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https://api.github.com/repos/huggingface/datasets/issues/2484
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919,092,635
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2,484
Implement loading a dataset builder
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2021-06-11T18:47:22
2021-07-05T10:45:57
2021-07-05T10:45:57
MEMBER
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As discussed with @stas00 and @lhoestq, this would allow things like: ```python from datasets import load_dataset_builder dataset_name = "openwebtext" builder = load_dataset_builder(dataset_name) print(builder.cache_dir) ```
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https://api.github.com/repos/huggingface/datasets/issues/1803
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1,803
Querying examples from big datasets is slower than small datasets
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[ "Hello, @lhoestq / @gaceladri : We have been seeing similar behavior with bigger datasets, where querying time increases. Are you folks aware of any solution that fixes this problem yet? ", "Hi ! I'm pretty sure that it can be fixed by using the Arrow IPC file format instead of the raw streaming format but I ha...
2021-02-01T11:08:23
2021-08-04T18:11:01
2021-08-04T18:10:42
MEMBER
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After some experiments with bookcorpus I noticed that querying examples from big datasets is slower than small datasets. For example ```python from datasets import load_dataset b1 = load_dataset("bookcorpus", split="train[:1%]") b50 = load_dataset("bookcorpus", split="train[:50%]") b100 = load_dataset("bookcorp...
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1,327
Add msr_genomics_kbcomp dataset
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2020-12-08T17:18:20
2020-12-08T18:18:32
2020-12-08T18:18:06
CONTRIBUTOR
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2,574
Add streaming in load a dataset docs
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2021-07-01T09:32:53
2021-07-01T14:12:22
2021-07-01T14:12:21
MEMBER
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Mention dataset streaming on the "loading a dataset" page of the documentation
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https://api.github.com/repos/huggingface/datasets/issues/4059
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1,186,149,949
PR_kwDODunzps41TC-o
4,059
Load GitHub datasets from Hub
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Currently the github datasets versioning is synced with the `datasets` lib versioning: when you load a github dataset using `datasets==x.y.z`, then the version of the dataset will be the one at the git tag `x.y.z`. This is for reprod...
2022-03-30T09:21:56
2022-09-16T12:43:26
2022-09-16T12:40:43
MEMBER
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We have recurrently had connection errors when requesting GitHub because sometimes the site is not available. This PR requests the Hub instead, once all GitHub datasets are mirrored on the Hub. Fix #2048 Related to: - #4051 - #3210 - #2787 - #2075 - #2036
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https://api.github.com/repos/huggingface/datasets/issues/1768
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792,150,745
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1,768
Mention kwargs in the Dataset Formatting docs
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2021-01-22T16:43:20
2021-01-31T12:33:10
2021-01-25T09:14:59
CONTRIBUTOR
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Hi, This was discussed in Issue #1762 where the docs didn't mention that keyword arguments to `datasets.Dataset.set_format()` are allowed. To prevent people from having to check the code/method docs, I just added a couple of lines in the docs. Please let me know your thoughts on this. Thanks, Gunjan @lho...
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https://api.github.com/repos/huggingface/datasets/issues/3527
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Update README.md
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2022-01-04T23:39:41
2022-01-05T00:23:50
2022-01-05T00:23:50
CONTRIBUTOR
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Adding licensing information.
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MultiWOZ Dataset NonMatchingChecksumError
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[ "Hi Brady! I met the similar issue, it stuck in the downloading stage instead of download anything, maybe it is broken. After I change the downloading from URLs to one url of the [Multiwoz project](https://github.com/budzianowski/multiwoz/archive/44f0f8479f11721831c5591b839ad78827da197b.zip) and use dirs to get sep...
2021-09-22T23:45:00
2022-03-15T16:07:02
2022-03-15T16:07:02
NONE
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## Describe the bug The checksums for the downloaded MultiWOZ dataset and source MultiWOZ dataset aren't matching. ## Steps to reproduce the bug Both of the below dataset versions yield the checksum error: ```python from datasets import load_dataset dataset = load_dataset('multi_woz_v22', 'v2.2') dataset = loa...
