dataset = load_dataset("Dahoas/first-instruct-human-assistant-prompt") ``` to formatted_dataset: ``` Dataset({ features: ['message_tree_id', 'message_tree_text'], num_rows: 33143 }) ``` but would like to know how to upload to hub ### ...
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Add extractor for bzip2-compressed files
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2022-05-30T19:19:40Z
2022-06-06T15:22:50Z
2022-06-06T15:22:50Z
CONTRIBUTOR
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This change enables loading bzipped datasets, just like any other compressed dataset.
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CompGuessWhat?! 0.2.0
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[ "I don't see any significant change in the dataset script (except the version value update), can you check that again please ?", "Hi @aleSuglia , can you check that all the changes you wanted to do are in the dataset script ?", "Hey sorry but I'm in the middle of a conference deadline. I'll let you know asap!",...
2020-08-13T20:51:26Z
2020-10-21T06:54:29Z
2020-10-21T06:54:29Z
CONTRIBUTOR
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We updated some metadata information associated with the dataset. In addition, we've updated the `create_dummy_data.py` script to generate data samples for the dataset.
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5,446
test v0.12.0.rc0
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@Wauplin I was testing it in a dedicated branch without opening a PR: https://github.com/huggingface/datasets/commits/test-hfh-0.12.0rc0", "Oops, sorry @albertvillanova. I thought for next time I'll start the CIs before pinging eve...
2023-01-20T10:05:19Z
2023-01-20T10:43:22Z
2023-01-20T10:13:48Z
CONTRIBUTOR
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DO NOT MERGE. Only to test the CI. cc @lhoestq @albertvillanova
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PR_kwDODunzps42Izmd
4,159
Add `TruthfulQA` dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Bump. (I'm not sure which reviewer to `@` but, previously, @lhoestq has been very helpful 🤗 )" ]
2022-04-12T23:19:04Z
2022-06-08T15:51:33Z
2022-06-08T14:43:34Z
CONTRIBUTOR
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https://api.github.com/repos/huggingface/datasets/issues/6161
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6,161
Fix protocol prefix for Beam
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-08-17T22:40:37Z
2023-08-18T13:47:59Z
null
CONTRIBUTOR
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Fix #6147
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https://api.github.com/repos/huggingface/datasets/issues/1191
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Added Translator Human Parity Data For a Chinese-English news transla…
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[ "Can you run `make style` to format the code and fix the CI please ?", "> Can you run `make style` to format the code and fix the CI please ?\r\n\r\nI ran `make style` before this PR and just a few minutes ago. No changes to the code. Not sure why the CI is failing.", "Also, I attempted to see if I can get the ...
2020-12-06T03:34:13Z
2020-12-09T13:22:45Z
2020-12-09T13:22:45Z
CONTRIBUTOR
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…tion system from Open dataset list for Dataset sprint, Microsoft Datasets tab.
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Dataset load_from_disk is too slow
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[ "Hi ! It looks like an issue with the virtual disk you are using.\r\n\r\nWe load datasets using memory mapping. In general it makes it possible to load very big files instantaneously since it doesn't have to read the file (it just assigns virtual memory to the file on disk).\r\nHowever there happens to be issues wi...
2021-06-24T12:45:44Z
2021-06-25T14:56:38Z
null
NONE
null
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@lhoestq ## Describe the bug It's not normal that I have to wait 7-8 hours for a dataset to be loaded from disk, as there are no preprocessing steps, it's only loading it with load_from_disk. I have 96 cpus, however only 1 is used for this, which is inefficient. Moreover, its usage is at 1%... This is happening in t...
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add id_panl_bppt, a parallel corpus for en-id
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[ "Hi @lhoestq, thanks for the review. I will have a look and update it accordingly.", "Strange error message :-)\r\n\r\n```\r\n> tf_context = tf.python.context.context() # eager mode context\r\nE AttributeError: module 'tensorflow' has no attribute 'python'\r\n```\r\n" ]
2020-12-13T03:11:27Z
2020-12-21T10:40:36Z
2020-12-21T10:40:36Z
CONTRIBUTOR
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Parallel Text Corpora for English - Indonesian
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load_dataset("amazon_polarity") NonMatchingChecksumError
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[ "Hi ! This issue may be related to #996 \r\nThis comes probably from the Quota Exceeded error from Google Drive.\r\nCan you try again tomorrow and see if you still have the error ?\r\n\r\nOn my side I didn't get any error today with `load_dataset(\"amazon_polarity\")`", "+1 encountering this issue as well", "@l...
2021-02-10T10:00:56Z
2022-03-15T13:55:24Z
2022-03-15T13:55:23Z
NONE
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Hi, it seems that loading the amazon_polarity dataset gives a NonMatchingChecksumError. To reproduce: ``` load_dataset("amazon_polarity") ``` This will give the following error: ``` --------------------------------------------------------------------------- NonMatchingChecksumError Traceback ...
