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https://api.github.com/repos/huggingface/datasets/issues/2444
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911,297,139
MDU6SXNzdWU5MTEyOTcxMzk=
2,444
Sentence Boundaries missing in Dataset: xtreme / udpos
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2021-06-04T09:10:26Z
2021-06-18T11:53:43Z
2021-06-18T11:53:43Z
CONTRIBUTOR
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I was browsing through annotation guidelines, as suggested by the datasets introduction. The guidlines saids "There must be exactly one blank line after every sentence, including the last sentence in the file. Empty sentences are not allowed." in the [Sentence Boundaries and Comments section](https://universaldepend...
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2,443
Some tests hang on Windows
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2021-06-03T00:27:30Z
2021-06-28T08:47:39Z
2021-06-28T08:47:39Z
COLLABORATOR
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Currently, several tests hang on Windows if the max path limit of 260 characters is not disabled. This happens due to the changes introduced by #2223 that cause an infinite loop in `WindowsFileLock` described in #2220. This can be very tricky to debug, so I think now is a good time to address these issues/PRs. IMO thr...
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2,442
add english language tags for ~100 datasets
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2021-06-02T16:24:56Z
2021-06-04T09:51:40Z
2021-06-04T09:51:39Z
CONTRIBUTOR
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As discussed on Slack, I have manually checked for ~100 datasets that they have at least one subset in English. This information was missing so adding into the READMEs. Note that I didn't check all the subsets so it's possible that some of the datasets have subsets in other languages than English...
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DuplicatedKeysError on personal dataset
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2021-06-01T17:59:41Z
2021-06-04T23:50:03Z
2021-06-04T23:50:03Z
NONE
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## Describe the bug Ever since today, I have been getting a DuplicatedKeysError while trying to load my dataset from my own script. Error returned when running this line: `dataset = load_dataset('/content/drive/MyDrive/Thesis/Datasets/book_preprocessing/goodreads_maharjan_trimmed_and_nered/goodreadsnered.py')` Note ...
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908,521,954
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2,440
Remove `extended` field from dataset tagger
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2021-06-01T17:18:42Z
2021-06-09T09:06:31Z
2021-06-09T09:06:30Z
MEMBER
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## Describe the bug While working on #2435 I used the [dataset tagger](https://huggingface.co/datasets/tagging/) to generate the missing tags for the YAML metadata of each README.md file. However, it seems that our CI raises an error when the `extended` field is included: ``` dataset_name = 'arcd' @pytest.m...
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Better error message when trying to access elements of a DatasetDict without specifying the split
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2021-06-01T17:04:32Z
2021-06-15T16:03:23Z
2021-06-07T08:54:35Z
MEMBER
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As mentioned in #2437 it'd be nice to to have an indication to the users when they try to access an element of a DatasetDict without specifying the split name. cc @thomwolf
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908,461,914
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Fix NQ features loading: reorder fields of features to match nested fields order in arrow data
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2021-06-01T16:09:30Z
2021-06-04T09:02:31Z
2021-06-04T09:02:31Z
MEMBER
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As mentioned in #2401, there is an issue when loading the features of `natural_questions` since the order of the nested fields in the features don't match. The order is important since it matters for the underlying arrow schema. To fix that I re-order the features based on the arrow schema: ```python inferred_fe...
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Better error message when using the wrong load_from_disk
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2021-06-01T09:43:22Z
2021-06-08T18:03:50Z
2021-06-08T18:03:50Z
MEMBER
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As mentioned in #2424, the error message when one tries to use `Dataset.load_from_disk` to load a DatasetDict object (or _vice versa_) can be improved. I added a suggestion in the error message to let users know that they should use the other one.
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Update DatasetMetadata and ReadMe
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2021-06-01T09:32:37Z
2021-06-14T13:23:27Z
2021-06-14T13:23:26Z
CONTRIBUTOR
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This PR contains the changes discussed in #2395. **Edit**: In addition to those changes, I'll be updating the `ReadMe` as follows: Currently, `Section` has separate parsing and validation error lists. In `.validate()`, we add these lists to the final lists and throw errors. One way to make `ReadMe` consistent...