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BERTScore Error
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[ "Hi,\r\n\r\nThe `use_fast_tokenizer` argument has been recently added to the bert-score lib. I've opened a PR with the fix. In the meantime, you can try to downgrade the version of bert-score with the following command to make the code work:\r\n```\r\npip uninstall bert-score\r\npip install \"bert-score<0.3.10\"\r\...
2021-08-06T15:58:57
2021-08-09T11:16:25
2021-08-09T11:16:25
NONE
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## Describe the bug A clear and concise description of what the bug is. ## Steps to reproduce the bug ```python predictions = ["hello there", "general kenobi"] references = ["hello there", "general kenobi"] bert = load_metric('bertscore') bert.compute(predictions=predictions, references=references,lang='en') ...
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WIP: Initial shades loading script and readme
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[ "Thanks for your contribution, @shayne-longpre.\r\n\r\nAre you still interested in adding this dataset? As we are transferring the dataset scripts from this GitHub repo, we would recommend you to add this to the Hugging Face Hub: https://huggingface.co/datasets" ]
2022-04-27T17:45:43
2022-10-03T09:36:35
2022-10-03T09:36:35
NONE
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fixed one instance of 'train' to 'test'
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[ "Thanks ! good catch\r\n\r\nCould you also update the metadata of this dataset ?\r\nYou can do so by running\r\n```\r\ndatasets-cli test ./datasets/newsgroup --all_configs --save_infos --ignore_verifications\r\n```\r\nThis should update the dataset_infos.json file that contains the size of all the splits for exampl...
2021-04-15T04:26:40
2021-04-15T22:09:50
2021-04-15T21:19:09
CONTRIBUTOR
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I believe this should be 'test' instead of 'train'
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added TTC4900: A Benchmark Data for Turkish Text Categorization dataset
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[ "@lhoestq, can you help with creating dummy_data?\r\n", "Hi @yavuzKomecoglu did you manage to build the dummy data ?", "> Hi @yavuzKomecoglu did you manage to build the dummy data ?\r\n\r\nHi, sorry for the return. I've created dummy_data.zip manually.", "> Nice thank you !\r\n> \r\n> Before we merge can you ...
2020-12-13T12:43:33
2020-12-18T10:09:01
2020-12-18T10:09:01
CONTRIBUTOR
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This PR adds the TTC4900 dataset which is a Turkish Text Categorization dataset by me and @basakbuluz. Homepage: [https://www.kaggle.com/savasy/ttc4900](https://www.kaggle.com/savasy/ttc4900) Point of Contact: [Savaş Yıldırım](mailto:savasy@gmail.com) / @savasy
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Add dataset yoruba_wordsim353
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[ "merging since the CI is fixed on master" ]
2020-12-09T21:54:29
2020-12-11T13:34:04
2020-12-11T13:34:04
CONTRIBUTOR
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Contains loading script as well as dataset card including YAML tags.
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Implement Dataset to JSON
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Implement `Dataset.to_json`.
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Small updates to to_tf_dataset documentation
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[ "@stevhliu Accepted both suggestions, thanks for the review!" ]
2021-11-04T17:22:01
2021-11-04T18:55:38
2021-11-04T18:55:37
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I added a little more description about `to_tf_dataset` compared to just setting the format
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Add FreebaseQA dataset
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[ "Hi ! It looks like this PR contains changes about other datasets than freebase_qa such as DuoRC.\r\n\r\nCan you remove these changes please ?", "Hi @lhoestq,\r\n\r\nI think this happened because of rebasing. I'm unable to remove the duorc commit from the branch. GEM, Arabic sarcasm datasets are also there. I ca...