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Preserve column ordering in Dataset.rename_column
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[ "Not sure why CI isn't triggered.\r\n\r\n@lhoestq Can you please help me with this? ", "I don't know how to trigger it manually, but an empty commit should do the job" ]
2021-03-12T18:26:47Z
2021-03-16T14:48:05Z
2021-03-16T14:35:05Z
CONTRIBUTOR
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Currently `Dataset.rename_column` doesn't necessarily preserve the order of the columns: ```python >>> from datasets import Dataset >>> d = Dataset.from_dict({'sentences': ["s1", "s2"], 'label': [0, 1]}) >>> d Dataset({ features: ['sentences', 'label'], num_rows: 2 }) >>> d.rename_column('sentences', '...
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Set `IterableDataset.map` param `batch_size` typing as optional
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5336). All of your documentation changes will be reflected on that endpoint.", "Hi @mariosasko, @lhoestq I was wondering whether we should include `batched` as a `pytest.mark` param for the functions testing `IterableDataset.ma...
2022-12-06T17:08:10Z
2022-12-07T14:14:56Z
2022-12-07T14:06:27Z
CONTRIBUTOR
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This PR solves #5325 ~Indeed we're using the typing for optional values as `Union[type, None]` as it's similar to how Python 3.10 handles optional values as `type | None`, instead of using `Optional[type]`.~ ~Do we want to start using `Union[type, None]` for type-hinting optional values or just keep on using `Op...
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Fix patching module that doesn't exist
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-06-15T08:17:50Z
2022-06-15T16:40:49Z
2022-06-15T08:54:09Z
MEMBER
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Reported in https://github.com/huggingface/huggingface_hub/runs/6894703718?check_suite_focus=true When trying to patch `scipy.io.loadmat`: ```python ModuleNotFoundError: No module named 'scipy' ``` Instead it shouldn't raise an error and do nothing Bug introduced by #4375 Fix https://github.com/hugging...
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Optimize contiguous shard and select
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I thought of just mentioning the benefits I got. Here's the code that @lhoestq provided:\r\n\r\n```py\r\nimport os\r\nfrom datasets import load_dataset\r\nfrom tqdm.auto import tqdm\r\n\r\nds = load_dataset(\"squad\", split=\"train\"...
2022-06-09T13:45:39Z
2022-06-14T16:04:30Z
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Currently `.shard()` and `.select()` always create an indices mapping. However if the requested data are contiguous, it's much more optimized to simply slice the Arrow table instead of building an indices mapping. In particular: - the shard/select operation will be much faster - reading speed will be much faster in t...
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update discofuse link cc @ekQ
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[ "The CI is failing because the dataset tags for `discofuse` are missing. I'm merging this PR since this is unrelated to this PR, but feel free to open another PR to add the tags here if you have some time:\r\n\r\nhttps://github.com/huggingface/datasets/blob/19408f9fab85c79b966085574cd2da3b90959179/datasets/discofus...
2021-06-23T18:24:58Z
2021-06-28T14:34:51Z
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Updating the discofuse link: https://github.com/google-research-datasets/discofuse/commit/fd4b120cb3dd19a417e7f3b5432010b574b5eeee
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6,466
Can't align optional features of struct
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[ "Friendly bump, I would be happy to work on this issue once I get the go-ahead from the dev team. " ]
2023-12-03T15:57:07Z
2023-12-11T14:38:34Z
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CONTRIBUTOR
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### Describe the bug Hello! I'm currently experiencing an issue where I can't concatenate datasets if an inner field of a Feature is Optional. I have a column named `speaker`, and this holds some information about a speaker. ```python @dataclass class Speaker: name: str email: Optional[str] ``` ...
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Ignore definition line number of functions for caching
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2021-01-25T16:42:29Z
2021-01-26T10:20:20Z
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As noticed in #1718 , when a function used for processing with `map` is moved inside its python file, then the change of line number causes the caching mechanism to consider it as a different function. Therefore in this case, it recomputes everything. This is because we were not ignoring the line number definition f...
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use datasets streaming mode in trainer ddp mode cause memory leak
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[ "Same problem, \r\ntransformers 4.28.1\r\ndatasets 2.12.0\r\n\r\nleak around 100Mb per 10 seconds when use dataloader_num_werker > 0 in training argumennts for transformer train, possile bug in transformers repo, but still not found solution :(\r\n", "found an article described a problem, may be helpful for someb...
2023-03-06T05:26:49Z
2023-05-07T15:15:32Z
null
NONE
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### Describe the bug use datasets streaming mode in trainer ddp mode cause memory leak ### Steps to reproduce the bug import os import time import datetime import sys import numpy as np import random import torch from torch.utils.data import Dataset, DataLoader, random_split, RandomSampler, Sequenti...
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4,048
Split size error on `amazon_us_reviews` / `PC_v1_00` dataset
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[ "Follow-up: I have confirmed there are no duplicate lines via `sort amazon_reviews_us_PC_v1_00.tsv | uniq -cd` after extracting the raw file.", "Hi @trentonstrong, thanks for reporting!\r\n\r\nI confirm that loading this dataset configuration throws a `NonMatchingSplitsSizesError`:\r\n```\r\nNonMatchingSplitsSize...
