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https://api.github.com/repos/huggingface/datasets/issues/4507
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1,272,615,932
I_kwDODunzps5L2pP8
4,507
How to let `load_dataset` return a `Dataset` instead of `DatasetDict` in customized loading script
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[ "Hi @liyucheng09.\r\n\r\nUsers can pass the `split` parameter to `load_dataset`. For example, if your split name is \"train\",\r\n```python\r\nds = load_dataset(\"dataset_name\", split=\"train\")\r\n```\r\nwill return a `Dataset` instance.", "@albertvillanova Thanks! I can't believe I didn't know this feature til...
2022-06-15T18:56:34Z
2022-06-16T10:40:08Z
2022-06-16T10:40:08Z
NONE
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If the dataset does not need splits, i.e., no training and validation split, more like a table. How can I let the `load_dataset` function return a `Dataset` object directly rather than return a `DatasetDict` object with only one key-value pair. Or I can paraphrase the question in the following way: how to skip `_spl...
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1,272,516,895
I_kwDODunzps5L2REf
4,506
Failure to hash (and cache) a `.map(...)` (almost always) - using this method can produce incorrect results
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[ "Important info:\r\n\r\nAs hashes are generated randomly for functions, it leads to **false identifying some results as already hashed** (mapping function is not executed after a method update) when there's a `pytorch_lightning.seed_everything(123)`", "@lhoestq\r\nseems like quite critical stuff for me, if I'm no...
2022-06-15T17:11:31Z
2023-02-16T03:14:32Z
2022-06-28T13:23:05Z
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## Describe the bug Sometimes I get messages about not being able to hash a method: `Parameter 'function'=<function StupidDataModule._separate_speaker_id_from_dialogue at 0x7f1b27180d30> of the transform datasets.arrow_dataset.Dataset. _map_single couldn't be hashed properly, a random hash was used instead. Make sur...
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4,505
Fix double dots in data files
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[ "_The documentation is not available anymore as the PR was closed or merged._", "The CI fails are unrelated to this PR (apparently something related to `seqeval` on windows) - merging :)" ]
2022-06-15T16:31:04Z
2022-06-15T17:15:58Z
2022-06-15T17:05:53Z
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As mentioned in https://github.com/huggingface/transformers/pull/17715 `data_files` can't find a file if the path contains double dots `/../`. This has been introduced in https://github.com/huggingface/datasets/pull/4412, by trying to ignore hidden files and directories (i.e. if they start with a dot) I fixed this a...
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4,504
Can you please add the Stanford dog dataset?
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[ "would you like to give it a try, @dgrnd4? (maybe with the help of the dataset author?)", "@julien-c i am sorry but I have no idea about how it works: can I add the dataset by myself, following \"instructions to add a new dataset\"?\r\nCan I add a dataset even if it's not mine? (it's public in the link that I wro...
2022-06-15T15:39:35Z
2024-12-09T15:44:11Z
2023-10-18T18:55:30Z
NONE
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## Adding a Dataset - **Name:** *Stanford dog dataset* - **Description:** *The dataset is about 120 classes for a total of 20.580 images. You can find the dataset here http://vision.stanford.edu/aditya86/ImageNetDogs/* - **Paper:** *http://vision.stanford.edu/aditya86/ImageNetDogs/* - **Data:** *[link to the Github...
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Refactor and add metadata to fever dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "But this is somehow fever v3 dataset (see this link https://fever.ai/ under the dropdown menu called Datasets). Our fever dataset already contains v1 and v2 configs. Then, I added this as if v3 config (but named feverous instead of v...
2022-06-15T14:59:47Z
2022-07-06T11:54:15Z
2022-07-06T11:41:30Z
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Related to: #4452 and #3792.
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4,502
Logic bug in arrow_writer?
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[ "Hi @cccntu you're right, as when `batch_examples={}` the current if-statement won't be triggered as the condition won't be satisfied, I'll prepare a PR to address it as well as add the regression tests so that this issue is handled properly.", "Hi @alvarobartt ,\r\nThanks for answering. Do you know when and why ...
2022-06-15T14:50:00Z
2022-06-18T15:15:51Z
2022-06-18T15:15:51Z
CONTRIBUTOR
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https://github.com/huggingface/datasets/blob/88a902d6474fae8d793542d57a4f3b0d187f3c5b/src/datasets/arrow_writer.py#L475-L488 I got some error, and I found it's caused by `batch_examples` being `{}`. I wonder if the code should be as follows: ``` - if batch_examples and len(next(iter(batch_examples.values())...
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Corrected broken links in doc
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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Add `concatenate_datasets` for iterable datasets
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks ! I addressed your comments :)\r\n\r\n> There is a slight difference in concatenate_datasets between the version for map-style datasets and the one for iterable datasets\r\n\r\nIndeed, here is what I did to fix this:\r\n\r\n- ...
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`concatenate_datasets` currently only supports lists of `datasets.Dataset`, not lists of `datasets.IterableDataset` like `interleave_datasets` Fix https://github.com/huggingface/datasets/issues/2564 I also moved `_interleave_map_style_datasets` from combine.py to arrow_dataset.py, since the logic depends a lot on...
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4,499
fix ETT m1/m2 test/val dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thansk for the fix ! Can you regenerate the datasets_infos.json please ? This way it will update the expected number of examples in the test and val splits", "ah yes!" ]
2022-06-15T11:51:02Z
2022-06-15T14:55:56Z
2022-06-15T14:45:13Z
CONTRIBUTOR
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https://huggingface.co/datasets/ett/discussions/1
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WER and CER > 1
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[ "WER can have values bigger than 1.0, this is expected when there are too many insertions\r\n\r\nFrom [wikipedia](https://en.wikipedia.org/wiki/Word_error_rate):\r\n> Note that since N is the number of words in the reference, the word error rate can be larger than 1.0" ]
2022-06-15T11:35:12Z
2022-06-15T16:38:05Z
2022-06-15T16:38:05Z
NONE
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## Describe the bug It seems that in some cases in which the `prediction` is longer than the `reference` we may have word/character error rate higher than 1 which is a bit odd. If it's a real bug I think I can solve it with a PR changing [this](https://github.com/huggingface/datasets/blob/master/metrics/wer/wer.py#...