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Insert Extractive QA templates for SQuAD-like datasets
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2021-05-31T14:09:11Z
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This PR adds task templates for 9 SQuAD-like templates with the following properties: * 1 config * A schema that matches the `squad` one (i.e. same column names, especially for the nested `answers` column because the current implementation does not support casting with mismatched columns. see #2434) * Less than 20...
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Extend QuestionAnsweringExtractive template to handle nested columns
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2021-05-31T14:06:51Z
2022-10-05T17:06:28Z
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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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2,433
Fix DuplicatedKeysError in adversarial_qa
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2021-05-31T13:48:47Z
2021-06-01T08:52:11Z
2021-06-01T08:52:11Z
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Fixes #2431
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Fix CI six installation on linux
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For some reason we end up with this error in the linux CI when running pip install .[tests] ``` pip._vendor.resolvelib.resolvers.InconsistentCandidate: Provided candidate AlreadyInstalledCandidate(six 1.16.0 (/usr/local/lib/python3.6/site-packages)) does not satisfy SpecifierRequirement('six>1.9'), SpecifierRequireme...
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DuplicatedKeysError when trying to load adversarial_qa
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2021-05-31T12:11:19Z
2021-06-01T08:54:03Z
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## Describe the bug A clear and concise description of what the bug is. ## Steps to reproduce the bug ```python dataset = load_dataset('adversarial_qa', 'adversarialQA') ``` ## Expected results The dataset should be loaded into memory ## Actual results >DuplicatedKeysError: FAILURE TO GENERATE DATASET ...
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2,430
Add version-specific BibTeX
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2021-05-31T10:05:42Z
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As pointed out by @lhoestq in #2411, after the creation of the Zenodo DOI for Datasets, a new BibTeX entry is created with each release. This PR adds a version-specific BibTeX entry, besides the existing one which is generic for the project. See version-specific BibTeX entry here: https://zenodo.org/record/481776...
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Rename QuestionAnswering template to QuestionAnsweringExtractive
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2021-05-31T10:04:42Z
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Following the discussion with @thomwolf in #2255, this PR renames the QA template to distinguish extractive vs abstractive QA. The abstractive template will be added in a future PR.
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2021-05-31T07:22:52Z
2021-06-04T10:22:33Z
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Saving Graph/Structured Data in Datasets
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2021-05-29T13:35:21Z
2021-06-02T01:21:03Z
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Thanks for this amazing library! And my question is I have structured data that is organized with a graph. For example, a dataset with users' friendship relations and user's articles. When I try to save a python dict in the dataset, an error occurred ``did not recognize Python value type when inferring an Arrow data ty...
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2,425
Fix Docstring Mistake: dataset vs. metric
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2021-05-29T06:09:53Z
2021-06-01T08:18:04Z
2021-06-01T08:18:04Z
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PR to fix #2412
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load_from_disk and save_to_disk are not compatible with each other
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2021-05-28T23:07:10Z
2021-06-08T19:22:32Z
2021-06-08T19:22:32Z
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## Describe the bug load_from_disk and save_to_disk are not compatible. When I use save_to_disk to save a dataset to disk it works perfectly but given the same directory load_from_disk throws an error that it can't find state.json. looks like the load_from_disk only works on one split ## Steps to reproduce the bug ...
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905,935,753
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2,423
add `desc` in `map` for `DatasetDict` object
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2021-05-28T19:28:44Z
2021-05-31T14:51:23Z
2021-05-31T13:08:04Z
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`desc` in `map` currently only works with `Dataset` objects. This PR adds support for `DatasetDict` objects as well
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2,422
Fix save_to_disk nested features order in dataset_info.json
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2021-05-28T15:03:28Z
2021-05-28T15:26:57Z
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Fix issue https://github.com/huggingface/datasets/issues/2267 The order of the nested features matters (pyarrow limitation), but the save_to_disk method was saving the features types as JSON with `sort_keys=True`, which was breaking the order of the nested features.
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doc: fix typo HF_MAX_IN_MEMORY_DATASET_SIZE_IN_BYTES
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2021-05-28T14:52:10Z
2021-06-04T09:52:45Z
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MAX_MEMORY_DATASET_SIZE_IN_BYTES should be HF_MAX_MEMORY_DATASET_SIZE_IN_BYTES
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2,420
Updated Dataset Description
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2021-05-28T07:10:51Z
2021-06-10T12:11:35Z
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Added Point of contact information and several other details about the dataset.