2022-03-28T18:12:04Z
2022-04-08T12:29:30Z
2022-04-08T12:29:30Z
CONTRIBUTOR
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## Describe the bug When downloading this subset as of 3-28-2022 you will encounter a split size error after the dataset is extracted. The extracted dataset has roughly ~6m rows while the split expects <1m. Upon digging a little deeper, I downloaded the raw files from `https://s3.amazonaws.com/amazon-reviews-pds/t...
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Add configs with processed data in medical_dialog dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-04-08T13:08:16Z
2022-05-06T08:39:50Z
2022-04-08T16:20:51Z
MEMBER
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There exist processed data files that do not require parsing the raw data files (which can take long time). Fix #4122.
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Add URL and ID fields to Wikipedia dataset
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[ "Do you think we have a dedicated branch for all the changes we want to do to wikipedia ? Then once everything looks good + we have preprocessed the main languages, we can merge it on the `master` branch", "Yes, @lhoestq, I agree with you.\r\n\r\nI have just created the dedicated branch [`update-wikipedia`](https...
2022-02-25T15:34:37Z
2022-03-04T08:24:24Z
2022-03-04T08:24:23Z
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This PR adds the URL field, so that we conform to proper attribution, required by their license: provide credit to the authors by including a hyperlink (where possible) or URL to the page or pages you are re-using. About the conversion from title to URL, I found that apart from replacing blanks with underscores, som...
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bug in boolq dataset loading
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[ "I just opened a PR to fix this.\r\nThanks for reporting !" ]
2020-11-22T08:18:34Z
2020-11-24T10:12:33Z
2020-11-24T10:12:33Z
CONTRIBUTOR
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Hi I am trying to load boolq dataset: ``` import datasets datasets.load_dataset("boolq") ``` I am getting the following errors, thanks for your help ``` >>> import datasets 2020-11-22 09:16:30.070332: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcuda...
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Fix missing tags in dataset cards
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2022-08-25T16:41:43Z
2022-09-22T14:37:16Z
2022-08-26T04:41:48Z
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Fix missing tags in dataset cards: - anli - coarse_discourse - commonsense_qa - cos_e - ilist - lc_quad - web_questions - xsum This PR partially fixes the missing tags in dataset cards. Subsequent PRs will follow to complete this task. Related to: - #4833 - #4891
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Update step-by-step guide about the dataset cards
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Small update in the step-by-step guide about the dataset cards to indicate it can be created and completing while exploring the dataset.
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Adding eval metadata for billsum
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2022-05-12T14:49:08Z
2023-09-24T10:02:46Z
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Adding eval metadata for billsum
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Fix BibTeX entry
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Fix BibTeX entry.
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Add SILICONE benchmark
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[ "Thanks for the feedback. All your comments have been addressed!", "Thank you for your constructive feedback! I now know how to best format future datasets that our team plans to publish in the near future :)", "Awesome ! Looking forward to it :) ", "Hi @lhoestq ! One last question. Our research team would li...
2021-01-21T14:29:12Z
2021-02-04T14:32:48Z
2021-01-26T13:50:31Z
CONTRIBUTOR
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My collaborators and I within the Affective Computing team at Telecom Paris would like to re-submit our spoken dialogue dataset for publication. This is a new pull request relative to the [previously closed request](https://github.com/huggingface/datasets/pull/1712) which was reviewed by @lhoestq.
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4,003
ASSIN2 dataset checksum bug
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[ "Using latest code, I am still facing the issue.\r\n\r\n```python\r\n(base) vimos@vimosmu ➜ ~ ipython\r\nPython 3.6.7 | packaged by conda-forge | (default, Nov 6 2019, 16:19:42) \r\nType 'copyright', 'credits' or 'license' for more information\r\nIPython 7.11.1 -- An enhanced Interactive Python. Type '?' for help...
2022-03-24T10:08:50Z
2022-04-27T14:14:45Z
2022-03-28T13:56:39Z
CONTRIBUTOR
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## Describe the bug Checksum error after trying to load the [ASSIN 2 dataset](https://huggingface.co/datasets/assin2). `NonMatchingChecksumError` triggered by calling `load_dataset("assin2")`. Similar to #3952 , #3942 , #3941 , etc. ``` ----------------------------------------------------------------------...
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'iwslt2017-ro-nl', cannot be downloaded
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[ "the same issue with datasets.load_dataset(\"iwslt2017\", 'iwslt2017-en-nl', split=split), ..... ", "even with setting master like the following command, still remains \r\n\r\ndatasets.load_dataset(\"iwslt2017\", 'iwslt2017-en-nl', split=\"train\", script_version=\"master\")\r\n", "Looks like the data has been ...
2020-12-08T09:56:55Z
2022-06-13T10:41:33Z
2022-06-13T10:41:33Z
CONTRIBUTOR
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Hi I am trying `>>> datasets.load_dataset("iwslt2017", 'iwslt2017-ro-nl', split="train")` getting this error thank you for your help ``` cahce dir /idiap/temp/rkarimi/cache_home_1/datasets cahce dir /idiap/temp/rkarimi/cache_home_1/datasets Downloading and preparing dataset iwsl_t217/iwslt2017-ro-nl (downlo...