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Re-add download_manager module in utils
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks for the fix.\r\n\r\nI'm wondering how this fixes backward compatibility...\r\n\r\nExecuting this code:\r\n```python\r\nfrom datasets.utils.download_manager import DownloadMode\r\n```\r\nwe will have\r\n```python\r\nDownloadMod...
2022-06-15T09:44:33Z
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https://github.com/huggingface/datasets/pull/4384 moved `datasets.utils.download_manager` to `datasets.download.download_manager` This breaks `evaluate` which imports `DownloadMode` from `datasets.utils.download_manager` This PR re-adds `datasets.utils.download_manager` without circular imports. We could also...
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Replace `assertEqual` with `assertTupleEqual` in unit tests for verbosity
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[ "_The documentation is not available anymore as the PR was closed or merged._", "FYI I used the following regex to look for the `assertEqual` statements where the assertion was being done over a Tuple: `self.assertEqual(.*, \\(.*,)(\\)\\))$`, hope this is useful!" ]
2022-06-15T09:29:16Z
2022-07-07T17:06:51Z
2022-07-07T16:55:48Z
MEMBER
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As detailed in #4419 and as suggested by @mariosasko, we could replace the `assertEqual` assertions with `assertTupleEqual` when the assertion is between Tuples, in order to make the tests more verbose.
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Fix patching module that doesn't exist
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2022-06-15T08:17:50Z
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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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Patching fails for modules that are not installed or don't exist
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2022-06-15T08:17:29Z
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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 We use patching to extend such functions to support remot...
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Add `@transmit_format` in `flatten`
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[ "@mariosasko please let me know whether we need to include some sort of tests to make sure that the decorator is working as expected. Thanks! 🤗 ", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4493). All of your documentation changes will be reflected on that endpoint.", ...
2022-06-14T20:09:09Z
2022-09-27T11:37:25Z
2022-09-27T10:48:54Z
MEMBER
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As suggested by @mariosasko in https://github.com/huggingface/datasets/pull/4411, we should include the `@transmit_format` decorator to `flatten`, `rename_column`, and `rename_columns` so as to ensure that the value of `_format_columns` in an `ArrowDataset` is properly updated. **Edit**: according to @mariosasko com...
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Pin the revision in imagenet download links
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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Use the commit sha in the data files URLs of the imagenet-1k download script, in case we want to restructure the data files in the future. For example we may split it into many more shards for better paralellism. cc @mariosasko
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Dataset Viewer issue for Pavithree/test
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[ "This issue can be resolved according to this post https://stackoverflow.com/questions/70566660/parquet-with-null-columns-on-pyarrow. It looks like first data entry in the json file must not have any null values as pyarrow uses this first file to infer schema for entire dataset." ]
2022-06-14T13:23:10Z
2022-06-14T14:37:21Z
2022-06-14T14:34:33Z
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### Link https://huggingface.co/datasets/Pavithree/test ### Description I have extracted the subset of original eli5 dataset found at hugging face. However, while loading the dataset It throws ArrowNotImplementedError: Unsupported cast from string to null using function cast_null error. Is there anything missi...
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Use `torch.nested_tensor` for arrays of varying length in torch formatter
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[ "What's the current behavior?", "Currently, we return a list of Torch tensors if their shapes don't match. If they do, we consolidate them into a single Torch tensor." ]
2022-06-14T12:19:40Z
2023-07-07T13:02:58Z
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COLLABORATOR
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Use `torch.nested_tensor` for arrays of varying length in `TorchFormatter`. The PyTorch API of nested tensors is in the prototype stage, so wait for it to become more mature.
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4,489
Add SV-Ident dataset
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[ "Hi @e-tornike, thanks a lot for adding this interesting dataset.\r\n\r\nRecently at Hugging Face, we have decided to give priority to adding datasets directly on the Hub. Would you mind to transfer your loading script to the Hub? You could create a dedicated org namespace, so that your dataset would be accessible ...
2022-06-14T12:09:00Z
2022-06-20T08:48:26Z
2022-06-20T08:37:27Z
NONE
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Update PASS dataset version
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2022-06-14T10:47:14Z
2022-06-14T16:41:55Z
2022-06-14T16:32:28Z
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Update the PASS dataset to version v3 (the newest one) from the [version history](https://github.com/yukimasano/PASS/blob/main/version_history.txt). PS: The older versions are not exposed as configs in the script because v1 was removed from Zenodo, and the same thing will probably happen to v2.
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Support streaming UDHR dataset
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2022-06-14T09:33:33Z
2022-06-15T05:09:22Z
2022-06-15T04:59:49Z
MEMBER
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This PR: - Adds support for streaming UDHR dataset - Adds the BCP 47 language code as feature
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Add CCAgT dataset
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2022-06-13T14:20:19Z
2022-07-04T14:37:03Z
2022-07-04T14:25:45Z
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As described in #4075 I could not generate the dummy data. Also, on the data repository isn't provided the split IDs, but I copy the functions that provide the correct data split. In summary, to have a better distribution, the data in this dataset should be separated based on the amount of NORs in each image.
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Fix cast to null
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2022-06-13T13:44:32Z
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2022-06-14T13:34:14Z
MEMBER
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It currently fails with `ArrowNotImplementedError` instead of `TypeError` when one tries to cast integer to null type. Because if this, type inference breaks when one replaces null values with integers in `map` (it first tries to cast to the previous type before inferring the new type). Fix https://github.com/hug...