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adds license information for DailyDialog.
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2021-05-27T23:03:42Z
2021-05-31T13:16:52Z
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add utf-8 while reading README
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2021-05-27T18:12:28Z
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It was causing tests to fail in Windows (see #2416). In Windows, the default encoding is CP1252 which is unable to decode the character byte 0x9d
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Make datasets PEP-561 compliant
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2021-05-27T16:16:17Z
2021-05-28T13:10:10Z
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Allows to type-check datasets with `mypy` when imported as a third-party library PEP-561: https://www.python.org/dev/peps/pep-0561 MyPy doc on the subject: https://mypy.readthedocs.io/en/stable/installed_packages.html
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Add KLUE dataset
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2021-05-27T15:49:51Z
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Add `KLUE (Korean Language Understanding Evaluation)` dataset released recently from [paper](https://arxiv.org/abs/2105.09680), [github](https://github.com/KLUE-benchmark/KLUE) and [webpage](https://klue-benchmark.com/tasks). Please let me know if there's anything missing in the code or README. Thanks!
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Cached dataset not loaded
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2021-05-27T15:40:06Z
2021-06-02T13:15:47Z
2021-06-02T13:15:47Z
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## Describe the bug I have a large dataset (common_voice, english) where I use several map and filter functions. Sometimes my cached datasets after specific functions are not loaded. I always use the same arguments, same functions, no seed… ## Steps to reproduce the bug ```python def filter_by_duration(batch): ...
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Update README.md
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2021-05-27T14:53:19Z
2021-06-28T13:46:14Z
2021-06-28T13:04:56Z
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Provides description of data instances and dataset features
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AttributeError: 'DatasetInfo' object has no attribute 'task_templates'
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2021-05-27T13:44:28Z
2021-06-01T01:05:47Z
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CONTRIBUTOR
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## Describe the bug Hello, I'm trying to add dataset and contribute, but test keep fail with below cli. ` RUN_SLOW=1 pytest tests/test_dataset_common.py::LocalDatasetTest::test_load_dataset_all_configs_<my_dataset>` ## Steps to reproduce the bug It seems like a bug when I see an error with the existing dataset,...
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Docstring mistake: dataset vs. metric
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2021-05-27T13:39:11Z
2021-06-01T08:18:04Z
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CONTRIBUTOR
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This: https://github.com/huggingface/datasets/blob/d95b95f8cf3cb0cff5f77a675139b584dcfcf719/src/datasets/load.py#L582 Should better be something like: `a metric identifier on HuggingFace AWS bucket (list all available metrics and ids with ``datasets.list_metrics()``)` I can provide a PR l8er...
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Add DOI badge to README
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Once published the latest release, the DOI badge has been automatically generated by Zenodo.
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fix #2391 add original answers in kilt-TriviaQA
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2021-05-27T11:54:29Z
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cc @yjernite is it ok like this?
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Add HF_ prefix to env var MAX_IN_MEMORY_DATASET_SIZE_IN_BYTES
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As mentioned in https://github.com/huggingface/datasets/pull/2399 the env var should be prefixed by HF_
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Fix head_qa keys
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There were duplicate in the keys, as mentioned in #2382
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.map() function got an unexpected keyword argument 'cache_file_name'
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2021-05-27T01:54:26Z
2021-05-27T13:46:40Z
2021-05-27T13:46:40Z
NONE
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## Describe the bug I'm trying to save the result of datasets.map() to a specific file, so that I can easily share it among multiple computers without reprocessing the dataset. However, when I try to pass an argument 'cache_file_name' to the .map() function, it throws an error that ".map() function got an unexpected...
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Add guide on using task templates to documentation
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2021-05-26T16:28:26Z
2022-10-05T17:07:00Z
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Once we have a stable API on the text classification and question answering task templates, add a guide on how to use them in the documentation.
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Add dataset tags
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2021-05-25T18:57:29Z
2021-05-26T16:54:16Z
2021-05-26T16:40:07Z
CONTRIBUTOR
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The dataset tags were provided by Peter Clark following the guide.
