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load_metric from local "glue.py" meet error 'NoneType' object is not callable
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[ "@Frankie123421 what was the resolution to this?", "> @Frankie123421 what was the resolution to this?\r\n\r\nuse glue_metric.py instead of glue.py in load_metric", "thank you!" ]
https://api.github.com/repos/huggingface/datasets
NONE
actual_task = "mnli" if task == "mnli-mm" else task dataset = load_dataset(path='/home/glue.py', name=actual_task) metric = load_metric(path='/home/glue.py', name=actual_task) --------------------------------------------------------------------------- TypeError Traceback (most recent...
2021-08-25T21:44:05Z
https://github.com/huggingface/datasets/issues/2117
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Creating custom dataset results in error while calling the map() function
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[ "Hi,\r\n\r\nthe `_data` attribute is missing due to `MyDataset.__init__` not calling the parent `__init__`. However, I don't think it's a good idea to subclass the `datasets.Dataset` class (e.g. it's kind of dangerous to override `datasets.Dataset.__getitem__`). Instead, it's better to follow the \"association over...
https://api.github.com/repos/huggingface/datasets
NONE
calling `map()` of `datasets` library results into an error while defining a Custom dataset. Reproducible example: ``` import datasets class MyDataset(datasets.Dataset): def __init__(self, sentences): "Initialization" self.samples = sentences def __len__(self): "Denotes the ...
2021-03-31T14:30:32Z
https://github.com/huggingface/datasets/issues/2116
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The datasets.map() implementation modifies the datatype of os.environ object
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In our testing, we noticed that the datasets.map() implementation is modifying the datatype of python os.environ object from '_Environ' to 'dict'. This causes following function calls to fail as follows: ` x = os.environ.get("TEST_ENV_VARIABLE_AFTER_dataset_map", default=None) TypeError: get() takes...
2021-03-26T15:13:52Z
https://github.com/huggingface/datasets/issues/2115
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Support for legal NLP datasets (EURLEX, ECtHR cases and EU-REG-IR)
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[ "> Awesome thank you :)\r\n> This is really cool\r\n> \r\n> I left a few comments.\r\n> \r\n> Also it looks like the dummy data are quite big (100-200KB each). Can you try to reduce their sizes please ? For example I noticed that all the jsonl files inside the `dummy_data.zip` files have 20 lines. Can you only keep...
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
Add support for two legal NLP datasets: - EURLEX (https://www.aclweb.org/anthology/P19-1636/) - ECtHR cases (https://arxiv.org/abs/2103.13084) - EU-REG-IR (https://arxiv.org/abs/2101.10726)
2021-03-31T10:38:50Z
https://github.com/huggingface/datasets/pull/2114
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Implement Dataset as context manager
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When used as context manager, it would be safely deleted if some exception is raised. This will avoid > During handling of the above exception, another exception occurred:
2021-03-31T11:30:14Z
https://github.com/huggingface/datasets/pull/2113
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Support for legal NLP datasets (EURLEX and ECtHR cases)
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CONTRIBUTOR
Add support for two legal NLP datasets: - EURLEX (https://www.aclweb.org/anthology/P19-1636/) - ECtHR cases (https://arxiv.org/abs/2103.13084)
2021-03-25T18:39:31Z
https://github.com/huggingface/datasets/pull/2112
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Compute WER metric iteratively
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[ "I discussed with Patrick and I think we could have a nice addition: have a parameter `concatenate_texts` that, if `True`, uses the old implementation.\r\n\r\nBy default `concatenate_texts` would be `False`, so that sentences are evaluated independently, and to save resources (the WER computation has a quadratic co...
https://api.github.com/repos/huggingface/datasets
MEMBER
Compute WER metric iteratively to avoid MemoryError. Fix #2078.
2021-04-06T07:20:43Z
https://github.com/huggingface/datasets/pull/2111
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Fix incorrect assertion in builder.py
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[ "Hi ! The SplitInfo is not always available. By default you would get `split_info.num_examples == 0`\r\nSo unfortunately we can't use this assertion you suggested", "> Hi ! The SplitInfo is not always available. By default you would get `split_info.num_examples == 0`\r\n> So unfortunately we can't use this assert...
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
Fix incorrect num_examples comparison assertion in builder.py
2021-04-12T13:33:03Z
https://github.com/huggingface/datasets/pull/2110
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Add more issue templates and customize issue template chooser
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[ "If you agree, I could also add a link to [Discussions](https://github.com/huggingface/datasets/discussions) in order to reinforce the use of Discussion to make Questions (instead of Issues).\r\n\r\nI could also add some other templates: Bug, Feature Request,...", "@theo-m we wrote our same comments at the same t...
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MEMBER
When opening an issue, it is not evident for the users how to choose a blank issue template. There is a link at the bottom of all the other issue templates (`Don’t see your issue here? Open a blank issue.`), but this is not very visible for users. This is the reason why many users finally chose the `add-dataset` templa...
2021-04-19T06:20:11Z
https://github.com/huggingface/datasets/pull/2109
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Is there a way to use a GPU only when training an Index in the process of add_faisis_index?
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Motivation - Some FAISS indexes like IVF consist of the training step that clusters the dataset into a given number of indexes. It would be nice if we can use a GPU to do the training step and covert the index back to CPU as mention in [this faiss example](https://gist.github.com/mdouze/46d6bbbaabca0b9778fca37ed2bcccf6...
2021-03-25T06:31:43Z
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https://api.github.com/repos/huggingface/datasets/issues/2107
[ "> Also I was wondering this is really needed to have `utils.metadata` as a submodule of `datasets` ? This is only used by the CI so I'm not sure we should have this in the actual `datasets` package.\r\n\r\nI'm unclear on the suggestion, would you rather have a root-level `./metadata.py` file? I think it's well whe...
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
- `pydantic` metadata schema with dedicated validators against our taxonomy - ci script to validate new changes against this schema and start a vertuous loop - soft validation on tasks ids since we expect the taxonomy to undergo some changes in the near future for reference with the current validation we have ~365...
2021-04-26T08:27:14Z
https://github.com/huggingface/datasets/pull/2107
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WMT19 Dataset for Kazakh-English is not formatted correctly
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2021-03-23T20:14:47Z
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https://api.github.com/repos/huggingface/datasets/issues/2106
[ "Hi ! Thanks for reporting\r\n\r\nBy looking at the raw `news-commentary-v14.en-kk.tsv` file, it looks like there are at least 17 lines with this issue.\r\nMoreover these issues are not always the same:\r\n- L97 is only `kk` text and must be appended at the end of the `kk` text of the **next** line\r\n- L2897 is on...
https://api.github.com/repos/huggingface/datasets
NONE
In addition to the bug of languages being switched from Issue @415, there are incorrect translations in the dataset because the English-Kazakh translations have a one off formatting error. The News Commentary v14 parallel data set for kk-en from http://www.statmt.org/wmt19/translation-task.html has a bug here: > ...