2021-02-02T08:35:53
2021-02-03T17:15:05
2021-02-03T16:43:06
CONTRIBUTOR
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Adding FreebaseQA dataset suggested in PR #1435 with minor edits. Also closes that PR. Requesting @lhoestq to review.
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dataset.search() (elastic) cannot reliably retrieve search results
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[ "Hi !\r\nI tried your code on my side and I was able to workaround this issue by waiting a few seconds before querying the index.\r\nMaybe this is because the index is not updated yet on the ElasticSearch side ?", "Thanks for the feedback! I added a 30 second \"sleep\" and that seemed to work well!" ]
2021-01-21T02:26:37
2021-01-22T00:25:50
2021-01-22T00:25:50
NONE
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I am trying to use elastic search to retrieve the indices of items in the dataset in their precise order, given shuffled training indices. The problem I have is that I cannot retrieve reliable results with my data on my first search. I have to run the search **twice** to get the right answer. I am indexing data t...
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4,752
DatasetInfo issue when testing multiple configs: mixed task_templates
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[ "I've narrowed down the issue to the `dataset_module_factory` which already creates a `dataset_infos.json` file down in the `.cache/modules/dataset_modules/..` folder. That JSON file already contains the wrong task_templates for `unfiltered`.", "Ugh. Found the issue: apparently `datasets` was reusing the already ...
2022-07-27T12:04:54
2022-08-08T18:20:50
null
CONTRIBUTOR
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## Describe the bug When running the `datasets-cli test` it would seem that some config properties in a DatasetInfo get mangled, leading to issues, e.g., about the ClassLabel. ## Steps to reproduce the bug In summary, what I want to do is create three configs: - unfiltered: no classlabel, no tasks. Gets data fr...
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Dataset Viewer issue for hungnm/multilingual-amazon-review-sentiment-processed
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2022-07-09T18:03:15
2022-07-11T07:47:15
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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Remove apache_beam import from module level in natural_questions dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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Instead of importing `apache_beam` at the module level, import it in the method `_build_pcollection`. Fix #4779.
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Add Rico Dataset
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[ "Hi ! Thanks for adding this dataset :)\r\n\r\nRegarding your questions:\r\n1. We can have them as different configuration of the `rico` dataset\r\n2. Yes please use the path to the image and not open the image directly, so that we can let users open the image one at at time during training if they want to for exam...
2021-06-11T20:17:41
2022-10-03T09:38:18
2022-10-03T09:38:18
NONE
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Hi there! I'm wanting to add the Rico datasets for software engineering type data to y'alls awesome library. However, as I have started coding, I've ran into a few hiccups so I thought it best to open the PR early to get a bit of discussion on how the Rico datasets should be added to the `datasets` lib. 1) There ...
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Fix `tqdm` zip bug
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[ "@albertvillanova Thanks for your comment. What do you think about creating 2 `pbar` for each case? I see the `pbar_iterable` is initialized differently. Maybe `pbar` can also be initialized like that.", "@albertvillanova Another solution I implemented is to change `pbar_iterable` and add the `zip` to it. I updat...
2022-10-16T22:19:18
2022-10-23T10:27:53
2022-10-19T08:53:17
CONTRIBUTOR
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This PR solves #5117, by wrapping the entire `zip` clause in tqdm. For more information, please checkout this Stack Overflow thread: https://stackoverflow.com/questions/41171191/tqdm-progressbar-and-zip-built-in-do-not-work-together
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CI is broken: ValueError: Name (mock) already in the registry and clobber is False
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2023-04-11T08:29:46
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CI is broken for `test_py310`. See: https://github.com/huggingface/datasets/actions/runs/4665326892/jobs/8258580948 ``` =========================== short test summary info ============================ ERROR tests/test_builder.py::test_builder_with_filesystem_download_and_prepare - ValueError: Name (mock) already ...