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Paperswithcode dataset mapping
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2021-05-25T18:14:26Z
2021-05-26T11:21:25Z
2021-05-26T11:17:18Z
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This is a continuation of https://github.com/huggingface/huggingface_hub/pull/43, encoded directly inside dataset cards. As discussed: - `paperswithcode_id: null` when the dataset doesn't exist on paperswithcode's side. - I've added this new key at the end of the yaml instead of ordering all keys alphabetically as...
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Free datasets with cache file in temp dir on exit
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2021-05-24T22:15:11Z
2021-05-26T17:25:19Z
2021-05-26T16:39:29Z
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This PR properly cleans up the memory-mapped tables that reference the cache files inside the temp dir. Since the built-in `_finalizer` of `TemporaryDirectory` can't be modified, this PR defines its own `TemporaryDirectory` class that accepts a custom clean-up function. Fixes #2402
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PermissionError on Windows when using temp dir for caching
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2021-05-24T21:22:59Z
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Currently, the following code raises a PermissionError on master if working on Windows: ```python # run as a script or call exit() in REPL to initiate the temp dir cleanup from datasets import * d = load_dataset("sst", split="train", keep_in_memory=False) set_caching_enabled(False) d.map(lambda ex: ex) ``` ...
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load_dataset('natural_questions') fails with "ValueError: External features info don't match the dataset"
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2021-05-24T18:38:53Z
2021-06-09T09:07:25Z
2021-06-09T09:07:25Z
NONE
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## Describe the bug load_dataset('natural_questions') throws ValueError ## Steps to reproduce the bug ```python from datasets import load_dataset datasets = load_dataset('natural_questions', split='validation[:10]') ``` ## Expected results Call to load_dataset returns data. ## Actual results ``` Using ...
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Concatenate several datasets with removed columns is not working.
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2021-05-24T17:40:15Z
2021-05-25T05:52:01Z
2021-05-25T05:51:59Z
CONTRIBUTOR
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## Describe the bug You can't concatenate datasets when you removed columns before. ## Steps to reproduce the bug ```python from datasets import load_dataset, concatenate_datasets wikiann= load_dataset("wikiann","en") wikiann["train"] = wikiann["train"].remove_columns(["langs","spans"]) wikiann["test"] =...
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Add env variable for MAX_IN_MEMORY_DATASET_SIZE_IN_BYTES
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2021-05-24T17:19:15Z
2021-05-27T09:07:15Z
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Add env variable for `MAX_IN_MEMORY_DATASET_SIZE_IN_BYTES`. This will allow to turn off default behavior: loading in memory (and not caching) small datasets. Fix #2387.
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News_commentary Dataset Translation Pairs are of Incorrect Language Specified Pairs
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2021-05-24T10:03:34Z
2022-10-05T17:13:49Z
2022-10-05T17:13:49Z
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I used load_dataset to load the news_commentary dataset for "ar-en" translation pairs but found translations from Arabic to Hindi. ``` train_ds = load_dataset("news_commentary", "ar-en", split='train[:98%]') val_ds = load_dataset("news_commentary", "ar-en", split='train[98%:]') # filtering out examples that a...
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2021-05-24T08:18:55Z
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As read in the [paper](https://www.aclweb.org/anthology/2020.findings-emnlp.445.pdf), Table 11.
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strange datasets from OSCAR corpus
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2021-05-23T13:06:02Z
2021-06-17T13:54:37Z
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![image](https://user-images.githubusercontent.com/50871412/119260850-4f876b80-bc07-11eb-8894-124302600643.png) ![image](https://user-images.githubusercontent.com/50871412/119260875-675eef80-bc07-11eb-9da4-ee27567054ac.png) From the [official site ](https://oscar-corpus.com/), the Yue Chinese dataset should have 2.2K...
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`pretty_name` for dataset in YAML tags
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2021-05-22T09:24:45Z
2022-09-23T13:29:14Z
2022-09-23T13:29:13Z
CONTRIBUTOR
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I'm updating `pretty_name` for datasets in YAML tags as discussed with @lhoestq. Here are the first 10, please let me know if they're looking good. If dataset has 1 config, I've added `pretty_name` as `config_name: full_name_of_dataset` as config names were `plain_text`, `default`, `squad` etc (not so important in t...