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FolderBase Dataset automatically resolves under current directory when data_dir is not specified
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[ "@lhoestq ", "Makes sense, I guess this can be fixed in the load_dataset_builder method.\r\nIt concerns every packaged builder I think (see values in `_PACKAGED_DATASETS_MODULES`)", "I think the behavior is related to these lines, which short circuited the error handling.\r\nhttps://github.com/huggingface/datas...
2023-08-16T04:38:09Z
2023-10-10T16:30:19Z
null
CONTRIBUTOR
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### Describe the bug FolderBase Dataset automatically resolves under current directory when data_dir is not specified. For example: ``` load_dataset("audiofolder") ``` takes long time to resolve and collect data_files from current directory. But I think it should reach out to this line for error handling https:...
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Update swahili_news dataset
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2021-12-20T18:20:20Z
2021-12-21T06:24:03Z
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Update dataset with latest verion data files. Fix #3462. Close bigscience-workshop/data_tooling#107
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add RMSE and MAE metrics.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_3845). All of your documentation changes will be reflected on that endpoint.", "@mariosasko I've reopened it here. Please suggest any changes if required. Thank you.", "Thanks for suggestions. :) I have added update the KWARG...
2022-03-07T17:53:24Z
2022-03-09T16:50:03Z
2022-03-09T16:50:03Z
CONTRIBUTOR
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This PR adds RMSE - Root Mean Squared Error and MAE - Mean Absolute Error to the metrics API. Both implementations are based on usage of sciket-learn. Feature request here : Add support for continuous metrics (RMSE, MAE) [#3608](https://github.com/huggingface/datasets/issues/3608) Please suggest any changes if r...
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Add the multilingual Exams dataset
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[ "Will slim down the dummy files in the morning" ]
2020-12-04T00:06:04Z
2020-12-04T17:12:00Z
2020-12-04T17:12:00Z
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https://github.com/mhardalov/exams-qa `multilingual` configs have all languages mixed together `crosslingual` mixes the languages for test but separates them for train and dec, so I've made one config per language for train/dev data and one config with the joint test set
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ValueError: Table schema does not match schema used to create file
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[ "We'll do a new release of `datasets` soon to make the fix available :)\r\n\r\nIn the meantime you can use `datasets` from source (main)", "Thank you very much @lhoestq ! 🚀 " ]
2023-06-27T10:54:07Z
2023-06-27T15:36:42Z
2023-06-27T15:32:44Z
NONE
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### Describe the bug Saving a dataset as parquet fails with a `ValueError: Table schema does not match schema used to create file` if the dataset was obtained out of a `.select_columns()` call with columns selected out of order. ### Steps to reproduce the bug ```python import datasets dataset = datasets.Dataset...
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Memory leak when iterating a Dataset
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[ "Is someone assigned to this issue?", "The same issue is being debugged here: https://github.com/huggingface/datasets/issues/4883\r\n", "Here is a modified repro example that makes it easier to see the leak:\r\n\r\n```\r\n$ cat ds2.py\r\nimport gc, sys\r\nimport time\r\nfrom datasets import load_dataset\r\nimpo...
2022-06-20T10:03:14Z
2022-09-12T08:51:39Z
2022-09-12T08:51:39Z
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e## Describe the bug It seems that memory never gets freed after iterating a `Dataset` (using `.map()` or a simple `for` loop) ## Steps to reproduce the bug ```python import gc import logging import time import pyarrow from datasets import load_dataset from tqdm import trange import os, psutil logging.ba...
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Fix to_pandas for boolean ArrayXD
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[ "Thanks!" ]
2021-02-18T16:30:46Z
2021-02-18T17:10:03Z
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As noticed in #1887 the conversion of a dataset with a boolean ArrayXD feature types fails because of the underlying ListArray conversion to numpy requires `zero_copy_only=False`. zero copy is available for all primitive types except booleans see https://arrow.apache.org/docs/python/generated/pyarrow.Array.html#pya...
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114
Couldn't reach CNN/DM dataset
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[ "Installing from source (instead of Pypi package) solved the problem." ]
2020-05-15T00:16:17Z
2020-05-15T00:19:52Z
2020-05-15T00:19:51Z
NONE
null
null
null
I can't get CNN / DailyMail dataset. ```python import nlp assert "cnn_dailymail" in [dataset.id for dataset in nlp.list_datasets()] cnn_dm = nlp.load_dataset('cnn_dailymail') ``` [Colab notebook](https://colab.research.google.com/drive/1zQ3bYAVzm1h0mw0yWPqKAg_4EUlSx5Ex?usp=sharing) gives following error ...
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1,055
Add hebrew-sentiment
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[ "@elronbandel it looks like something went wrong with the renaming, as the old files are still in the PR. Can you `git rm datasets/hebrew-sentiment` ?", "merging since the CI is fixed on master", "This is the old version of the data.\r\nHere is the fixed version.\r\nhttps://github.com/OnlpLab/Hebrew-Sentiment-D...