2021-03-25T21:36:20Z
https://github.com/huggingface/datasets/issues/2106
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Request to remove S2ORC dataset
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2021-03-23T19:43:06Z
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https://api.github.com/repos/huggingface/datasets/issues/2105
[ "Hello @kyleclo! Currently, we are getting the data from your bucket, so if you remove it the HF script won't work anymore :) \r\n\r\nUntil you solve things on your end, @lhoestq suggested we just return a warning message when people try to load that dataset from HF. What would you like it to say?", "Hi @kyleclo,...
https://api.github.com/repos/huggingface/datasets
NONE
Hi! I was wondering if it's possible to remove [S2ORC](https://huggingface.co/datasets/s2orc) from hosting on Huggingface's platform? Unfortunately, there are some legal considerations about how we make this data available. Happy to add back to Huggingface's platform once we work out those hurdles! Thanks!
2021-08-04T19:18:02Z
https://github.com/huggingface/datasets/issues/2105
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Trouble loading wiki_movies
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2021-03-23T18:59:54Z
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https://api.github.com/repos/huggingface/datasets/issues/2104
[ "Hi ! `wiki_movies` was added in `datasets==1.2.0`. However it looks like you have `datasets==1.1.2`.\r\n\r\nTo use `wiki_movies`, please update `datasets` with\r\n```\r\npip install --upgrade datasets\r\n```", "Thanks a lot! That solved it and I was able to upload a model trained on it as well :)" ]
https://api.github.com/repos/huggingface/datasets
NONE
Hello, I am trying to load_dataset("wiki_movies") and it gives me this error - `FileNotFoundError: Couldn't find file locally at wiki_movies/wiki_movies.py, or remotely at https://raw.githubusercontent.com/huggingface/datasets/1.1.2/datasets/wiki_movies/wiki_movies.py or https://s3.amazonaws.com/datasets.huggingfa...
2022-03-30T08:22:58Z
https://github.com/huggingface/datasets/issues/2104
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citation, homepage, and license fields of `dataset_info.json` are duplicated many times
https://api.github.com/repos/huggingface/datasets/issues/2103/events
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https://api.github.com/repos/huggingface/datasets/issues/2103
[ "Thanks for reporting :)\r\nMaybe we can concatenate fields only if they are different.\r\n\r\nCurrently this is done here:\r\n\r\nhttps://github.com/huggingface/nlp/blob/349ac4398a3bcae6356f14c5754483383a60e8a4/src/datasets/info.py#L180-L196\r\n\r\nThis can be a good first contribution to the library.\r\nPlease co...
https://api.github.com/repos/huggingface/datasets
NONE
This happens after a `map` operation when `num_proc` is set to `>1`. I tested this by cleaning up the json before running the `map` op on the dataset so it's unlikely it's coming from an earlier concatenation. Example result: ``` "citation": "@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {...
2021-04-06T14:39:59Z
https://github.com/huggingface/datasets/issues/2103
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Move Dataset.to_csv to csv module
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MEMBER
Move the implementation of `Dataset.to_csv` to module `datasets.io.csv`.
2021-03-24T14:07:35Z
https://github.com/huggingface/datasets/pull/2102
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MIAM dataset - new citation details
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838,586,184
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https://api.github.com/repos/huggingface/datasets/issues/2101
[ "Hi !\r\nLooks like there's a unicode error in the new citation in the miam.py file.\r\nCould you try to fix it ? Not sure from which character it comes from though\r\n\r\nYou can test if it works on your side with\r\n```\r\nRUN_SLOW=1 pytest tests/test_dataset_common.py::LocalDatasetTest::test_load_dataset_all_con...
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
Hi @lhoestq, I have updated the citations to reference an OpenReview preprint.
2021-03-23T18:08:10Z
https://github.com/huggingface/datasets/pull/2101
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2021-03-23T18:03:49Z
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Fix deprecated warning message and docstring
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[ "I have a question: what about `dictionary_encode_column_`?\r\n- It is deprecated in Dataset, but it recommends using a non-existing method instead: `Dataset.dictionary_encode_column` does not exist.\r\n- It is NOT deprecated in DatasetDict.", "`dictionary_encode_column_ ` should be deprecated since it never work...
https://api.github.com/repos/huggingface/datasets
MEMBER
Fix deprecated warnings: - Use deprecated Sphinx directive in docstring - Fix format of deprecated message - Raise FutureWarning
2021-03-24T08:19:41Z
https://github.com/huggingface/datasets/pull/2100
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load_from_disk takes a long time to load local dataset
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2021-03-23T09:28:37Z
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https://api.github.com/repos/huggingface/datasets/issues/2099
[ "Hi !\r\nCan you share more information about the features of your dataset ? You can get them by printing `my_dataset.features`\r\nCan you also share the code of your `map` function ?", "It is actually just the tokenized `wikipedia` dataset with `input_ids`, `attention_mask`, etc, with one extra column which is a...
https://api.github.com/repos/huggingface/datasets
NONE
I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helpin...
2021-03-23T17:12:16Z
https://github.com/huggingface/datasets/issues/2099
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SQuAD version
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[ "Hi ! This is 1.1 as specified by the download urls here:\r\n\r\nhttps://github.com/huggingface/nlp/blob/349ac4398a3bcae6356f14c5754483383a60e8a4/datasets/squad/squad.py#L50-L55", "Got it. Thank you~" ]
https://api.github.com/repos/huggingface/datasets
NONE
Hi~ I want train on squad dataset. What's the version of the squad? Is it 1.1 or 1.0? I'm new in QA, I don't find some descriptions about it.
2021-03-26T09:48:54Z
https://github.com/huggingface/datasets/issues/2098
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fixes issue #1110 by descending further if `obj["_type"]` is a dict
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https://api.github.com/repos/huggingface/datasets/issues/2097
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https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
Check metrics
2021-03-22T21:01:11Z
https://github.com/huggingface/datasets/pull/2097
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CoNLL 2003 dataset not including German
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https://api.github.com/repos/huggingface/datasets/issues/2096
[ "Hello. I've been looking for information about German Conll2003 and found your question. Official site (https://www.clips.uantwerpen.be/conll2003/ner/) mentions that organizers provide only annotation. German texts (ECI Multilingual Text Corpus) are not freely available and can be ordered from the Linguistic Data ...
https://api.github.com/repos/huggingface/datasets
NONE
Hello, thanks for all the work on developing and maintaining this amazing platform, which I am enjoying working with! I was wondering if there is a reason why the German CoNLL 2003 dataset is not included in the [repository](https://github.com/huggingface/datasets/tree/master/datasets/conll2003), since a copy of it ...
2023-07-25T16:49:07Z
https://github.com/huggingface/datasets/issues/2096
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2021-03-25T14:35:54Z
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Fix: Allows a feature to be named "_type"
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[ "Nice thank you !\r\nThis looks like a pretty simple yet effective fix ;)\r\nCould you just add a test in `test_features.py` to make sure that you can create `features` with a `_type` field and that it is possible to convert it as a dict and reload it ?\r\n```python\r\nfrom datasets import Features, Value\r\n\r\n# ...