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Update text classification template labels in DatasetInfo __post_init__
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2021-05-21T15:29:41Z
2021-05-28T11:37:35Z
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This PR implements the idea discussed in #2389 to update the `labels` of the `TextClassification` template in the `DatasetInfo.__post_init__`. The main reason for doing so is so avoid duplicating the label definitions in both `DatasetInfo.features` and `DatasetInfo.task_templates`. To avoid storing state in `Dataset...
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Missing original answers in kilt-TriviaQA
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2021-05-21T14:57:07Z
2021-06-14T17:29:11Z
2021-06-14T17:29:11Z
CONTRIBUTOR
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I previously opened an issue at https://github.com/facebookresearch/KILT/issues/42 but from the answer of @fabiopetroni it seems that the problem comes from HF-datasets ## Describe the bug The `answer` field in kilt-TriviaQA, e.g. `kilt_tasks['train_triviaqa'][0]['output']['answer']` contains a list of alternative ...
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Add check for task templates on dataset load
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2021-05-21T10:16:57Z
2021-05-21T15:49:09Z
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This PR adds a check that the features of a dataset match the schema of each compatible task template.
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Insert task templates for text classification
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2021-05-21T08:36:26Z
2021-05-28T15:28:58Z
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This PR inserts text-classification templates for datasets with the following properties: * Only one config * At most two features of `(Value, ClassLabel)` type Note that this misses datasets like `sentiment140` which only has `Value` type features - these will be handled in a separate PR
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2021-05-21T07:22:35Z
2021-06-04T17:39:45Z
2021-06-04T17:39:45Z
MEMBER
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## Describe the bug It seems that the URLs for the following datasets are invalid: - [ ] `bn_hate_speech` has been renamed: https://github.com/rezacsedu/Bengali-Hate-Speech-Dataset/commit/c67ecfc4184911e12814f6b36901f9828df8a63a - [ ] `covid_tweets_japanese` has been renamed: http://www.db.info.gifu-u.ac.jp/covi...
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datasets 1.6 ignores cache
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2021-05-21T00:12:58Z
2021-05-26T16:07:54Z
2021-05-26T16:07:54Z
CONTRIBUTOR
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Moving from https://github.com/huggingface/transformers/issues/11801#issuecomment-845546612 Quoting @VictorSanh: > > I downgraded datasets to `1.5.0` and printed `tokenized_datasets.cache_files` (L335): > > > `{'train': [{'filename': '/home/victor/.cache/huggingface/datasets/openwebtext10k/plain_text/1.0.0/...
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Accessing Arrow dataset cache_files
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2021-05-20T23:57:43Z
2021-05-21T19:18:03Z
2021-05-21T19:18:03Z
NONE
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## Describe the bug In datasets 1.5.0 the following code snippet would have printed the cache_files: ``` train_data = load_dataset('conll2003', split='train', cache_dir='data') print(train_data.cache_files[0]['filename']) ``` However, in the newest release (1.6.1), it prints an empty list. I also tried l...
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update citations
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2021-05-20T17:54:08Z
2021-05-21T12:38:18Z
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CONTRIBUTOR
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To update citations for [Offenseval_dravidiain](https://huggingface.co/datasets/offenseval_dravidian)
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Add args description to DatasetInfo
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Closes #2354 I am not sure what `post_processed` and `post_processing_size` correspond to, so have left them empty for now. I also took a guess at some of the other fields like `dataset_size` vs `size_in_bytes`, so might have misunderstood their meaning.
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2021-05-19T18:59:23Z
2021-05-21T12:53:22Z
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Improves the example in the rounding subsection of the Split API docs. With this change, it should more clear what's the difference between the `closest` and the `pct1_dropremainder` rounding.
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DuplicatedKeysError: FAILURE TO GENERATE DATASET ! load_dataset('head_qa', 'en')
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2021-05-30T13:26:16Z
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Hello everyone, I try to use head_qa dataset in [https://huggingface.co/datasets/viewer/?dataset=head_qa&config=en](url) ``` !pip install datasets from datasets import load_dataset dataset = load_dataset( 'head_qa', 'en') ``` When I write above load_dataset(.), it throws the following: ``` Duplicated...
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add dataset card title
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2021-05-19T15:30:03Z
2021-05-20T18:51:40Z
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few of them were missed by me earlier which I've added now
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maintain YAML structure reading from README
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2021-05-19T12:12:07Z
2021-05-19T13:08:38Z
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How YAML used be loaded earlier in the string (structure of YAML was affected because of this and YAML for datasets with multiple configs was not being loaded correctly): ``` annotations_creators: labeled_final: - expert-generated labeled_swap: - expert-generated unlabeled_final: - machine-generated language_c...