2020-12-03T15:24:31Z
2022-02-21T15:26:05Z
2020-12-04T11:24:16Z
CONTRIBUTOR
null
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hebrew-sentiment dataset is ready! (including tests, tags etc)
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No Data format found
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[ "Hi, which dataset is giving you an error?" ]
2022-01-03T09:41:11Z
2022-01-17T13:26:05Z
2022-01-17T13:26:05Z
NONE
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## Dataset viewer issue for '*name of the dataset*' **Link:** *link to the dataset viewer page* *short description of the issue* Am I the one who added this dataset ? Yes-No
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support squad structure datasets using a YAML parameter
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2023-10-23T17:55:37Z
2023-10-23T17:55:37Z
null
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### Feature request Since the squad structure is widely used, I think it could be beneficial to support it using a YAML parameter. could you implement automatic data loading of squad-like data using squad JSON format, to read it from JSON files and view it in the correct squad structure. The dataset structure should...
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add Georgian data in cc100.
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2021-12-05T20:38:09Z
2021-12-14T14:37:23Z
2021-12-14T14:37:22Z
CONTRIBUTOR
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update cc100 dataset to support loading Georgian (ka) data which is originally available in CC100 dataset source. All tests are passed. Dummy data generated. metadata generated.
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246
What is the best way to cache a dataset?
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[ "Everything is already cached by default in 🤗nlp (in particular dataset\nloading and all the “map()” operations) so I don’t think you need to do any\nspecific caching in streamlit.\n\nTell us if you feel like it’s not the case.\n\nOn Sat, 6 Jun 2020 at 13:02, Fabrizio Milo <notifications@github.com> wrote:\n\n> Fo...
2020-06-06T11:02:07Z
2020-07-09T09:15:07Z
2020-07-09T09:15:07Z
NONE
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For example if I want to use streamlit with a nlp dataset: ``` @st.cache def load_data(): return nlp.load_dataset('squad') ``` This code raises the error "uncachable object" Right now I just fixed with a constant for my specific case: ``` @st.cache(hash_funcs={pyarrow.lib.Buffer: lambda b: 0}) ```...
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Add SD task for SUPERB
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[ "I make a summary about our discussion with @lewtun and @Narsil on the agreed schema for this dataset and the additional steps required to generate the 2D array labels:\r\n- The labels for this dataset are a 2D array:\r\n Given an example:\r\n ```python\r\n {\"record_id\": record_id, \"file\": file, \"start\": s...
2021-07-16T16:43:21Z
2021-08-04T17:03:53Z
2021-08-04T17:03:53Z
MEMBER
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Include the SD (Speaker Diarization) task as described in the [SUPERB paper](https://arxiv.org/abs/2105.01051) and `s3prl` [instructions](https://github.com/s3prl/s3prl/tree/master/s3prl/downstream#sd-speaker-diarization). TODO: - [x] Generate the LibriMix corpus - [x] Prepare the corpus for diarization - [x] Upl...
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larger dataset, larger GPU memory in the training phase? Is that correct?
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[ "does the trainer save it in GPU? sooo curious... how to fix it", "It's my bad. didn't limit the input length" ]
2022-09-07T08:46:30Z
2022-09-07T12:34:58Z
2022-09-07T12:34:58Z
NONE
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from datasets import set_caching_enabled set_caching_enabled(False) for ds_name in ["squad","newsqa","nqopen","narrativeqa"]: train_ds = load_from_disk("../../../dall/downstream/processedproqa/{}-train.hf".format(ds_name)) break train_ds = concatenate_datasets([train_ds,train_...
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723
Adding pseudo-labels to datasets
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[ "Nice ! :)\r\nIt's indeed the first time we have such contributions so we'll have to figure out the appropriate way to integrate them.\r\nCould you add details on what they could be used for ?\r\n", "They can be used as training data for a smaller model.", "Sounds just like a regular dataset to me then, no?", ...
2020-10-11T21:05:45Z
2021-08-03T05:11:51Z
2021-08-03T05:11:51Z
CONTRIBUTOR
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I recently [uploaded pseudo-labels](https://github.com/huggingface/transformers/blob/master/examples/seq2seq/precomputed_pseudo_labels.md) for CNN/DM, XSUM and WMT16-en-ro to s3, and thom mentioned I should add them to this repo. Since pseudo-labels are just a large model's generations on an existing dataset, what is ...
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Add Indosum dataset
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[ "Hi @prasastoadi have you had a chance to take a look at my suggestions ?\r\n\r\nFeel free to ping ;e if you have questions or when you're ready for a review", "Thanks for your contribution, @prasastoadi. Are you still interested in adding this dataset?\r\n\r\nWe are removing the dataset scripts from this GitHub ...
2020-12-10T05:02:00Z
2022-10-03T09:38:54Z
2022-10-03T09:38:54Z
NONE
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Eval metadata batch 2 : Health Fact, Jigsaw Toxicity, LIAR, LJ Speech, MSRA NER, Multi News, NCBI Disease, Poem Sentiment
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[ "Summary of CircleCI errors:\r\n- **Jjigsaw_toxicity_pred**: `Citation Information` but it is empty.\r\n- **LIAR** : `Data Instances`,`Data Fields`, `Data Splits`, `Citation Information` are empty.\r\n- **MSRA NER** : Dataset Summary`, `Data Instances`, `Data Fields`, `Data Splits`, `Citation Information` are ...