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Better ImportError message when a dataset script dependency is missing
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Discussed offline with @mariosasko, merging :)", "Fwiw, i think this same issue is occurring on the datasets website page, where preview isn't available due to the `bigbench` import error", "For the preview of BigBench datasets, ...
2022-06-13T12:44:37Z
2022-07-08T14:30:44Z
2022-06-13T13:50:47Z
MEMBER
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When a depenency is missing for a dataset script, an ImportError message is shown, with a tip to install the missing dependencies. This message is not ideal at the moment: it may show duplicate dependencies, and is not very readable. I improved it from ``` ImportError: To be able to use bigbench, you need to insta...
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Dataset.map throws pyarrow.lib.ArrowNotImplementedError when converting from list of empty lists
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[ "Hi @sanderland ! Thanks for reporting :) This is a bug, I opened a PR to fix it. We'll do a new release soon\r\n\r\nIn the meantime you can fix it by specifying in advance that the \"label\" are integers:\r\n```python\r\nimport numpy as np\r\n\r\nds = Dataset.from_dict(\r\n {\r\n \"text\": [\"the lazy do...
2022-06-13T10:47:52Z
2022-06-14T13:34:14Z
2022-06-14T13:34:14Z
CONTRIBUTOR
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## Describe the bug Dataset.map throws pyarrow.lib.ArrowNotImplementedError: Unsupported cast from int64 to null using function cast_null when converting from a type of 'empty lists' to 'lists with some type'. This appears to be due to the interaction of arrow internals and some assumptions made by datasets. T...
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Test that TensorFlow is not imported on startup
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Should we close this PR?", "I'm closing this PR. Feel free to reopen it if necessary." ]
2022-06-13T10:33:49Z
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2023-10-11T09:11:56Z
MEMBER
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TF takes some time to be imported, and also uses some GPU memory. I just added a test to make sure that in the future it's never imported by default when ```python import datasets ``` is called. Right now this fails because `huggingface_hub` does import tensorflow (though this is fixed now on their `main` bra...
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Fix iwslt2017
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[ "_The documentation is not available anymore as the PR was closed or merged._", "CI fails are just abut missing tags in the dataset card, merging !", "FYI, \r\n\r\nThe checksums have not been edited from the changes of .tgz to .zip files, and as a result a `ExpectedMoreDownloadedFiles` error occurs. Updating th...
2022-06-13T09:51:21Z
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The files were moved to google drive, I hosted them on the Hub instead (ok according to the license) I also updated the `datasets_infos.json`
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1,268,921,567
I_kwDODunzps5LojTf
4,480
Bigbench tensorflow GPU dependency
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[ "Thanks for reporting ! :) cc @andersjohanandreassen can you take a look at this ?\r\n\r\nAlso @cceyda feel free to open an issue at [BIG-Bench](https://github.com/google/BIG-bench) as well regarding the `AttributeError`", "I'm on vacation for the next week, so won't be able to do much debugging at the moment. So...
2022-06-13T05:24:06Z
2022-06-14T19:45:24Z
2022-06-14T19:45:23Z
CONTRIBUTOR
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## Describe the bug Loading bigbech ```py from datasets import load_dataset dataset = load_dataset("bigbench","swedish_to_german_proverbs") ``` tries to use gpu and fails with OOM with the following error ``` Downloading and preparing dataset bigbench/swedish_to_german_proverbs (download: Unknown size, genera...
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Include entity positions as feature in ReCoRD
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks for the reply @lhoestq !\r\n\r\nI have sucessed on `datasets-cli test ./datasets/super_glue --name record --save_infos`,\r\nBut as you can see, the check ran into `FAILED tests/test_dataset_cards.py::test_changed_dataset_card[...
2022-06-12T11:56:28Z
2022-08-19T23:23:02Z
2022-08-19T13:23:48Z
CONTRIBUTOR
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https://huggingface.co/datasets/super_glue/viewer/record/validation TLDR: We need to record entity positions, which are included in the source data but excluded by the loading script, to enable efficient and effective training for ReCoRD. Currently, the loading script ignores the entity positions ("entity_start",...
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4,478
Dataset slow during model training
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[ "Hi ! cc @Rocketknight1 maybe you know better ?\r\n\r\nI'm not too familiar with `tf.data.experimental.save`. Note that `datasets` uses memory mapping, so depending on your hardware and the disk you are using you can expect performance differences with a dataset loaded in RAM", "Hi @lehrig, I suspect what's happe...
2022-06-11T19:40:19Z
2022-06-14T12:04:31Z
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## Describe the bug While migrating towards 🤗 Datasets, I encountered an odd performance degradation: training suddenly slows down dramatically. I train with an image dataset using Keras and execute a `to_tf_dataset` just before training. First, I have optimized my dataset following https://discuss.huggingface.co/...
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I_kwDODunzps5LmNv6
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Dataset Viewer issue for fgrezes/WIESP2022-NER
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[ "https://huggingface.co/datasets/fgrezes/WIESP2022-NER\r\n\r\nThe error:\r\n\r\n```\r\nMessage: Couldn't find a dataset script at /src/services/worker/fgrezes/WIESP2022-NER/WIESP2022-NER.py or any data file in the same directory. Couldn't find 'fgrezes/WIESP2022-NER' on the Hugging Face Hub either: FileNotFou...
2022-06-11T15:49:17Z
2022-07-18T13:07:33Z
2022-07-18T13:07:33Z
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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`to_pandas` doesn't take into account format.