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Make sure that there's no duplidate keys in yaml tags. I added the check in the yaml tree constructor's method, so that the verification is done at every level in the yaml structure. cc @julien-c
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2021-05-19T08:11:12Z
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Some of the datasets in `datasets` are missing a `dataset_infos.json` file, e.g. ``` [PosixPath('datasets/chr_en/chr_en.py'), PosixPath('datasets/chr_en/README.md')] [PosixPath('datasets/telugu_books/README.md'), PosixPath('datasets/telugu_books/telugu_books.py')] [PosixPath('datasets/reclor/README.md'), PosixPat...
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ArrowDataset.save_to_disk produces files that cannot be read using pyarrow.feather
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## Describe the bug A clear and concise description of what the bug is. ## Steps to reproduce the bug ```python from datasets import load_dataset from pyarrow import feather dataset = load_dataset('imdb', split='train') dataset.save_to_disk('dataset_dir') table = feather.read_table('dataset_dir/dataset.arro...
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2021-05-18T23:13:40Z
2021-06-02T20:39:57Z
2021-05-25T15:30:54Z
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Improves the code quality of the `TaskTemplate` dataclasses. Changes: * replaces `return NotImplemented` with raise `NotImplementedError` * replaces `sorted` with `len` in the uniqueness check * defines `label2id` and `id2label` in the `TextClassification` template as properties * replaces the `object.__setatt...
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# Dataset Streaming ## API Current API is ```python from datasets import load_dataset # Load an IterableDataset without downloading data snli = load_dataset("snli", streaming=True) # Access examples by streaming data print(next(iter(snli["train"]))) # {'premise': 'A person on a horse jumps over a br...
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894,579,364
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2,374
add `desc` to `tqdm` in `Dataset.map()`
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2021-05-18T16:44:29Z
2021-05-27T15:44:04Z
2021-05-26T14:59:21Z
CONTRIBUTOR
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Fixes #2330. Please let me know if anything is also required in this
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2,373
Loading dataset from local path
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2021-05-18T15:20:50Z
2021-05-18T15:36:36Z
2021-05-18T15:36:35Z
NONE
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I'm trying to load a local dataset with the code below ``` ds = datasets.load_dataset('my_script.py', data_files='corpus.txt', data_dir='/data/dir', cache_dir='.') ``` But internally a BuilderConfig is created, which tries to u...
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2,372
ConvQuestions benchmark added
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2021-05-18T15:16:50Z
2021-05-26T10:31:45Z
2021-05-26T10:31:45Z
CONTRIBUTOR
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Hello, I would like to integrate our dataset on conversational QA. The answers are grounded in the KG. The work was published in CIKM 2019 (https://dl.acm.org/doi/10.1145/3357384.3358016). We hope for further research on how to deal with the challenges of factoid conversational QA. Thanks! :)
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Align question answering tasks with sub-domains
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2021-05-18T09:47:59Z
2023-07-25T16:52:05Z
2023-07-25T16:52:04Z
MEMBER
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As pointed out by @thomwolf in #2255 we should consider breaking with the pipeline taxonomy of `transformers` to account for the various types of question-answering domains: > `question-answering` exists in two forms: abstractive and extractive question answering. > > we can keep a generic `question-answering` bu...
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Adding HendrycksTest dataset
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2021-05-17T18:53:05Z
2023-05-11T05:42:57Z
2021-05-31T16:37:13Z
CONTRIBUTOR
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Adding Hendrycks test from https://arxiv.org/abs/2009.03300. I'm having a bit of trouble with dummy data creation because some lines in the csv files aren't being loaded properly (only the first entry loaded in a row of length 6). The dataset is loading just fine. Hope you can kindly help! Thank you!