2022-05-12T20:24:45Z
2022-05-16T16:25:00Z
2022-05-16T16:24:59Z
NONE
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Adding evaluation metadata for : - Health Fact - Jigsaw Toxicity - LIAR - LJ Speech - MSRA NER - Multi News - NCBI Diseas - Poem Sentiment
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datasets(RWTH-PHOENIX-Weather 2014 T): add initial loading script
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[ "This might be interesting to @kayoyin the author of https://github.com/kayoyin/transformer-slt – pinging you just in case :)", "Thanks Amit, this is a great idea! I'm thinking of porting the SLT models from my paper here as well, having this dataset would be perfect for that :)", "Thanks for your contribution,...
2020-10-10T19:44:08Z
2022-09-30T14:53:37Z
2022-09-30T14:53:37Z
CONTRIBUTOR
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This is the first sign language dataset in this repo as far as I know. Following an old issue I opened https://github.com/huggingface/datasets/issues/302. I added the dataset official REAMDE file, but I see it's not very standard, so it can be removed.
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made suggested changes in diplomacy_detection.py
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2020-12-15T19:52:00Z
2020-12-16T10:27:52Z
2020-12-16T10:27:52Z
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1,276,491,386
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4,525
Out of memory error on workers while running Beam+Dataflow
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[ "Some naive ideas to cope with this:\r\n- enable more RAM on each worker\r\n- force the spanning of more workers\r\n- others?", "@albertvillanova We were finally able to process the full NQ dataset on our machines using 600 gb with 5 workers. Maybe these numbers will work for you as well.", "Thanks a lot for th...
2022-06-20T07:28:12Z
2022-06-30T09:33:57Z
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MEMBER
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## Describe the bug While running the preprocessing of the natural_question dataset (see PR #4368), there is an issue for the "default" config (train+dev files). Previously we ran the preprocessing for the "dev" config (only dev files) with success. Train data files are larger than dev ones and apparently worker...
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807,017,816
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Add dataset for Financial PhraseBank
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[ "Thanks for the feedback. All accepted and metadata regenerated." ]
2021-02-12T07:30:56Z
2021-02-17T14:22:36Z
2021-02-17T14:22:36Z
CONTRIBUTOR
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Got error when load cnn_dailymail dataset
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[ "Was able to reproduce the issue on Colab; full logs below. \r\n\r\n```\r\n---------------------------------------------------------------------------\r\nNotADirectoryError Traceback (most recent call last)\r\n[<ipython-input-2-39967739ba7f>](https://localhost:8080/#) in <module>()\r\n 1...
2022-03-05T01:43:12Z
2022-03-07T06:53:41Z
2022-03-07T06:53:41Z
NONE
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When using datasets.load_dataset method to load cnn_dailymail dataset, got error as below: - windows os: FileNotFoundError: [WinError 3] 系统找不到指定的路径。: 'D:\\SourceCode\\DataScience\\HuggingFace\\Data\\downloads\\1bc05d24fa6dda2468e83a73cf6dc207226e01e3c48a507ea716dc0421da583b\\cnn\\stories' - google colab: NotADirec...
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Prevent .map from using multiprocessing when loading from cache
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[ "I'm guessing tests are failling, because this was pushed before https://github.com/huggingface/datasets/pull/2779 was merged? cc @albertvillanova ", "Hi @thomasw21, yes you are right: those failing tests were fixed with #2779.\r\n\r\nWould you mind to merge current upstream master branch and push again?\r\n```\r...
2021-08-09T12:11:38Z
2021-09-09T10:20:28Z
2021-09-09T10:20:28Z
CONTRIBUTOR
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## Context On our setup, we use different setup to train vs proprocessing datasets. Usually we are able to obtain a high number of cpus to preprocess, which allows us to use `num_proc` however we can't use as many during training phase. Currently if we use `num_proc={whatever the preprocessing value was}` we load fr...
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Support streaming conll2012_ontonotesv5 dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-03-24T09:49:56Z
2022-03-24T10:53:41Z
2022-03-24T10:48:47Z
MEMBER
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Use another URL whit a single ZIP file (instead of previous one with a ZIP file inside another ZIP file).
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add yelp_review_full dataset
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[ "Moved to https://github.com/huggingface/datasets/pull/1315" ]
2020-12-07T09:35:36Z
2020-12-08T15:43:24Z
2020-12-08T15:00:50Z
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This corresponds to the Yelp-5 requested in https://github.com/huggingface/datasets/issues/353
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Add wiki lingua dataset
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[ "it’s failing because of `RemoteDatasetTest.test_load_dataset_orange_sum`\r\nwhich i think is not the dataset you are doing a PR for. Try rebasing with:\r\n```\r\ngit fetch upstream\r\ngit rebase upstream/master\r\ngit push -u -f origin your_branch\r\n```", "> it’s failing because of `RemoteDatasetTest.test_load_...