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[ "Thanks for opening a discussion :)\r\n\r\nNote that you can use `.remove_columns(...)` to keep only the ones you're interested in before calling `.to_pandas()`", "Yes I can do that thank you!\r\n\r\nDo you think that conceptually my example should work? If not, I'm happy to close this issue. \r\n\r\nIf yes, I ca...
2022-06-10T20:25:31Z
2022-06-15T17:41:41Z
2022-06-15T17:41:41Z
CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** I have a large dataset that I need to convert part of to pandas to do some further analysis. Calling `to_pandas` directly on it is expensive. So I thought I could simply select the columns that I want and then call `to_pandas`. **Describe the solu...
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Improve error message for missing pacakges from inside dataset script
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I opened a PR before I noticed yours ^^' You can find it here: https://github.com/huggingface/datasets/pull/4484\r\n\r\nThe only comment I have regarding your message is that it possibly shows several `pip install` commands, whereas ...
2022-06-10T16:59:36Z
2022-10-06T13:46:26Z
2022-06-13T13:16:43Z
COLLABORATOR
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Improve the error message for missing packages from inside a dataset script: With this change, the error message for missing packages for `bigbench` looks as follows: ``` ImportError: To be able to use bigbench, you need to install the following dependencies: - 'bigbench' using 'pip install "bigbench @ ht...
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[Docs] How to use with PyTorch page
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Currently the docs about PyTorch are scattered around different pages, and we were missing a place to explain more in depth how to use and optimize a dataset for PyTorch. This PR is related to #4457 which is the TF counterpart :) cc @Rocketknight1 we can try to align both documentations contents now I think cc @s...
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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
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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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The hub now returns 401 instead of 404 for unauthenticated requests to non-existing repos. This PR add support for the 401 error and fixes the CI fails on `master`
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CI error with repo lhoestq/_dummy
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2022-06-10T12:26:06Z
2022-06-10T13:24:53Z
2022-06-10T13:24:53Z
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## Describe the bug CI is failing because of repo "lhoestq/_dummy". See: https://app.circleci.com/pipelines/github/huggingface/datasets/12461/workflows/1b040b45-9578-4ab9-8c44-c643c4eb8691/jobs/74269 ``` requests.exceptions.HTTPError: 401 Client Error: Unauthorized for url: https://huggingface.co/api/datasets/lhoest...
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Reorder returned validation/test splits in script template
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2022-06-10T12:21:13Z
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Replace data URLs in wider_face dataset once hosted on the Hub
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2022-06-10T08:13:25Z
2022-06-10T16:42:08Z
2022-06-10T16:32:46Z
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This PR replaces the URLs of data files in Google Drive with our Hub ones, once the data owners have approved to host their data on the Hub. They also informed us that their dataset is licensed under CC BY-NC-ND.
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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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Transcript string 'null' converted to [None] by load_dataset()
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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...
2022-06-09T14:26:00Z
2023-07-04T02:18:39Z
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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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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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Fix bigbench config names
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Fix https://github.com/huggingface/datasets/issues/4462 in the case of bigbench
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This PR extends the support in streaming mode for datasets that use `xml.dom.minidom.parse`, by patching that function. This PR adds support for streaming datasets like "Yaxin/SemEval2015". Fix #4453.
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Use config_id to check split sizes instead of config name
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Fix https://github.com/huggingface/datasets/issues/4462
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1,265,079,347
I_kwDODunzps5LZ5Qz
4,462
BigBench: NonMatchingSplitsSizesError when passing a dataset configuration parameter
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[ "Why not adding `max_examples` as part of the config name?", "Yup it can also work, and maybe it's simpler this way. Opening a PR to fix bigbench instead of https://github.com/huggingface/datasets/pull/4463", "Hi @lhoestq,\r\n\r\nThank you for taking a look at this issue, and proposing a solution. \r\nUnfortuna...
2022-06-08T17:31:24Z
2022-07-05T07:39:55Z
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As noticed in https://github.com/huggingface/datasets/pull/4125 when a dataset config class has a parameter that reduces the number of examples (e.g. named `max_examples`), then loading the dataset and passing `max_examples` raises `NonMatchingSplitsSizesError`. This is because it will check for expected the number ...
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1,264,800,451
I_kwDODunzps5LY1LD
4,461
AttributeError: module 'datasets' has no attribute 'load_dataset'
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[ "I'm having the same issue,Can you tell me how to solve it?", "I have the same issue, can you tell me how to solve it? Thanks", "I had a folder named 'datasets' so this is why it can't find the import, it's looking in the wrong place", "@briandw your comment saved my day 👍 " ]
2022-06-08T13:59:20Z
2024-03-25T12:58:29Z
2022-06-08T14:41:00Z
NONE
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## Describe the bug I have piped install datasets, but this package doesn't have these attributes: load_dataset, load_metric. ## Environment info - `datasets` version: 1.9.0 - Platform: Linux-5.13.0-44-generic-x86_64-with-debian-bullseye-sid - Python version: 3.6.13 - PyArrow version: 6.0.1
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4,460
Drop Python 3.6 support
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2022-06-08T12:10:18Z
2022-07-26T19:16:39Z
2022-07-26T19:04:21Z
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Remove the fallback imports/checks in the code needed for Python 3.6 and update the requirements/CI files. Also, use Python types for the NumPy dtype wherever possible to avoid deprecation warnings in newer NumPy versions.
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Add and fix language tags for udhr dataset
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2022-06-08T12:03:42Z
2022-06-08T12:36:24Z
2022-06-08T12:27:13Z
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Related to #4362.
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First draft of the docs for TF + Datasets
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Some links are still missing I think :)", "This is probably quite close to being ready, so cc some TF people @gante @amyeroberts @merveenoyan just so they see it! No need for a full review, but if you have any comments or suggestio...