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correct labels of conll2003
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2021-05-17T17:37:54Z
2021-05-18T08:27:42Z
2021-05-18T08:27:42Z
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# What does this PR It fixes/extends the `ner_tags` for conll2003 to include all. Paper reference https://arxiv.org/pdf/cs/0306050v1.pdf Model reference https://huggingface.co/elastic/distilbert-base-cased-finetuned-conll03-english/blob/main/config.json
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Allow "other-X" in licenses
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2021-05-17T14:47:54Z
2021-05-17T16:36:27Z
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This PR allows "other-X" licenses during metadata validation. @lhoestq
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Remove getchildren from hyperpartisan news detection
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2021-05-17T13:10:37Z
2021-05-17T14:07:13Z
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`Element.getchildren()` is now deprecated in the ElementTree library (I think in python 3.9, so it still passes the automated tests which are using 3.6. But for those of us on bleeding-edge distros it now fails). https://bugs.python.org/issue29209
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Json loader fails if user-specified features don't match the json data fields order
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2021-05-17T10:26:08Z
2021-06-16T10:47:49Z
2021-06-16T10:47:49Z
MEMBER
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If you do ```python dataset = load_dataset("json", data_files=data_files, features=features) ``` Then depending on the order of the features in the json data field it fails: ```python [...] ~/Desktop/hf/datasets/src/datasets/packaged_modules/json/json.py in _generate_tables(self, files) 94 if s...
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Missing ClassLabel encoding in Json loader
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2021-05-17T10:19:10Z
2021-06-28T15:05:34Z
2021-06-28T15:05:34Z
MEMBER
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Currently if you want to load a json dataset this way ```python dataset = load_dataset("json", data_files=data_files, features=features) ``` Then if your features has ClassLabel types and if your json data needs class label encoding (i.e. if the labels in the json files are strings and not integers), then it would ...
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README updated for SNLI, MNLI
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2021-05-15T11:37:59Z
2021-05-17T14:14:27Z
2021-05-17T13:34:19Z
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Closes #2275. Mentioned about -1 labels in MNLI, SNLI and how they should be removed before training. @lhoestq `check_code_quality` test might fail for MNLI as the license name `other-Open Portion of the American National Corpus` is not a registered tag for 'licenses'
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Fix web_nlg metadata
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2021-05-14T17:15:07Z
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Our metadata storage system does not support `.` inside keys. cc @Pierrci
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Preserve dtype for numpy/torch/tf/jax arrays
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2021-05-14T14:45:23Z
2021-08-17T08:30:04Z
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Fixes #625. This lets the user preserve the dtype of numpy array to pyarrow array which was getting lost due to conversion of numpy array -> list -> pyarrow array.
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Automatically detect datasets with compatible task schemas
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2021-05-14T14:23:40Z
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See description of #2255 for details.
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Allow model labels to be passed during task preparation
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2021-05-14T13:58:28Z
2022-10-05T17:37:22Z
2022-10-05T17:37:22Z
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Models have a config with label2id. And we have the same for datasets with the ClassLabel feature type. At one point either the model or the dataset must sync with the other. It would be great to do that on the dataset side. For example for sentiment classification on amazon reviews with you could have these labels:...
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Roman Urdu Stopwords List
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2021-05-13T18:29:27Z
2021-05-19T08:50:43Z
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NONE
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A list of most frequently used Roman Urdu words with different spellings and usages. This is a very basic effort to collect some basic stopwords for Roman Urdu to help efforts of analyzing text data in roman Urdu which makes up a huge part of daily internet interaction of Roman-Urdu users.
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Adding Microsoft CodeXGlue Datasets
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2021-05-13T00:43:01Z
2021-06-08T09:29:57Z
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Hi there, this is a new pull request to get the CodeXGlue datasets into the awesome HF datasets lib. Most of the work has been done in this PR #997 by the awesome @madlag. However, that PR has been stale for a while now and so I spoke with @lhoestq about finishing up the final mile and so he told me to open a new PR wi...
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normalized TOCs and titles in data cards
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I started fixing some of the READMEs that were failing the tests introduced by @gchhablani but then realized that there were some consistent differences between earlier and newer versions of some of the titles (e.g. Data Splits vs Data Splits Sample Size, Supported Tasks vs Supported Tasks and Leaderboards). We also ha...