2020-12-11T02:04:18Z
2020-12-16T15:27:13Z
2020-12-16T15:27:13Z
CONTRIBUTOR
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Hello @lhoestq , I am opening a fresh pull request as advised in my original PR https://github.com/huggingface/datasets/pull/1308 Thanks
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typos + grammar
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2021-02-27T20:21:43Z
2021-03-01T17:20:38Z
2021-03-01T14:43:19Z
CONTRIBUTOR
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This PR proposes a few typo + grammar fixes, and rewrites some sentences in an attempt to improve readability. N.B. When referring to the library `datasets` in the docs it is typically used as a singular, and it definitely is a singular when written as "`datasets` library", that is "`datasets` library is ..." and no...
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TypeError when computing bertscore
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[ "I am not able to reproduce this issue on my side.\r\nCould you give us more details about the inputs you used ?\r\n\r\nI do get another error though:\r\n```\r\n~/.virtualenvs/hf-datasets/lib/python3.7/site-packages/bert_score/utils.py in bert_cos_score_idf(model, refs, hyps, tokenizer, idf_dict, verbose, batch_siz...
2020-07-10T20:37:44Z
2022-06-01T15:15:59Z
2022-06-01T15:15:59Z
NONE
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Hi, I installed nlp 0.3.0 via pip, and my python version is 3.7. When I tried to compute bertscore with the code: ``` import nlp bertscore = nlp.load_metric('bertscore') # load hyps and refs ... print (bertscore.compute(hyps, refs, lang='en')) ``` I got the following error. ``` Traceback (most rece...
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71
Fix arrow writer for big datasets using writer_batch_size
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[ "After a quick chat with Yacine : the 2Go test may not be sufficient actually, as I'm looking at the size of the array and not the size of the current_rows. If the test doesn't do the job I think I'll remove it and lower the batch size a bit to be sure that it never exceeds 2Go. I'll do more tests later" ]
2020-05-11T14:45:36Z
2020-05-11T20:09:47Z
2020-05-11T20:00:38Z
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This PR fixes Yacine's bug. According to [this](https://github.com/apache/arrow/blob/master/docs/source/cpp/arrays.rst#size-limitations-and-recommendations), it is not recommended to have pyarrow arrays bigger than 2Go. Therefore I set a default batch size of 100 000 examples per batch. In general it shouldn't exce...
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1,216,455,316
PR_kwDODunzps420-mc
4,227
Add f1 metric card, update docstring in py file
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-04-26T20:41:03Z
2022-05-03T12:50:23Z
2022-05-03T12:43:33Z
CONTRIBUTOR
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adding HindEncorp
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[ "@lhoestq I have created a new PR by reforking and creating a new branch ", "@rahul-art unfortunately this didn't quite work, here's how you can try again:\r\n- `git checkout master` to go back to the main branch\r\n- `git pull upstream master` to make it up to date\r\n- `git checkout -b add_hind_encorp` to creat...
2020-12-13T15:39:07Z
2020-12-13T23:35:53Z
2020-12-13T23:35:53Z
CONTRIBUTOR
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adding Hindi Wikipedia corpus
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6,451
Unable to read "marsyas/gtzan" data
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[ "Hi! We've merged a [PR](https://huggingface.co/datasets/marsyas/gtzan/discussions/1) that fixes the script's path logic on Windows.", "I have transferred the discussion to the corresponding dataset: https://huggingface.co/datasets/marsyas/gtzan/discussions/2\r\n\r\nLet's continue there.", "@mariosasko @albertv...
2023-11-25T15:13:17Z
2023-12-01T12:53:46Z
2023-11-27T09:36:25Z
NONE
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Hi, this is my code and the error: ``` from datasets import load_dataset gtzan = load_dataset("marsyas/gtzan", "all") ``` [error_trace.txt](https://github.com/huggingface/datasets/files/13464397/error_trace.txt) [audio_yml.txt](https://github.com/huggingface/datasets/files/13464410/audio_yml.txt) Python 3.11.5 ...
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883
Downloading/caching only a part of a datasets' dataset.
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[ "Not at the moment but we could likely support this feature.", "?", "I think it would be a very helpful feature, because sometimes one only wants to evaluate models on the dev set, and the whole training data may be many times bigger.\r\nThis makes the task impossible with limited memory resources." ]
2020-11-24T14:25:18Z
2020-11-27T13:51:55Z
null
NONE
null
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Hi, I want to use the validation data *only* (of natural question). I don't want to have the whole dataset cached in my machine, just the dev set. Is this possible? I can't find a way to do it in the docs. Thank you, Sapir
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Add Image feature
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[ "Awesome, looking forward to using it :)", "Few additional comments:\r\n* the current API doesn't meet the requirements mentioned in #3145 (e.g. image mime-type). However, this will be doable soon as we also plan to store image bytes alongside paths in arrow files (see https://github.com/huggingface/datasets/pull...
2021-10-25T19:07:48Z
2021-12-30T06:37:21Z
2021-12-06T17:49:02Z
CONTRIBUTOR
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Adds the Image feature. This feature is heavily inspired by the recently added Audio feature (#2324). Currently, this PR is pretty simple. Some considerations that need further discussion: * I've decided to use `Pillow`/`PIL` as the image decoding library. Another candidate I considered is `torchvision`, mostly bec...
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Add SST-2 dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "on the hub this dataset is referenced as `sst-2` not `sst2` – is there a canonical orthography? If not, could we name it `sst-2`?", "@julien-c, we normally do not use hyphens for dataset names: whenever the original dataset name co...