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
This PR tries to fix issue #1110. Sorry for taking so long to come back to this. It's a simple fix, but i am not sure if it works for all possible types of `obj`. Let me know what you think @lhoestq
2021-03-25T14:35:54Z
https://github.com/huggingface/datasets/pull/2093
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How to disable making arrow tables in load_dataset ?
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[ "Hi ! We plan to add streaming features in the future.\r\n\r\nThis should allow to load a dataset instantaneously without generating the arrow table. The trade-off is that accessing examples from a streaming dataset must be done in an iterative way, and with an additional (but hopefully minor) overhead.\r\nWhat do ...
https://api.github.com/repos/huggingface/datasets
NONE
Is there a way to disable the construction of arrow tables, or to make them on the fly as the dataset is being used ?
2022-06-01T16:49:52Z
https://github.com/huggingface/datasets/issues/2092
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Fix copy snippet in docs
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CONTRIBUTOR
With this change the lines starting with `...` in the code blocks can be properly copied to clipboard.
2021-03-24T08:20:50Z
https://github.com/huggingface/datasets/pull/2091
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Add machine translated multilingual STS benchmark dataset
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[ "Hello dear maintainer, are there any comments or questions about this PR?", "@iamollas thanks for the feedback. I did not see the template.\r\nI improved it...", "Should be clean for merge IMO.", "@lhoestq CI is green. ;-)", "Thanks again ! this is awesome :)", "Thanks for merging. :-)" ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
also see here https://github.com/PhilipMay/stsb-multi-mt
2021-03-29T13:24:42Z
https://github.com/huggingface/datasets/pull/2090
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Add documentaton for dataset README.md files
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[ "Hi ! We are using the [datasets-tagging app](https://github.com/huggingface/datasets-tagging) to select the tags to add.\r\n\r\nWe are also adding the full list of tags in #2107 \r\nThis covers multilinguality, language_creators, licenses, size_categories and task_categories.\r\n\r\nIn general if you want to add a...
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
Hi, the dataset README files have special headers. Somehow a documenation of the allowed values and tags is missing. Could you add that? Just to give some concrete questions that should be answered imo: - which values can be passted to multilinguality? - what should be passed to language_creators? - which valu...
2023-07-25T16:45:38Z
https://github.com/huggingface/datasets/issues/2089
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change bibtex template to author instead of authors
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https://api.github.com/repos/huggingface/datasets/issues/2088
[ "Trailing whitespace was removed. So more changes in diff than just this fix." ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
Hi, IMO when using BibTex Author should be used instead of Authors. See here: http://www.bibtex.org/Using/de/ Thanks Philip
2021-03-23T15:40:12Z
https://github.com/huggingface/datasets/pull/2088
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Update metadata if dataset features are modified
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[ "@lhoestq I'll try to add a test later if you think this approach with the wrapper is good.", "Awesome thank you !\r\nYes this approach with a wrapper is good :)", "@lhoestq Added a test. To verify that this change fixes the problem, replace:\r\n```\r\n!pip install datasets==1.5\r\n```\r\nwith:\r\n```\r\n!pip i...
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
This PR adds a decorator that updates the dataset metadata if a previously executed transform modifies its features. Fixes #2083
2021-04-09T09:25:33Z
https://github.com/huggingface/datasets/pull/2087
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change user permissions to -rw-r--r--
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[ "I tried this with `ade_corpus_v2` dataset. `ade_corpus_v2-train.arrow` (downloaded dataset) and `cache-25d41a4d3c2d8a25.arrow` (ran a mapping function on the dataset) both had file permission with octal value of `0644`. " ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
Fix for #2065
2021-03-24T13:59:04Z
https://github.com/huggingface/datasets/pull/2086
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Fix max_wait_time in requests
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MEMBER
it was handled as a min time, not max cc @SBrandeis
2021-03-23T15:36:38Z
https://github.com/huggingface/datasets/pull/2085
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CUAD - Contract Understanding Atticus Dataset
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[ "+1 on this request" ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
## Adding a Dataset - **Name:** CUAD - Contract Understanding Atticus Dataset - **Description:** As one of the only large, specialized NLP benchmarks annotated by experts, CUAD can serve as a challenging research benchmark for the broader NLP community. - **Paper:** https://arxiv.org/abs/2103.06268 - **Data:** http...
2021-04-16T08:50:44Z
https://github.com/huggingface/datasets/issues/2084
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`concatenate_datasets` throws error when changing the order of datasets to concatenate
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[ "Hi,\r\n\r\nthis bug is related to `Dataset.{remove_columns, rename_column, flatten}` not propagating the change to the schema metadata when the info features are updated, so this line is the culprit:\r\n```python\r\ncommon_voice_train = common_voice_train.remove_columns(['client_id', 'up_votes', 'down_votes', 'age...
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
Hey, I played around with the `concatenate_datasets(...)` function: https://huggingface.co/docs/datasets/package_reference/main_classes.html?highlight=concatenate_datasets#datasets.concatenate_datasets and noticed that when the order in which the datasets are concatenated changes an error is thrown where it shou...
2021-04-09T09:25:33Z
https://github.com/huggingface/datasets/issues/2083
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Updated card using information from data statement and datasheet
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I updated and clarified the REFreSD [data card](https://github.com/mcmillanmajora/datasets/blob/refresd_card/datasets/refresd/README.md) with information from the Eleftheria's [website](https://elbria.github.io/post/refresd/). I added brief descriptions where the initial card referred to the paper, and I also recreated...
2021-03-19T14:29:09Z
https://github.com/huggingface/datasets/pull/2082
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Fix docstrings issues
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Fix docstring issues.
2021-04-07T14:37:43Z
https://github.com/huggingface/datasets/pull/2081
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Multidimensional arrays in a Dataset
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[ "Hi !\r\n\r\nThis is actually supported ! but not yet in `from_pandas`.\r\nYou can use `from_dict` for now instead:\r\n```python\r\nfrom datasets import Dataset, Array2D, Features, Value\r\nimport pandas as pd\r\nimport numpy as np\r\n\r\ndataset = {\r\n 'bbox': [\r\n np.array([[1,2,3,4],[1,2,3,4],[1,2,3,...
https://api.github.com/repos/huggingface/datasets
NONE
Hi, I'm trying to put together a `datasets.Dataset` to be used with LayoutLM which is available in `transformers`. This model requires as input the bounding boxes of each of the token of a sequence. This is when I realized that `Dataset` does not support multi-dimensional arrays as a value for a column in a row. ...
2021-03-25T12:46:53Z
https://github.com/huggingface/datasets/issues/2080
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Refactorize Metric.compute signature to force keyword arguments only
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Minor refactoring of Metric.compute signature to force the use of keyword arguments, by using the single star syntax.
2021-03-23T15:31:44Z
https://github.com/huggingface/datasets/pull/2079
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MemoryError when computing WER metric
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[ "Hi ! Thanks for reporting.\r\nWe're indeed using `jiwer` to compute the WER.\r\n\r\nMaybe instead of calling `jiwer.wer` once for all the preditions/references we can compute the WER iteratively to avoid memory issues ? I'm not too familial with `jiwer` but this must be possible.\r\n\r\nCurrently the code to compu...
https://api.github.com/repos/huggingface/datasets
NONE
Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation: ``` wer = load_metric("wer") print(wer.compute(predictions=result["predicted"], references=result["target"])) ``` However, I receive the following exception: `Traceback (most recent call last): File ...