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**Is your feature request related to a problem? Please describe.** As noted in PR #2255, the attributes of `DatasetInfo` are not documented in the [docs](https://huggingface.co/docs/datasets/package_reference/main_classes.html?highlight=datasetinfo#datasetinfo). It would be nice to do so :)
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Update README vallidation rules
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2021-05-12T16:57:26Z
2021-05-14T08:56:06Z
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This PR allows unexpected subsections under third-level headings. All except `Contributions`. @lhoestq
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Set to_json default to JSON lines
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With this PR, the method `Dataset.to_json`: - is added to the docs - defaults to JSON lines
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simpllify faiss index save
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2021-05-12T03:54:10Z
2021-05-17T13:41:41Z
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Fixes #2350 In some cases, Faiss GPU index objects do not have neither "device" nor "getDevice". Possibly this happens when some part of the index is computed on CPU. In particular, this would happen with the index `OPQ16_128,IVF512,PQ32` (issue #2350). I did check it, but it is likely that `OPQ` or `PQ` transfor...
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`FaissIndex.save` throws error on GPU
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2021-05-12T03:41:56Z
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## Describe the bug After training an index with a factory string `OPQ16_128,IVF512,PQ32` on GPU, `.save_faiss_index` throws this error. ``` File "index_wikipedia.py", line 119, in <module> data["train"].save_faiss_index("text_emb", index_save_path) File "/home/vlialin/miniconda3/envs/cat/lib/python3.8...
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Update task_ids for Ascent KB
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2021-05-11T20:44:33Z
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This "other-other-knowledge-base" task is better suited for the dataset.
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Add tests for dataset cards
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2021-05-11T17:14:27Z
2021-05-21T12:10:47Z
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Adding tests for dataset cards This PR will potentially remove the scripts being used for dataset tags and readme validation. Additionally, this will allow testing dataset readmes by providing the name as follows: ```bash pytest tests/test_dataset_cards.py::test_dataset_tags[fashion_mnist] ``` and ```bas...
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Add an API to access the language and pretty name of a dataset
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2021-05-11T14:10:08Z
2022-10-05T17:16:54Z
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It would be super nice to have an API to get some metadata of the dataset from the name and args passed to `load_dataset`. This way we could programmatically infer the language and the name of a dataset when creating model cards automatically in the Transformers examples scripts.
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Add Qasper Dataset
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2021-05-11T09:25:44Z
2021-05-18T12:28:28Z
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[Question Answering on Scientific Research Papers](https://allenai.org/project/qasper/home) Doing NLP on NLP papers to do NLP ♻️ I had to add it~ - [x] Add README (just gotta fill out some more ) - [x] Dataloader code - [x] Make dummy dataset - [x] generate dataset infos - [x] Tests
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[Question] How to move and reuse preprocessed dataset?
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2021-05-11T09:09:17Z
2021-06-11T04:39:11Z
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Hi, I am training a gpt-2 from scratch using run_clm.py. I want to move and reuse the preprocessed dataset (It take 2 hour to preprocess), I tried to : copy path_to_cache_dir/datasets to new_cache_dir/datasets set export HF_DATASETS_CACHE="new_cache_dir/" but the program still re-preprocess the whole dataset...
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Is there a way to join multiple datasets in one?
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2021-05-10T23:16:10Z
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**Is your feature request related to a problem? Please describe.** I need to join 2 datasets, one that is in the hub and another I've created from my files. Is there an easy way to join these 2? **Describe the solution you'd like** Id like to join them with a merge or join method, just like pandas dataframes. **Add...
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Columns are removed before or after map function applied?
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2021-05-10T02:36:20Z
2022-10-24T11:31:55Z
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## Describe the bug According to the documentation when applying map function the [remove_columns ](https://huggingface.co/docs/datasets/processing.html#removing-columns) will be removed after they are passed to the function, but in the [source code](https://huggingface.co/docs/datasets/package_reference/main_classes....
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Docs - CER above 1
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2021-05-09T23:41:00Z
2021-05-10T13:34:00Z
2021-05-10T13:34:00Z
CONTRIBUTOR
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CER can actually be greater than 1.
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Added the Ascent KB
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2021-05-09T14:17:39Z
2021-05-11T09:16:59Z
2021-05-11T09:16:59Z
CONTRIBUTOR
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Added the Ascent Commonsense KB of 8.9M assertions. - Paper: [Advanced Semantics for Commonsense Knowledge Extraction (WWW'21)](https://arxiv.org/abs/2011.00905) - Website: https://ascent.mpi-inf.mpg.de/ (I am the author of the dataset)
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