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Multi-processed `Dataset.map` slows down a lot when `import torch`
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[ "A duplicate of https://github.com/huggingface/datasets/issues/5929" ]
2023-07-20T06:36:14
2023-07-21T15:19:37
2023-07-21T15:19:37
NONE
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### Describe the bug When using `Dataset.map` with `num_proc > 1`, the speed slows down much if I add `import torch` to the start of the script even though I don't use it. I'm not sure if it's `torch` only or if any other package that is "large" will also cause the same result. BTW, `import lightning` also slows i...
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Fix sacrebleu tokenizers
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2021-08-10T09:24:27
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Last `sacrebleu` release (v2.0.0) has removed `sacrebleu.TOKENIZERS`: https://github.com/mjpost/sacrebleu/pull/152/files#diff-2553a315bb1f7e68c9c1b00d56eaeb74f5205aeb3a189bc3e527b122c6078795L17-R15 This PR makes a hot fix of the bug by using a private function in `sacrebleu`: `sacrebleu.metrics.bleu._get_tokenizer()...
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2022-08-14T15:09:19
2022-08-14T15:10:02
2022-08-14T15:10:02
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Misc doc improvements
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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...
2023-07-26T12:20:54
2023-07-27T16:16:28
2023-07-27T16:16:02
CONTRIBUTOR
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Removes the warning about requiring to write a dataset loading script to define multiple configurations, as the README YAML can be used instead (for simple cases). Also, deletes the section about using the `BatchSampler` in `torch<=1.12.1` to speed up loading, as `torch 1.12.1` is over a year old (and `torch 2.0` has b...
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Fix some contact information formats
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[ "The CI fail are caused by some missing sections or tags, which is unrelated to this PR. Merging !" ]
2021-11-15T13:50:34
2021-11-15T14:43:55
2021-11-15T14:43:54
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As reported in https://github.com/huggingface/datasets/issues/3188 some contact information are not displayed correctly. This PR fixes this for CoNLL-2002 and some other datasets with the same issue
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JSONDecodeError with HuggingFace dataset viewer
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[ "Hi ! I think the issue comes from the dataset_infos.json file: it has the \"flat\" field twice.\r\n\r\nCan you try deleting this file and regenerating it please ?", "Thanks! That fixed that, but now I am getting:\r\nServer Error\r\nStatus code: 400\r\nException: KeyError\r\nMessage: 'feature'\r\n\r\n...
2021-12-17T12:52:41
2022-02-24T09:10:26
2022-02-24T09:10:26
NONE
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## Dataset viewer issue for 'pubmed_neg' **Link:** https://huggingface.co/datasets/IGESML/pubmed_neg I am getting the error: Status code: 400 Exception: JSONDecodeError Message: Expecting property name enclosed in double quotes: line 61 column 2 (char 1202) I have checked all files - I am not u...
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Start removing canonical datasets logic
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[ "I'm not sure if the documentation explains why the dataset identifiers might have a namespace or not (the user/org): 'glue' vs 'severo/glue'. Do you think we should explain it, and relate it to the GitHub/Hub distinction?", "> I'm not sure if the documentation explains why the dataset identifiers might have a na...
2022-02-22T18:23:30
2022-02-24T15:04:37
2022-02-24T15:04:36
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I updated the source code and the documentation to start removing the "canonical datasets" logic. Indeed this makes the documentation confusing and we don't want this distinction anymore in the future. Ideally users should share their datasets on the Hub directly. ### Changes - the documentation about dataset ...
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Request to Share/Update Dataset Viewer Code
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[ "Hi ! The huggingface/dataset-viewer code was not maintained anymore because we switched to a new dataset viewer that is deployed available for each dataset the Hugging Face website.\r\n\r\nWhat are you using this old repository for ?", "I think these parts are outdated:\r\n\r\n* https://github.com/huggingface/da...
2023-07-11T06:36:09
2023-09-25T12:01:27
2023-09-25T12:01:17
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Overview: The repository (huggingface/datasets-viewer) was recently archived and when I tried to run the code, there was the error message "AttributeError: module 'datasets.load' has no attribute 'prepare_module'". I could not resolve the issue myself due to lack of documentation of that attribute. Request: I k...