2022-06-07T16:06:48Z
2022-06-14T16:08:41Z
2022-06-14T15:59:08Z
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I might cc a few of the other TF people to take a look when this is closer to being finished, but it's still a draft for now.
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Workflow for Tabular data
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[ "I use below to load a dataset:\r\n```\r\ndataset = datasets.load_dataset(\"scikit-learn/auto-mpg\")\r\ndf = pd.DataFrame(dataset[\"train\"])\r\n```\r\nTBH as said, tabular folk split their own dataset, they sometimes have two splits, sometimes three. Maybe somehow avoiding it for tabular datasets might be good for...
2022-06-07T12:48:22Z
2023-03-06T08:53:55Z
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Tabular data are treated very differently than data for NLP, audio, vision, etc. and therefore the worflow for tabular data in `datasets` is not ideal. For example for tabular data, it is common to use pandas/spark/dask to process the data, and then load the data into X and y (X is an array of features and y an arra...
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Update data URLs in fever dataset
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2022-06-07T10:40:54Z
2022-06-08T07:24:54Z
2022-06-08T07:16:17Z
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As stated in their website, data owners updated their URLs on 28/04/2022. This PR updates the data URLs. Fix #4452.
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Dataset Viewer issue for Yaxin/SemEval2015
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[ "Closing since it's a duplicate of https://github.com/huggingface/datasets/issues/4453" ]
2022-06-07T03:31:46Z
2022-06-07T11:53:11Z
2022-06-07T11:53:11Z
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### Link _No response_ ### Description the link could not visit ### Owner _No response_
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Dataset Viewer issue for Yaxin/SemEval2015
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[ "I understand that the issue is that a remote file (URL) is being loaded as a local file. Right @albertvillanova @lhoestq?\r\n\r\n```\r\nMessage: [Errno 2] No such file or directory: 'https://raw.githubusercontent.com/YaxinCui/ABSADataset/main/SemEval2015Task12Corrected/train/restaurants_train.xml'\r\n```", ...
2022-06-07T03:30:08Z
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2022-06-09T08:34:16Z
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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1,262,529,654
I_kwDODunzps5LQKx2
4,452
Trying to load FEVER dataset results in NonMatchingChecksumError
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[ "Thanks for reporting @santhnm2. We are fixing it.\r\n\r\nData owners updated their URLs recently. We have to align with them, otherwise you do not download anything (that is why ignore_verifications does not work).", "Hello! Is there any update on this? I am having the same issue 6 months later." ]
2022-06-06T23:13:15Z
2022-12-15T13:36:40Z
2022-06-08T07:16:16Z
NONE
null
null
null
null
## Describe the bug Trying to load the `fever` dataset fails with `datasets.utils.info_utils.NonMatchingChecksumError`. I tried with `download_mode="force_redownload"` but that did not fix the error. I also tried with `ignore_verification=True` but then that raised a `json.decoder.JSONDecodeError`. ## Steps to r...
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1,262,103,323
PR_kwDODunzps45LkGc
4,451
Use newer version of multi-news with fixes
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Awesome thanks @mariosasko!" ]
2022-06-06T16:57:08Z
2022-06-07T17:40:01Z
2022-06-07T17:14:44Z
CONTRIBUTOR
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Closes #4430.
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1,261,878,324
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4,450
Update README.md of fquad
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2022-06-06T13:52:41Z
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2022-06-06T02:24:32Z
2022-06-06T15:44:50Z
2022-06-06T15:44:50Z
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import android.content.DialogInterface; import android.database.Cursor; import android.os.Bundle; import android.view.View; import android.widget.ArrayAdapter; import android.widget.Button; import android.widget.EditText; import android.widget.Toast; import androidx.appcompat.app.AlertDialog; import androidx.appcompat...
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1,260,966,129
I_kwDODunzps5LKNDx
4,448
New Preprocessing Feature - Deduplication [Request]
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[ "Hi! The [datasets_sql](https://github.com/mariosasko/datasets_sql) package lets you easily find distinct rows in a dataset (an example with `SELECT DISTINCT` is in the readme). Deduplication is (still) not part of the official API because it's hard to implement for datasets bigger than RAM while only using the nat...
2022-06-05T05:32:56Z
2023-12-12T07:52:40Z
null
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null
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**Is your feature request related to a problem? Please describe.** Many large datasets are full of duplications and it has been shown that deduplicating datasets can lead to better performance while training, and more truthful evaluation at test-time. A feature that allows one to easily deduplicate a dataset can be...
null
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1,260,041,805
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4,447
Minor fixes/improvements in `scene_parse_150` card
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2022-06-03T15:22:34Z
2022-06-06T15:50:25Z
2022-06-06T15:41:37Z
COLLABORATOR
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Add `paperswithcode_id` and fix some links in the `scene_parse_150` card.
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Add missing kwargs to docstrings
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2022-06-03T15:10:27Z
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2022-06-03T16:01:29Z
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Fix missing args in docstring of load_dataset_builder
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2022-06-03T13:55:50Z
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2022-06-03T14:27:09Z
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Currently, the docstring of `load_dataset_builder` only contains the first parameter `path` (no other): - https://huggingface.co/docs/datasets/v2.2.1/en/package_reference/loading_methods#datasets.load_dataset_builder.path
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Fix kwargs in docstrings
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2022-06-03T10:29:02Z
2022-06-03T11:01:28Z
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To fix the rendering of `**kwargs` in docstrings, a parentheses must be added afterwards. See: - huggingface/doc-builder/issues/235
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Dataset Viewer issue for openclimatefix/nimrod-uk-1km
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[ "If I understand correctly, this is due to the key `split` missing in the line https://huggingface.co/datasets/openclimatefix/nimrod-uk-1km/blob/main/nimrod-uk-1km.py#L41 of the script.\r\nMaybe @albertvillanova could confirm.", "I'm having a look.", "Indeed there are several issues in this dataset loading scri...