2022-06-10T13:37:26Z
2022-06-13T14:11:34Z
2022-06-13T14:01:09Z
MEMBER
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Add SST-2 dataset. Currently it is part of GLUE benchmark. This PR adds it as a standalone dataset. CC: @julien-c
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5,898
Loading The flores data set for specific language
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[ "got that the syntax is like this\r\n\r\ndataset = load_dataset(\"facebook/flores\", \"ace_Arab\")" ]
2023-05-25T17:08:55Z
2023-05-25T17:21:38Z
2023-05-25T17:21:37Z
NONE
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### Describe the bug I am trying to load the Flores data set the code which is given is ``` from datasets import load_dataset dataset = load_dataset("facebook/flores") ``` This gives the error of config name ""ValueError: Config name is missing" Now if I add some config it gives me the some error ...
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Extend QuestionAnsweringExtractive template to handle nested columns
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[ "this is also the case for the following datasets and configurations:\r\n\r\n* `mlqa` with config `mlqa-translate-train.ar`\r\n\r\n", "The current task API is somewhat deprecated (we plan to align it with `train eval index` at some point), so I think we can close this issue." ]
2021-05-31T14:06:51Z
2022-10-05T17:06:28Z
2022-10-05T17:06:28Z
MEMBER
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Currently the `QuestionAnsweringExtractive` task template and `preprare_for_task` only support "flat" features. We should extend the functionality to cover QA datasets like: * `iapp_wiki_qa_squad` * `parsinlu_reading_comprehension` where the nested features differ with those from `squad` and trigger an `ArrowNot...
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1,919
Failure to save with save_to_disk
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[ "Hi thanks for reporting and for proposing a fix :)\r\n\r\nI just merged a fix, feel free to try it from the master branch !", "Closing since this has been fixed by #1923" ]
2021-02-20T14:18:10Z
2021-03-03T17:40:27Z
2021-03-03T17:40:27Z
CONTRIBUTOR
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When I try to save a dataset locally using the `save_to_disk` method I get the error: ```bash FileNotFoundError: [Errno 2] No such file or directory: '/content/squad/train/squad-train.arrow' ``` To replicate: 1. Install `datasets` from master 2. Run this code: ```python from datasets import load...
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Temporarily pin pydantic test dependency
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2022-12-29T19:34:19Z
2022-12-30T06:36:57Z
2022-12-29T21:00:26Z
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Temporarily pin `pydantic` until a permanent solution is found. Fix #5394.
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Support loading from a DVC remote repository
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[ "(cross-posting from the linked DVC issue)\r\n\r\nI think this should already work out of the box with the current `datasets` and `dvc.api` releases by passing the correct `storage_options` into the datasets calls. `storage_options` is essentially just the kwargs dict that gets passed to the fsspec fs constructor.\...
2023-09-01T14:04:52Z
2023-09-15T15:11:27Z
2023-09-15T15:11:27Z
NONE
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null
null
### Feature request Adding support for loading a file from a DVC repository, tracked remotely on a SCM. ### Motivation DVC is a popular version control system to version and manage datasets. The files are stored on a remote object storage platform, but they are tracked using Git. Integration with DVC is possible thr...
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https://api.github.com/repos/huggingface/datasets/issues/2288
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871,111,235
MDU6SXNzdWU4NzExMTEyMzU=
2,288
Load_dataset for local CSV files
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[ "Hi,\r\n\r\nthis is not a standard CSV file (requires additional preprocessing) so I wouldn't label this as s bug. You could parse the examples with the regex module or the string API to extract the data, but the following approach is probably the easiest (once you load the data):\r\n```python\r\nimport ast\r\n# lo...
2021-04-29T15:01:10Z
2021-06-15T13:49:26Z
2021-06-15T13:49:26Z
NONE
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The method load_dataset fails to correctly load a dataset from csv. Moreover, I am working on a token-classification task ( POS tagging) , where each row in my CSV contains two columns each of them having a list of strings. row example: ```tokens | labels ['I' , 'am', 'John'] | ['PRON', 'AUX', 'PROPN' ] ``...
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https://api.github.com/repos/huggingface/datasets/issues/2556
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931,595,872
MDU6SXNzdWU5MzE1OTU4NzI=
2,556
Better DuplicateKeysError error to help the user debug the issue
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[ "excuse me, my `datasets` version is `2.2.2`, but I also just see the error info like \r\n```\r\nDuplicatedKeysError: FAILURE TO GENERATE DATASET !\r\nFound duplicate Key: 0\r\nKeys should be unique and deterministic in nature\r\n```", "Hi ! for which dataset do you have this error ?\r\n\r\nAlso note that this is...
2021-06-28T13:50:57Z
2022-06-28T09:26:04Z
2022-06-28T09:26:04Z
MEMBER
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As mentioned in https://github.com/huggingface/datasets/issues/2552 it would be nice to improve the error message when a dataset fails to build because there are duplicate example keys. The current one is ```python datasets.keyhash.DuplicatedKeysError: FAILURE TO GENERATE DATASET ! Found duplicate Key: 48 Keys s...
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