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Add SICK dataset
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2021-02-01T15:57:44
2021-02-05T17:46:28
2021-02-05T15:49:25
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Adds the SICK dataset (http://marcobaroni.org/composes/sick.html). Closes #1772. Edit: also closes #1632, which is the original issue requesting the dataset. The newer one is a duplicate.
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More consistent copy logic
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2021-05-09T14:17:33
2021-05-11T08:58:33
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Use `info.copy()` instead of `copy.deepcopy(info)`. `Features.copy` now creates a deep copy.
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Specify arguments as keywords in librosa.reshape to avoid future errors
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2022-11-18T14:58:47
2022-11-21T15:45:02
2022-11-21T15:41:57
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Fixes a warning and future deprecation from `librosa.reshape`: ``` FutureWarning: Pass orig_sr=16000, target_sr=48000 as keyword args. From version 0.10 passing these as positional arguments will result in an error array = librosa.resample(array, sampling_rate, self.sampling_rate, res_type="kaiser_best") ```
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Fix main_classes docs index
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hmm it's still not good \r\n![image](https://user-images.githubusercontent.com/42851186/158429361-e19ce25b-c259-4ded-8473-075deafdbb96.png)\r\n\r\nany idea what could cause this ?", "Ok fixed :)" ]
2022-03-15T16:33:46
2022-03-22T13:49:11
2022-03-22T13:44:04
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Currently the `main_classes` documentation has a wrong index. I believe this comes from issues in the examples of the Translation feature types ![image](https://user-images.githubusercontent.com/42851186/158426345-2ee1ceef-ddf3-4a6f-a93e-d1a8f38a44f5.png)
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load_dataset gives "403" error when using Financial Phrasebank
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[ "Hi @rohitvincent, thanks for reporting.\r\n\r\nUnfortunately I'm not able to reproduce your issue:\r\n```python\r\nIn [2]: from datasets import load_dataset, DownloadMode\r\n ...: load_dataset(path='financial_phrasebank',name='sentences_allagree', download_mode=\"force_redownload\")\r\nDownloading builder script...
2022-07-21T08:43:32
2022-08-04T08:32:35
2022-08-04T08:32:35
NONE
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I tried both codes below to download the financial phrasebank dataset (https://huggingface.co/datasets/financial_phrasebank) with the sentences_allagree subset. However, the code gives a 403 error when executed from multiple machines locally or on the cloud. ``` from datasets import load_dataset, DownloadMode load...
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MRPC test set differences between torch and tensorflow datasets
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[ "Realized that `tensorflow_datasets` is not provided by Huggingface and should therefore raise the issue there." ]
2021-06-07T14:20:26
2021-06-07T14:34:32
2021-06-07T14:34:32
NONE
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## Describe the bug When using `load_dataset("glue", "mrpc")` to load the MRPC dataset, the test set includes the labels. When using `tensorflow_datasets.load('glue/{}'.format('mrpc'))` to load the dataset the test set does not contain the labels. There should be consistency between torch and tensorflow ways of import...
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Adding OPUS MultiUN
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2020-12-09T09:29:01
2020-12-09T17:54:20
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Adding UnMulti http://www.euromatrixplus.net/multi-un/
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Add PB and TB in convert_file_size_to_int
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Fix hashing for python 3.9
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[ "_The documentation is not available anymore as the PR was closed or merged._", "What do you think @albertvillanova ?" ]
2022-06-16T16:42:31
2022-06-28T13:33:46
2022-06-28T13:23:06
MEMBER
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In python 3.9, pickle hashes the `glob_ids` dictionary in addition to the `globs` of a function. Therefore the test at `tests/test_fingerprint.py::RecurseDumpTest::test_recurse_dump_for_function_with_shuffled_globals` is currently failing for python 3.9 To make hashing deterministic when the globals are not in th...
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