2022-06-03T08:17:16Z
2023-09-25T12:15:08Z
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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1,258,589,276
I_kwDODunzps5LBIxc
4,442
Dataset Viewer issue for amazon_polarity
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null
[ "Thanks, looking at it", "Not sure what happened 😬, but it's fixed" ]
2022-06-02T19:18:38Z
2022-06-07T18:50:37Z
2022-06-07T18:50:37Z
MEMBER
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### Link https://huggingface.co/datasets/amazon_polarity/viewer/amazon_polarity/test ### Description For some reason the train split is OK but the test split is not for this dataset: ``` Server error Status code: 400 Exception: FileNotFoundError Message: [Errno 2] No such file or directory: '/cach...
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1,258,568,656
I_kwDODunzps5LBDvQ
4,441
Dataset Viewer issue for aeslc
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null
[ "Not sure what happened 😬, but it's fixed" ]
2022-06-02T18:57:12Z
2022-06-07T18:50:55Z
2022-06-07T18:50:55Z
MEMBER
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### Link https://huggingface.co/datasets/aeslc ### Description The dataset viewer can't find `dataset_infos.json` in it's cache: ``` Server error Status code: 400 Exception: FileNotFoundError Message: [Errno 2] No such file or directory: '/cache/modules/datasets_modules/datasets/aeslc/eb8e30234cf9...
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1,258,494,469
PR_kwDODunzps44_io_
4,440
Update docs around audio and vision
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[ "_The documentation is not available anymore as the PR was closed or merged._", "> Let me know what you think, especially if we should include some code samples for training a model in the audio/vision sections. I left this out since we already showed it in the NLP section. I want to keep the focus on using Datas...
2022-06-02T17:42:03Z
2022-06-23T16:33:19Z
2022-06-23T16:23:02Z
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As part of the strategy to center the docs around the different modalities, this PR updates the quickstart to include audio and vision examples. This improves the developer experience by making audio and vision content more discoverable, enabling users working in these modalities to also quickly get started without dig...
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1,258,434,111
I_kwDODunzps5LAi4_
4,439
TIMIT won't load after manual download: Errors about files that don't exist
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[ "To have some context, please see:\r\n- #4145\r\n\r\nPlease, also note that we have recently made some fixes to the script, which are in our GitHub master branch but not yet released:\r\n- #4422\r\n- #4425 \r\n- #4436", "Thanks Albert! I'll try pulling `datasets` from the git repo instead of PyPI, and/or just wai...
2022-06-02T16:35:56Z
2022-06-03T08:44:17Z
2022-06-03T08:44:16Z
NONE
null
null
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## Describe the bug I get the message from HuggingFace that it must be downloaded manually. From the URL provided in the message, I got to UPenn page for manual download. (UPenn apparently want $250? for the dataset??) ...So, ok, I obtained a copy from a friend and also a smaller version from Kaggle. But in both c...
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1,258,255,394
PR_kwDODunzps44-vhC
4,438
Fix docstring of inspect_dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-06-02T14:21:10Z
2022-06-02T16:40:55Z
2022-06-02T16:32:27Z
MEMBER
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As pointed out by @sgugger: - huggingface/doc-builder/issues/235
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4,437
Add missing columns to `blended_skill_talk`
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-06-02T14:16:26Z
2022-06-06T15:49:56Z
2022-06-06T15:41:25Z
COLLABORATOR
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Adds the missing columns to `blended_skill_talk` to align the loading logic with [ParlAI](https://github.com/facebookresearch/ParlAI/blob/main/parlai/tasks/blended_skill_talk/build.py). Fix #4426
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1,257,758,834
PR_kwDODunzps449FsU
4,436
Fix directory names for LDC data in timit_asr dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-06-02T06:45:04Z
2022-06-02T09:32:56Z
2022-06-02T09:24:27Z
MEMBER
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Related to: - #4422
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1,257,496,552
I_kwDODunzps5K89_o
4,435
Load a local cached dataset that has been modified
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[ "Hi! `datasets` caches every modification/loading, so you can either rerun the pipeline up to the `map` call or use `Dataset.from_file(modified_dataset)` to load the dataset directly from the cache file.", "Awesome, hvala Mario! This works. " ]
2022-06-02T01:51:49Z
2022-06-02T23:59:26Z
2022-06-02T23:59:18Z
NONE
null
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## Describe the bug I have loaded a dataset as follows: ``` d = load_dataset("emotion", split="validation") ``` Afterwards I make some modifications to the dataset via a `map` call: ``` d.map(some_update_func, cache_file_name=modified_dataset) ``` This generates a cached version of the dataset on my local syst...
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PR_kwDODunzps443mAr
4,434
Fix dummy dataset generation script for handling nested types of _URLs
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2022-06-01T14:53:15Z
2022-06-07T12:08:28Z
2022-06-07T09:24:09Z
CONTRIBUTOR
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It seems that when user specify nested _URLs structures in their dataset script. An error will be raised when generating dummy dataset. I think the types of all elements in `dummy_data_dict.values()` should be checked because they may have different types. Linked to issue #4428 PS: I am not sure whether my co...
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PR_kwDODunzps442P5L
4,433
Fix script fetching and local path handling in `inspect_dataset` and `inspect_metric`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Added back the `[:]` and a comment to explain why this is needed. " ]
2022-06-01T12:09:56Z
2022-06-09T10:34:54Z
2022-06-09T10:26:07Z
COLLABORATOR
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Fix #4348
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Fix builder docstring
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2022-06-01T09:45:30Z
2022-06-02T17:43:47Z
2022-06-02T17:35:15Z
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Currently, the args of `DatasetBuilder` do not appear in the docs: https://huggingface.co/docs/datasets/v2.1.0/en/package_reference/builder_classes#datasets.DatasetBuilder
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Add personaldialog datasets
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[ "These test errors are related to issue #4428 \r\n", "_The documentation is not available anymore as the PR was closed or merged._", "I only made a trivial modification in my commit https://github.com/huggingface/datasets/pull/4431/commits/402c893d35224d7828176717233909ac5f1e7b3e\r\n\r\nI have submitted a PR #4...