2021-05-01T08:31:49Z
https://github.com/huggingface/datasets/issues/2078
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Bump huggingface_hub version
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`0.0.2 => 0.0.6`
2021-03-18T11:33:26Z
https://github.com/huggingface/datasets/pull/2077
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Issue: Dataset download error
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[ "Hi @XuhuiZhou, thanks for reporting this issue. \r\n\r\nIndeed, the old links are no longer valid (404 Not Found error), and the script must be updated with the new links to Google Drive.", "It would be nice to update the urls indeed !\r\n\r\nTo do this, you just need to replace the urls in `iwslt2017.py` and th...
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NONE
The download link in `iwslt2017.py` file does not seem to work anymore. For example, `FileNotFoundError: Couldn't find file at https://wit3.fbk.eu/archive/2017-01-trnted/texts/zh/en/zh-en.tgz` Would be nice if we could modify it script and use the new downloadable link?
2021-03-22T11:52:31Z
https://github.com/huggingface/datasets/issues/2076
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ConnectionError: Couldn't reach common_voice.py
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[ "Hi @LifaSun, thanks for reporting this issue.\r\n\r\nSometimes, GitHub has some connectivity problems. Could you confirm that the problem persists?", "@albertvillanova Thanks! It works well now. " ]
https://api.github.com/repos/huggingface/datasets
NONE
When I run: from datasets import load_dataset, load_metric common_voice_train = load_dataset("common_voice", "zh-CN", split="train+validation") common_voice_test = load_dataset("common_voice", "zh-CN", split="test") Got: ConnectionError: Couldn't reach https://raw.githubusercontent.com/huggingface/datasets/ma...
2021-03-20T10:29:41Z
https://github.com/huggingface/datasets/issues/2075
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Fix size categories in YAML Tags
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[ "> It would be great if there was a way to make the task categories consistent too. For this, the streamlit app can look into all the datasets and check for existing categories and show them in the list. This may add some consistency.\r\n\r\nWe can also update the task lists here: https://github.com/huggingface/dat...
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
This PR fixes several `size_categories` in YAML tags and makes them consistent. Additionally, I have added a few more categories after `1M`, up to `1T`. I would like to add that to the streamlit app also. This PR also adds a couple of infos that I found missing. The code for generating this: ```python for datas...
2021-03-23T17:11:10Z
https://github.com/huggingface/datasets/pull/2074
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Fixes check of TF_AVAILABLE and TORCH_AVAILABLE
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# What is this PR doing This PR implements the checks if `Tensorflow` and `Pytorch` are available the same way as `transformers` does it. I added the additional checks for the different `Tensorflow` and `torch` versions. #2068
2021-03-18T09:09:25Z
https://github.com/huggingface/datasets/pull/2073
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Fix docstring issues
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[ "I think I will stop pushing to this PR, so that it can me merged for today release. \r\n\r\nI will open another PR for further fixing docs.\r\n\r\nDo you agree, @lhoestq ?", "Sounds good thanks !" ]
https://api.github.com/repos/huggingface/datasets
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Fix docstring issues.
2021-03-24T08:20:57Z
https://github.com/huggingface/datasets/pull/2072
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Multiprocessing is slower than single process
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https://api.github.com/repos/huggingface/datasets/issues/2071
[ "dupe of #1992" ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
```python # benchmark_filter.py import logging import sys import time from datasets import load_dataset, set_caching_enabled if __name__ == "__main__": set_caching_enabled(False) logging.basicConfig(level=logging.DEBUG) bc = load_dataset("bookcorpus") now = time.time() try: ...
2021-03-18T09:10:23Z
https://github.com/huggingface/datasets/issues/2071
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ArrowInvalid issue for squad v2 dataset
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[ "Hi ! This error happens when you use `map` in batched mode and then your function doesn't return the same number of values per column.\r\n\r\nIndeed since you're using `map` in batched mode, `prepare_validation_features` must take a batch as input (i.e. a dictionary of multiple rows of the dataset), and return a b...
https://api.github.com/repos/huggingface/datasets
NONE
Hello, I am using the huggingface official question answering example notebook (https://colab.research.google.com/github/huggingface/notebooks/blob/master/examples/question_answering.ipynb). In the prepare_validation_features function, I made some modifications to tokenize a new set of quesions with the original co...
2021-08-04T17:57:16Z
https://github.com/huggingface/datasets/issues/2070
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Add and fix docstring for NamedSplit
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[ "Maybe we should add some other split classes?" ]
https://api.github.com/repos/huggingface/datasets
MEMBER
Add and fix docstring for `NamedSplit`, which was missing.
2021-03-18T10:27:40Z
https://github.com/huggingface/datasets/pull/2069
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PyTorch not available error on SageMaker GPU docker though it is installed
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[ "cc @philschmid ", "Hey @sivakhno,\r\n\r\nhow does your `requirements.txt` look like to install the `datasets` library and which version of it are you running? Can you try to install `datasets>=1.4.0`", "Hi @philschmid - thanks for suggestion. I am using `datasets==1.4.1`. \r\nI have also tried using `torch=1.6...
https://api.github.com/repos/huggingface/datasets
NONE
I get en error when running data loading using SageMaker SDK ``` File "main.py", line 34, in <module> run_training() File "main.py", line 25, in run_training dm.setup('fit') File "/opt/conda/lib/python3.6/site-packages/pytorch_lightning/core/datamodule.py", line 92, in wrapped_fn return fn(*a...
2021-06-14T04:47:30Z
https://github.com/huggingface/datasets/issues/2068
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Multiprocessing windows error
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[ "Hi ! Thanks for reporting.\r\nThis looks like a bug, could you try to provide a minimal code example that reproduces the issue ? This would be very helpful !\r\n\r\nOtherwise I can try to run the wav2vec2 code above on my side but probably not this week..", "```\r\nfrom datasets import load_dataset\r\n\r\ndatase...
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2 When using the num_proc argument on windows the whole Python environment crashes and hanging in loop. For example at the map_to_array part. An error occures because the cache file already exists and windows throws and error. After this the log c...
2021-08-04T17:59:08Z
https://github.com/huggingface/datasets/issues/2067
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Fix docstring rendering of Dataset/DatasetDict.from_csv args
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Fix the docstring rendering of Dataset/DatasetDict.from_csv args.
2021-03-17T09:21:21Z
https://github.com/huggingface/datasets/pull/2066
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Only user permission of saved cache files, not group
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[ "Hi ! Thanks for reporting.\r\n\r\nCurrently there's no way to specify this.\r\n\r\nWhen loading/processing a dataset, the arrow file is written using a temporary file. Then once writing is finished, it's moved to the cache directory (using `shutil.move` [here](https://github.com/huggingface/datasets/blob/f6b8251eb...
https://api.github.com/repos/huggingface/datasets
NONE
Hello, It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you kno...