2022-06-01T01:20:40Z
2022-06-11T12:40:23Z
2022-06-11T12:31:16Z
CONTRIBUTOR
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It seems that all tests are passed
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Add ability to load newer, cleaner version of Multi-News
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[ "Hi! Our versioning is based on Git revisions (the `revision` param in `load_dataset`), so you can just replace the old URL with the new one and open a PR :). I can also give you some pointers if needed.", "@mariosasko Awesome thanks! I will do that. Looks like this new version of the data is not available as a z...
2022-05-31T21:00:44Z
2022-06-07T17:14:44Z
2022-06-07T17:14:44Z
CONTRIBUTOR
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**Is your feature request related to a problem? Please describe.** The [Multi-News dataloader points to the original version of the Multi-News dataset](https://github.com/huggingface/datasets/blob/12540dd75015678ec6019f258d811ee107439a73/datasets/multi_news/multi_news.py#L47), but this has [known errors in it](https...
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Update builder docstring for deprecated/added arguments
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@mishig25 is investigating why deprecated/added do not affect the enclosed text format when used in args docstring: no special formatting appears: \r\n- https://moon-ci-docs.huggingface.co/docs/datasets/pr_4429/en/package_reference/b...
2022-05-31T17:37:25Z
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This PR updates the builder docstring with deprecated/added directives for arguments name/config_name. Follow up of: - #4414 - huggingface/doc-builder#233 First merge: - #4432
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Errors when building dummy data if you use nested _URLS
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2022-05-31T16:10:57Z
2022-06-07T09:24:09Z
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CONTRIBUTOR
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## Describe the bug When making dummy data with the `datasets-cli dummy_data` tool, an error will be raised if you use a nested _URLS in your dataset script. Traceback (most recent call last): File "/home/name/LCCC/datasets/src/datasets/commands/datasets_cli.py", line 43, in <module> main() File "/hom...
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Add HF.co for PRs/Issues for specific datasets
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2022-05-31T14:31:21Z
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As in https://github.com/huggingface/transformers/pull/17485, issues and PR for datasets under a namespace have to be on the HF Hub
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Add loading variable number of columns for different splits
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[ "Hi! Indeed the column is missing, but you shouldn't get an error? Have you made some modifications (locally) to the loading script? I've opened a PR to add the missing columns to the script. " ]
2022-05-31T13:40:16Z
2022-06-03T16:25:25Z
2022-06-03T16:25:25Z
NONE
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**Is your feature request related to a problem? Please describe.** The original dataset `blended_skill_talk` consists of different sets of columns for the different splits: (test/valid) splits have additional data column `label_candidates` that the (train) doesn't have. When loading such data, an exception occurs at ...
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Make extensions case-insensitive in timit_asr dataset
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Related to #4422.
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2022-05-31T08:47:45Z
2022-05-31T13:50:50Z
2022-05-31T13:42:31Z
MEMBER
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Fix #4422.
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Add new dataset MMChat
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thanks ! As for https://github.com/huggingface/datasets/pull/4431 please also update the licensing section in https://huggingface.co/datasets/silver/mmchat ;)\r\n\r\nThen if it's fine for you feel free to close this PR" ]
2022-05-31T04:45:07Z
2022-06-11T12:40:52Z
2022-06-11T12:31:42Z
CONTRIBUTOR
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Hi, I am adding a new dataset MMChat. It seems that all tests are passed
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Cannot load timit_asr data set
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[ "Thanks for reporting, @bhaddow.\r\n\r\nI'm fixing it.", "Thanks for the quick fix!", "@bhaddow we have also made a fix so that you don't have to convert to uppercase the file extensions of the LDC data.\r\n\r\nWould you mind checking if it works OK now for you and reporting if there are any issues? Thanks. ", ...
2022-05-30T22:00:22Z
2022-06-02T06:34:05Z
2022-05-31T13:42:31Z
NONE
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## Describe the bug I am trying to load the timit_asr data set. I have tried with a copy from the LDC, and a copy from deepai. In both cases they fail with a "duplicate key" error. With the LDC version I have to convert the file extensions all to upper-case before I can load it at all. ## Steps to reproduce the bug...
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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
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This change enables loading bzipped datasets, just like any other compressed dataset.
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Metric evaluation problems in multi-node, shared file system
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[ "If you call `metric.compute` in a distributed setup like yours, then `metric.compute` is called in each process. `metric.compute` first calls `metric.add_batch`, and it looks like your error appears at that stage.\r\n\r\nTo make sure that all the processes have started writing their predictions/references at the s...
2022-05-30T13:24:05Z
2023-07-11T09:33:18Z
2023-07-11T09:33:17Z
NONE
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## Describe the bug Metric evaluation fails in multi-node within a shared file system, because the master process cannot find the lock files from other nodes. (This issue was originally mentioned in the transformers repo https://github.com/huggingface/transformers/issues/17412) ## Steps to reproduce the bug 1. c...
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Update `unittest` assertions over tuples from `assertEqual` to `assertTupleEqual`
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[ "Hi! If the only goal is to improve readability, it's better to use `assertTupleEqual` than `assertSequenceEqual` for Python tuples. Also, note that this function is called internally by `assertEqual`, but I guess we can accept a PR to be more verbose.", "Hi @mariosasko, right! I'll update the issue title/desc wi...