2023-03-31T12:17:06Z
https://github.com/huggingface/datasets/issues/2065
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Fix ted_talks_iwslt version error
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CONTRIBUTOR
This PR fixes the bug where the version argument would be passed twice if the dataset configuration was created on the fly. Fixes #2059
2021-03-16T18:00:08Z
https://github.com/huggingface/datasets/pull/2064
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[Common Voice] Adapt dataset script so that no manual data download is actually needed
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CONTRIBUTOR
This PR changes the dataset script so that no manual data dir is needed anymore.
2021-03-17T09:42:52Z
https://github.com/huggingface/datasets/pull/2063
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docs: fix missing quotation
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The json code misses a quote
2021-03-17T09:21:57Z
https://github.com/huggingface/datasets/pull/2062
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Cannot load udpos subsets from xtreme dataset using load_dataset()
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[ "@lhoestq Adding \"_\" to the class labels in the dataset script will fix the issue.\r\n\r\nThe bigger issue IMO is that the data files are in conll format, but the examples are tokens, not sentences.", "Hi ! Thanks for reporting @adzcodez \r\n\r\n\r\n> @lhoestq Adding \"_\" to the class labels in the dataset scr...
https://api.github.com/repos/huggingface/datasets
NONE
Hello, I am trying to load the udpos English subset from xtreme dataset, but this faces an error during loading. I am using datasets v1.4.1, pip install. I have tried with other udpos languages which also fail, though loading a different subset altogether (such as XNLI) has no issue. I have also tried on Colab and ...
2021-06-18T11:54:11Z
https://github.com/huggingface/datasets/issues/2061
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Filtering refactor
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[ "I thought at first that the multiproc test was not relevant now that we do stuff only in memory, but I think there's something that's actually broken, my tiny benchmark on bookcorpus runs forever (2hrs+) when I add `num_proc=4` as a kwarg, will investigate 👀 \r\n\r\nI'm not familiar with the caching you describe ...
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
fix https://github.com/huggingface/datasets/issues/2032 benchmarking is somewhat inconclusive, currently running on `book_corpus` with: ```python bc = load_dataset("bookcorpus") now = time.time() bc.filter(lambda x: len(x["text"]) < 64) elapsed = time.time() - now print(elapsed) ``` t...
2023-09-24T09:52:57Z
https://github.com/huggingface/datasets/pull/2060
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Error while following docs to load the `ted_talks_iwslt` dataset
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https://api.github.com/repos/huggingface/datasets/issues/2059
[ "@skyprince999 as you authored the PR for this dataset, any comments?", "This has been fixed in #2064 by @mariosasko (thanks again !)\r\n\r\nThe fix is available on the master branch and we'll do a new release very soon :)" ]
https://api.github.com/repos/huggingface/datasets
NONE
I am currently trying to load the `ted_talks_iwslt` dataset into google colab. The [docs](https://huggingface.co/datasets/ted_talks_iwslt) mention the following way of doing so. ```python dataset = load_dataset("ted_talks_iwslt", language_pair=("it", "pl"), year="2014") ``` Executing it results in the error ...
2021-03-16T18:00:31Z
https://github.com/huggingface/datasets/issues/2059
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Is it possible to convert a `tfds` to HuggingFace `dataset`?
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[ "Hi! You can either save the TF dataset to one of the formats supported by datasets (`parquet`, `csv`, `json`, ...) or pass a generator function to `Dataset.from_generator` that yields its examples." ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
I was having some weird bugs with `C4`dataset version of HuggingFace, so I decided to try to download `C4`from `tfds`. I would like to know if it is possible to convert a tfds dataset to HuggingFace dataset format :) I can also open a new issue reporting the bug I'm receiving with `datasets.load_dataset('c4','en')` ...
2023-07-25T16:47:40Z
https://github.com/huggingface/datasets/issues/2058
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update link to ZEST dataset
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CONTRIBUTOR
Updating the link as the original one is no longer working.
2021-03-16T17:06:28Z
https://github.com/huggingface/datasets/pull/2057
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issue with opus100/en-fr dataset
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[ "@lhoestq I also deleted the cache and redownload the file and still the same issue, I appreciate any help on this. thanks ", "Here please find the minimal code to reproduce the issue @lhoestq note this only happens with MT5TokenizerFast\r\n\r\n```\r\nfrom datasets import load_dataset\r\nfrom transformers impor...
https://api.github.com/repos/huggingface/datasets
NONE
Hi I am running run_mlm.py code of huggingface repo with opus100/fr-en pair, I am getting this error, note that this error occurs for only this pairs and not the other pairs. Any idea why this is occurring? and how I can solve this? Thanks a lot @lhoestq for your help in advance. ` thread '<unnamed>' panicked...
2021-03-16T15:49:00Z
https://github.com/huggingface/datasets/issues/2056
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is there a way to override a dataset object saved with save_to_disk?
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[ "Hi\r\nYou can rename the arrow file and update the name in `state.json`", "I tried this way, but when there is a mapping process to the dataset, it again uses a random cache name. atm, I am trying to use the following method by setting an exact cache file,\r\n\r\n```\r\n dataset_with_embedding =csv_da...
https://api.github.com/repos/huggingface/datasets
NONE
At the moment when I use save_to_disk, it uses the arbitrary name for the arrow file. Is there a way to override such an object?
2021-03-22T04:06:17Z
https://github.com/huggingface/datasets/issues/2055
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Could not find file for ZEST dataset
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[ "The zest dataset url was changed (allenai/zest#3) and #2057 should resolve this.", "This has been fixed in #2057 by @matt-peters (thanks again !)\r\n\r\nThe fix is available on the master branch and we'll do a new release very soon :)", "Thanks @lhoestq and @matt-peters ", "I am closing this issue since its ...
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
I am trying to use zest dataset from Allen AI using below code in colab, ``` !pip install -q datasets from datasets import load_dataset dataset = load_dataset("zest") ``` I am getting the following error, ``` Using custom data configuration default Downloading and preparing dataset zest/default (download: ...
2021-05-03T09:30:24Z
https://github.com/huggingface/datasets/issues/2054
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Add bAbI QA tasks
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[ "Hi @lhoestq,\r\n\r\nShould I remove the 160 configurations? Is it too much?\r\n\r\nEDIT:\r\nCan you also check the task category? I'm not sure if there is an appropriate tag for the same.", "Thanks for the changes !\r\n\r\n> Should I remove the 160 configurations? Is it too much?\r\n\r\nYea 160 configuration is ...
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
- **Name:** *The (20) QA bAbI tasks* - **Description:** *The (20) QA bAbI tasks are a set of proxy tasks that evaluate reading comprehension via question answering. Our tasks measure understanding in several ways: whether a system is able to answer questions via chaining facts, simple induction, deduction and many mor...
2021-03-29T12:41:48Z
https://github.com/huggingface/datasets/pull/2053
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Timit_asr dataset repeats examples
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2021-03-14T11:43:43Z
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[ "Hi,\r\n\r\nthis was fixed by #1995, so you can wait for the next release or install the package directly from the master branch with the following command: \r\n```bash\r\npip install git+https://github.com/huggingface/datasets\r\n```", "Ty!" ]
https://api.github.com/repos/huggingface/datasets
NONE
Summary When loading timit_asr dataset on datasets 1.4+, every row in the dataset is the same Steps to reproduce As an example, on this code there is the text from the training part: Code snippet: ``` from datasets import load_dataset, load_metric timit = load_dataset("timit_asr") timit['train']['text']...
2021-03-15T10:37:16Z
https://github.com/huggingface/datasets/issues/2052
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Add MDD Dataset
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[ "Hi @lhoestq,\r\n\r\nI have added changes from review.", "Thanks for approving :)" ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
- **Name:** *MDD Dataset* - **Description:** The Movie Dialog dataset (MDD) is designed to measure how well models can perform at goal and non-goal orientated dialog centered around the topic of movies (question answering, recommendation and discussion), from various movie reviews sources such as MovieLens and OMDb. ...
2021-03-19T11:15:44Z
https://github.com/huggingface/datasets/pull/2051
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Build custom dataset to fine-tune Wav2Vec2
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2021-03-13T22:01:10Z
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https://api.github.com/repos/huggingface/datasets/issues/2050
[ "@lhoestq - We could simply use the \"general\" json dataset for this no? ", "Sure you can use the json loader\r\n```python\r\ndata_files = {\"train\": \"path/to/your/train_data.json\", \"test\": \"path/to/your/test_data.json\"}\r\ntrain_dataset = load_dataset(\"json\", data_files=data_files, split=\"train\")\r\n...
https://api.github.com/repos/huggingface/datasets
NONE
Thank you for your recent tutorial on how to finetune Wav2Vec2 on a custom dataset. The example you gave here (https://huggingface.co/blog/fine-tune-xlsr-wav2vec2) was on the CommonVoice dataset. However, what if I want to load my own dataset? I have a manifest (transcript and their audio files) in a JSON file.
2021-03-15T09:27:28Z
https://github.com/huggingface/datasets/issues/2050
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Fix text-classification tags
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https://api.github.com/repos/huggingface/datasets/issues/2049
[ "LGTM, thanks for fixing." ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
There are different tags for text classification right now: `text-classification` and `text_classification`: ![image](https://user-images.githubusercontent.com/29076344/111042457-856bdf00-8463-11eb-93c9-50a30106a1a1.png). This PR fixes it.
2021-03-16T15:47:46Z
https://github.com/huggingface/datasets/pull/2049
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github is not always available - probably need a back up
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Yesterday morning github wasn't working: ``` :/tmp$ wget https://raw.githubusercontent.com/huggingface/datasets/1.4.1/metrics/sacrebleu/sacrebleu.py--2021-03-12 18:35:59-- https://raw.githubusercontent.com/huggingface/datasets/1.4.1/metrics/sacrebleu/sacrebleu.py Resolving raw.githubusercontent.com (raw.githubuser...
2022-04-01T15:27:10Z
https://github.com/huggingface/datasets/issues/2048
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Multilingual dIalogAct benchMark (miam)
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[ "Hello. All aforementioned changes have been made. I've also re-run black on miam.py. :-)", "I will run isort again. Hopefully it resolves the current check_code_quality test failure.", "Once the review period is over, feel free to open a PR to add all the missing information ;)", "Hi! I will follow up right ...
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
My collaborators (@EmileChapuis, @PierreColombo) and I within the Affective Computing team at Telecom Paris would like to anonymously publish the miam dataset. It is assocated with a publication currently under review. We will update the dataset with full citations once the review period is over.
2021-03-23T10:36:34Z
https://github.com/huggingface/datasets/pull/2047
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add_faisis_index gets very slow when doing it interatively
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[ "I think faiss automatically sets the number of threads to use to build the index.\r\nCan you check how many CPU cores are being used when you build the index in `use_own_knowleldge_dataset` as compared to this script ? Are there other programs running (maybe for rank>0) ?", "Hi,\r\n I am running the add_faiss_in...
https://api.github.com/repos/huggingface/datasets
NONE
As the below code suggests, I want to run add_faisis_index in every nth interaction from the training loop. I have 7.2 million documents. Usually, it takes 2.5 hours (if I run an as a separate process similar to the script given in rag/use_own_knowleldge_dataset.py). Now, this takes usually 5hrs. Is this normal? Any ...
2021-03-24T22:29:11Z
https://github.com/huggingface/datasets/issues/2046
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Preserve column ordering in Dataset.rename_column
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https://api.github.com/repos/huggingface/datasets/issues/2045
[ "Not sure why CI isn't triggered.\r\n\r\n@lhoestq Can you please help me with this? ", "I don't know how to trigger it manually, but an empty commit should do the job" ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
Currently `Dataset.rename_column` doesn't necessarily preserve the order of the columns: ```python >>> from datasets import Dataset >>> d = Dataset.from_dict({'sentences': ["s1", "s2"], 'label': [0, 1]}) >>> d Dataset({ features: ['sentences', 'label'], num_rows: 2 }) >>> d.rename_column('sentences', '...
2021-03-16T14:48:05Z
https://github.com/huggingface/datasets/pull/2045
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Add CBT dataset
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[ "Hi @lhoestq,\r\n\r\nI have added changes from the review.", "Thanks for approving @lhoestq " ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
This PR adds the [CBT Dataset](https://arxiv.org/abs/1511.02301). Note that I have also added the `raw` dataset as a separate configuration. I couldn't find a suitable "task" for it in YAML tags. The dummy files have one example each, as the examples are slightly big. For `raw` dataset, I just used top few lines,...
2021-03-19T11:10:13Z
https://github.com/huggingface/datasets/pull/2044
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Support pickle protocol for dataset splits defined as ReadInstruction
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https://api.github.com/repos/huggingface/datasets/issues/2043
[ "@lhoestq But we don't perform conversion to a `NamedSplit` if `_split` is not a string which means it **will** be a `ReadInstruction` after reloading.", "Yes right ! I read it wrong.\r\nPerfect then" ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
Fixes #2022 (+ some style fixes)
2021-03-16T14:25:38Z
https://github.com/huggingface/datasets/pull/2043
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Fix arrow memory checks issue in tests
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MEMBER
The tests currently fail on `master` because the arrow memory verification doesn't return the expected memory evolution when loading an arrow table in memory. From my experiments, the tests fail only when the full test suite is ran. This made me think that maybe some arrow objects from other tests were not freeing th...