2022-05-30T12:13:18Z
2022-09-30T16:01:37Z
2022-09-30T16:01:37Z
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**Is your feature request related to a problem? Please describe.** So this is more a readability improvement rather than a proposal, wouldn't it be better to use `assertTupleEqual` over the tuples rather than `assertEqual`? As `unittest` added that function in `v3.1`, as detailed at https://docs.python.org/3/library...
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Add dataset MMChat
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2022-05-30T10:10:40Z
2022-05-30T14:58:18Z
2022-05-30T14:58:18Z
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how to convert a dict generator into a huggingface dataset.
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[ "@albertvillanova @lhoestq , could you please help me on this issue. ", "Hi ! As mentioned on the [forum](https://discuss.huggingface.co/t/how-to-wrap-a-generator-with-hf-dataset/18464), the simplest for now would be to define a [dataset script](https://huggingface.co/docs/datasets/dataset_script) which can conta...
2022-05-29T16:28:27Z
2022-09-16T14:44:19Z
2022-09-16T14:44:19Z
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### Link _No response_ ### Description Hey there, I have used seqio to get a well distributed mixture of samples from multiple dataset. However the resultant output from seqio is a python generator dict, which I cannot produce back into huggingface dataset. The generator contains all the samples needed for ...
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Add LCCC dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Thank you very much for your help @albertvillanova .\r\n\r\nI think I have fixed all the comments.\r\n\r\nPlease let me know if this PR need further modification ;)", "@albertvillanova Thank you very much for your kind help.\r\nThe...
2022-05-29T12:27:19Z
2022-06-15T10:28:59Z
2022-06-02T09:13:46Z
CONTRIBUTOR
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Hi, I am trying to add a new dataset lccc. All tests are passed.
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Update `dataset_infos.json` with new split info in `Dataset.push_to_hub` to avoid verification error
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-05-27T17:03:42Z
2022-06-07T12:42:25Z
2022-06-07T12:33:52Z
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Update `dataset_infos.json` when pushing splits one by one via `Dataset.push_to_hub` to avoid the splits verification error. TODO: ~~- [ ] handle token + `{Audio, Image}.embed_storage`~~ - [x] tests
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Rename DatasetBuilder config_name
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2022-05-27T09:28:02Z
2022-05-31T15:07:21Z
2022-05-31T14:58:51Z
MEMBER
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This PR renames the DatasetBuilder keyword argument `name` to `config_name` so that: - it avoids confusion with the attribute `DatasetBuilder.name`, which is different - it aligns with the Dataset property name `config_name`, defined in `DatasetInfoMixin.config_name` Other simpler possibility could be to rename it...
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Dataset Viewer issue for ett
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[ "Thanks for reporting @dgcnz.\r\n\r\nI have checked that the dataset works fine in streaming mode.\r\n\r\nAdditionally, other datasets containing timestamps are properly rendered by the viewer: https://huggingface.co/datasets/blbooks\r\n\r\nI have tried to force the refresh of the preview, but the endpoint is not r...
2022-05-27T02:12:35Z
2022-06-15T07:30:46Z
2022-06-15T07:30:46Z
NONE
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### Link https://huggingface.co/datasets/ett ### Description Timestamp is not JSON serializable. ``` Status code: 500 Exception: Status500Error Message: Type is not JSON serializable: Timestamp ``` ### Owner No
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Skip hidden files/directories in data files resolution and `iter_files`
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[ "_The documentation is not available anymore as the PR was closed or merged._", "This PR (via new release) broke many transformers tests.\r\n\r\nI will try to post a summary shortly.\r\n\r\ncc: @ydshieh ", "So now it can't handle a local path via: `--train_file tests/deepspeed/../fixtures/tests_samples/wmt_en_r...
2022-05-26T12:10:28Z
2022-06-15T17:11:25Z
2022-06-01T13:04:16Z
COLLABORATOR
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Fix #4115
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[ "🤗 This PR closes https://github.com/huggingface/datasets/issues/4398", "_The documentation is not available anymore as the PR was closed or merged._", "Hi! Thanks for reporting and providing a fix. I made a small change to make the fix easier to understand.", "Hi, @mariosasko thanks! It makes sense, sorry I...
2022-05-26T11:40:06Z
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As explained at #4398, when calling `dataset.add_faiss_index` under certain conditions when calling a sequence of operations `cast_column`, `map`, and `remove_columns`, it fails as it's trying to look for already removed columns. So on, after testing some possible fixes, it seems that setting the dataset format righ...
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The `spider` dataset is distributed under the [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/legalcode) license. Fix #4401.
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[ "@lhoestq Maybe I'm missing something, but what's the reason to read and encode PCM files to WAV in `Audio.encode_example`. Isn't the whole purpose of the decodable types to operate on raw files whenever possible? IMO this PR should only modify `Audio.decode_example` to support PCM files/bytes decoding.", "Becaus...
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CONTRIBUTOR
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first of all, please look #4323 why i can not use {"path","array","sampling_rate"} because sf.write(format="wav") and sf.read(BytesIO) is changed my pcm data value maybe, i think wav got header but, pcm is not. and variable naming, pcm data is "byte" type. so, "array" name is not fair i think so, i use scipy l...
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Update imagenet gate
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[ "Thanks for reporting, @jiangwy99.\r\n\r\nI guess this could be addressed only once we fix our issue with irresponsive backend endpoint.\r\n\r\nCC: @severo ", "I've just sent the forcing of the refresh of the preview to the new endpoint.", "Fixed, thanks for the patience. The issue was the amount of RAM allowed...
2022-05-25T20:18:33Z
2022-06-07T18:39:16Z
2022-06-07T18:39:16Z
NONE
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### Link https://huggingface.co/datasets/conll2012_ontonotesv5 ### Description Dataset viewer outage. ### Owner No
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