2021-03-12T15:04:23Z
https://github.com/huggingface/datasets/pull/2042
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Doc2dial update data_infos and data_loaders
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CONTRIBUTOR
2021-03-16T11:09:20Z
https://github.com/huggingface/datasets/pull/2041
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ValueError: datasets' indices [1] come from memory and datasets' indices [0] come from disk
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[ "Hi ! To help me understand the situation, can you print the values of `load_from_disk(PATH_DATA_CLS_A)['train']._indices_data_files` and `load_from_disk(PATH_DATA_CLS_B)['train']._indices_data_files` ?\r\nThey should both have a path to an arrow file\r\n\r\nAlso note that from #2025 concatenating datasets will no...
https://api.github.com/repos/huggingface/datasets
NONE
Hi there, I am trying to concat two datasets that I've previously saved to disk via `save_to_disk()` like so (note that both are saved as `DataDict`, `PATH_DATA_CLS_*` are `Path`-objects): ```python concatenate_datasets([load_from_disk(PATH_DATA_CLS_A)['train'], load_from_disk(PATH_DATA_CLS_B)['train']]) ``` Yie...
2021-08-04T18:00:43Z
https://github.com/huggingface/datasets/issues/2040
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Doc2dial rc
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2021-03-12T11:56:28Z
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CONTRIBUTOR
Added fix to handle the last turn that is a user turn.
2021-03-12T15:32:36Z
https://github.com/huggingface/datasets/pull/2039
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2021-03-16T16:27:40Z
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outdated dataset_infos.json might fail verifications
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2021-03-12T11:41:54Z
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[ "Hi ! Thanks for reporting.\r\n\r\nTo update the dataset_infos.json you can run:\r\n```\r\ndatasets-cli test ./datasets/doc2dial --all_configs --save_infos --ignore_verifications\r\n```", "Fixed by #2041, thanks again @songfeng !" ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
The [doc2dial/dataset_infos.json](https://github.com/huggingface/datasets/blob/master/datasets/doc2dial/dataset_infos.json) is outdated. It would fail data_loader when verifying download checksum etc.. Could you please update this file or point me how to update this file? Thank you.
2021-03-16T16:27:40Z
https://github.com/huggingface/datasets/issues/2038
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Fix: Wikipedia - save memory by replacing root.clear with elem.clear
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https://api.github.com/repos/huggingface/datasets/issues/2037
[ "The error you got is minor and appeared in the last version of pyarrow, we'll fix the CI to take this into account. You can ignore it" ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
see: https://github.com/huggingface/datasets/issues/2031 What I did: - replace root.clear with elem.clear - remove lines to get root element - $ make style - $ make test - some tests required some pip packages, I installed them. test results on origin/master and my branch are same. I think it's not related...
2021-03-23T06:08:16Z
https://github.com/huggingface/datasets/pull/2037
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2021-03-15T08:44:44Z
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Cannot load wikitext
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2021-03-12T09:09:39Z
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https://api.github.com/repos/huggingface/datasets/issues/2036
[ "Solved!" ]
https://api.github.com/repos/huggingface/datasets
NONE
when I execute these codes ``` >>> from datasets import load_dataset >>> test_dataset = load_dataset("wikitext") ``` I got an error,any help? ``` Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/home/xxx/anaconda3/envs/transformer/lib/python3.7/site-packages/datasets/load.p...
2021-03-15T08:45:02Z
https://github.com/huggingface/datasets/issues/2036
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wiki40b/wikipedia for almost all languages cannot be downloaded
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2021-03-11T19:54:54Z
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[ "Dear @lhoestq for wikipedia dataset I also get the same error, I greatly appreciate if you could have a look into this dataset as well. Below please find the command to reproduce the error:\r\n\r\n```\r\ndataset = load_dataset(\"wikipedia\", \"20200501.bg\")\r\nprint(dataset)\r\n```\r\n\r\nYour library is my only ...
https://api.github.com/repos/huggingface/datasets
NONE
Hi I am trying to download the data as below: ``` from datasets import load_dataset dataset = load_dataset("wiki40b", "cs") print(dataset) ``` I am getting this error. @lhoestq I will be grateful if you could assist me with this error. For almost all languages except english I am getting this error. I rea...
2021-03-16T14:53:37Z
https://github.com/huggingface/datasets/issues/2035
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Fix typo
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2021-03-11T17:46:13Z
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CONTRIBUTOR
Change `ENV_XDG_CACHE_HOME ` to `XDG_CACHE_HOME `
2021-03-11T18:06:25Z
https://github.com/huggingface/datasets/pull/2034
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Raise an error for outdated sacrebleu versions
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The `sacrebleu` metric seem to only work for sacrecleu>=1.4.12 For example using sacrebleu==1.2.10, an error is raised (from metric/sacrebleu/sacrebleu.py): ```python def _compute( self, predictions, references, smooth_method="exp", smooth_value=None, force...
2021-03-11T17:58:12Z
https://github.com/huggingface/datasets/pull/2033
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Use Arrow filtering instead of writing a new arrow file for Dataset.filter
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[ "Actually table.filter returns a new table in memory, which can fill users RAM.\r\n\r\nTherefore it's not a good solution if we want to keep supporting bigger than RAM datastes" ]
https://api.github.com/repos/huggingface/datasets
MEMBER
Currently the filter method reads the dataset batch by batch to write a new, filtered, arrow file on disk. Therefore all the reading + writing can take some time. Using a mask directly on the arrow table doesn't do any read or write operation therefore it's significantly quicker. I think there are two cases: - i...
2024-01-19T13:26:32Z
https://github.com/huggingface/datasets/issues/2032
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wikipedia.py generator that extracts XML doesn't release memory
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2021-03-11T12:51:24Z
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[ "Hi @miyamonz \r\nThanks for investigating this issue, good job !\r\nIt would be awesome to integrate your fix in the library, could you open a pull request ?", "OK! I'll send it later." ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
I tried downloading Japanese wikipedia, but it always failed because of out of memory maybe. I found that the generator function that extracts XML data in wikipedia.py doesn't release memory in the loop. https://github.com/huggingface/datasets/blob/13a5b7db992ad5cf77895e4c0f76595314390418/datasets/wikipedia/wikip...
2021-03-22T08:33:52Z
https://github.com/huggingface/datasets/issues/2031
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Implement Dataset from text
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[ "I am wondering why only one test of \"keep_in_memory=True\" fails, when there are many other tests that test the same and it happens only in pyarrow_1..." ]
https://api.github.com/repos/huggingface/datasets
MEMBER
Implement `Dataset.from_text`. Analogue to #1943, #1946.
2021-03-18T13:29:29Z
https://github.com/huggingface/datasets/pull/2030
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Loading a faiss index KeyError
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[ "In your code `dataset2` doesn't contain the \"embeddings\" column, since it is created from the pandas DataFrame with columns \"text\" and \"label\".\r\n\r\nTherefore when you call `dataset2[embeddings_name]`, you get a `KeyError`.\r\n\r\nIf you want the \"embeddings\" column back, you can create `dataset2` with\r...
https://api.github.com/repos/huggingface/datasets
NONE
I've recently been testing out RAG and DPR embeddings, and I've run into an issue that is not apparent in the documentation. The basic steps are: 1. Create a dataset (dataset1) 2. Create an embeddings column using DPR 3. Add a faiss index to the dataset 4. Save faiss index to a file 5. Create a new dataset (d...
2021-03-12T00:21:09Z
https://github.com/huggingface/datasets/issues/2029
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Adding PersiNLU reading-comprehension
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[ "@lhoestq I think I have addressed all your comments. ", "Thanks! @lhoestq Let me know if you want me to address anything to get this merged. ", "It's all good thanks ;)\r\nmerging" ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
2021-03-15T09:39:57Z
https://github.com/huggingface/datasets/pull/2028
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Update format columns in Dataset.rename_columns
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CONTRIBUTOR
Fixes #2026
2021-03-11T14:38:40Z
https://github.com/huggingface/datasets/pull/2027
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KeyError on using map after renaming a column
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2021-03-10T18:54:17Z
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https://api.github.com/repos/huggingface/datasets/issues/2026
[ "Hi,\r\n\r\nActually, the error occurs due to these two lines:\r\n```python\r\nraw_dataset.set_format('torch',columns=['img','label'])\r\nraw_dataset = raw_dataset.rename_column('img','image')\r\n```\r\n`Dataset.rename_column` doesn't update the `_format_columns` attribute, previously defined by `Dataset.set_format...
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
Hi, I'm trying to use `cifar10` dataset. I want to rename the `img` feature to `image` in order to make it consistent with `mnist`, which I'm also planning to use. By doing this, I was trying to avoid modifying `prepare_train_features` function. Here is what I try: ```python transform = Compose([ToPILImage(),...
2021-03-11T14:39:34Z
https://github.com/huggingface/datasets/issues/2026
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[Refactor] Use in-memory/memory-mapped/concatenation tables in Dataset
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[ "There is one more thing I would love to see. Let's say we iteratively keep updating a data source that loaded from **load_dataset** or **load_from_disk**. Now we need to save it to the same location by overriding the previous file inorder to save the disk space. At the moment **save_to_disk** can not assign a name...
https://api.github.com/repos/huggingface/datasets
MEMBER
## Intro Currently there is one assumption that we need to change: a dataset is either fully in memory (dataset._data_files is empty), or the dataset can be reloaded from disk with memory mapping (using the dataset._data_files). This assumption is used for pickling for example: - in-memory dataset can just be pick...
2021-03-30T14:46:53Z
https://github.com/huggingface/datasets/pull/2025
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Remove print statement from mnist.py
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[ "Thanks for noticing !\r\n#2020 fixed this earlier today though ^^'\r\n\r\nClosing this one" ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
2021-03-11T18:03:52Z
https://github.com/huggingface/datasets/pull/2024
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Add Romanian to XQuAD
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2021-03-10T14:24:32Z
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https://api.github.com/repos/huggingface/datasets/issues/2023
[ "Hi ! Thanks for updating XQUAD :)\r\n\r\nThe slow test is failing though since there's no dummy data nor metadata in dataset_infos.json for the romanian configuration.\r\n\r\nCould you please generate the dummy data with\r\n```\r\ndatasets-cli dummy_data ./datasets/xquad --auto_generate --json_field data\r\n```\r\...
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
On Jan 18, XQuAD was updated with a new Romanian validation file ([xquad commit link](https://github.com/deepmind/xquad/commit/60cac411649156efb6aab9dd4c9cde787a2c0345))
2021-03-15T10:08:17Z
https://github.com/huggingface/datasets/pull/2023
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ValueError when rename_column on splitted dataset
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[ "Hi,\r\n\r\nThis is a bug so thanks for reporting it. `Dataset.__setstate__` is the problem, which is called when `Dataset.rename_column` tries to copy the dataset with `copy.deepcopy(self)`. This only happens if the `split` arg in `load_dataset` was defined as `ReadInstruction`.\r\n\r\nTo overcome this issue, use...
https://api.github.com/repos/huggingface/datasets
NONE
Hi there, I am loading `.tsv` file via `load_dataset` and subsequently split the rows into training and test set via the `ReadInstruction` API like so: ```python split = { 'train': ReadInstruction('train', to=90, unit='%'), 'test': ReadInstruction('train', from_=-10, unit='%') } dataset = load_datase...
2021-03-16T14:06:08Z
https://github.com/huggingface/datasets/issues/2022
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Interactively doing save_to_disk and load_from_disk corrupts the datasets object?
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[ "Hi,\r\n\r\nCan you give us a minimal reproducible example? This [part](https://huggingface.co/docs/datasets/master/processing.html#controling-the-cache-behavior) of the docs explains how to control caching." ]
https://api.github.com/repos/huggingface/datasets
NONE
dataset_info.json file saved after using save_to_disk gets corrupted as follows. ![image](https://user-images.githubusercontent.com/16892570/110568474-ed969880-81b7-11eb-832f-2e5129656016.png) Is there a way to disable the cache that will save to /tmp/huggiface/datastes ? I have a feeling there is a seri...
2021-03-13T10:07:41Z
https://github.com/huggingface/datasets/issues/2021
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Remove unnecessary docstart check in conll-like datasets
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CONTRIBUTOR
Related to this PR: #1998 Additionally, this PR adds the docstart note to the conll2002 dataset card ([link](https://raw.githubusercontent.com/teropa/nlp/master/resources/corpora/conll2002/ned.train) to the raw data with `DOCSTART` lines).
2021-03-11T13:33:37Z
https://github.com/huggingface/datasets/pull/2020
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2021-03-11T16:14:19Z
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Replace print with logging in dataset scripts
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[ "@lhoestq Maybe a script or even a test in `test_dataset_common.py` that verifies that a dataset script meets some set of quality standards (print calls and todos from the dataset script template are not present, etc.) could be added?", "Yes definitely !" ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
Replaces `print(...)` in the dataset scripts with the library logger.
2021-03-12T10:09:01Z
https://github.com/huggingface/datasets/pull/2019
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2021-03-12T17:31:00Z
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Md gender card update
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2021-03-09T18:57:20Z
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[ "Link to the card: https://github.com/mcmillanmajora/datasets/blob/md-gender-card/datasets/md_gender_bias/README.md", "dataset card* @sgugger :p ", "Ahah that's what I wanted to say @lhoestq, thanks for fixing. Not used to review the Datasets side ;-)" ]
https://api.github.com/repos/huggingface/datasets
CONTRIBUTOR
I updated the descriptions of the datasets as they appear in the HF repo and the descriptions of the source datasets according to what I could find from the paper and the references. I'm still a little unclear about some of the fields of the different configs, and there was little info on the word list and name list. I...
2021-03-12T17:31:00Z
https://github.com/huggingface/datasets/pull/2018
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2021-03-17T12:32:07Z
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Add TF-based Features to handle different modes of data
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CONTRIBUTOR
Hi, I am creating this draft PR to work on add features similar to [TF datasets](https://github.com/tensorflow/datasets/tree/master/tensorflow_datasets/core/features). I'll be starting with `Tensor` and `FeatureConnector` classes, and build upon them to add other features as well. This is a work in progress.
2021-03-17T12:32:08Z
https://github.com/huggingface/datasets/pull/2017
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Not all languages have 2 digit codes.
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CONTRIBUTOR
.
2021-03-11T18:01:03Z
https://github.com/huggingface/datasets/pull/2016
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