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716,581,266
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720
OSError: Cannot find data file when not using the dummy dataset in RAG
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2020-10-07T14:27:13Z
2020-12-23T14:04:31Z
2020-12-23T14:04:31
NONE
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## Environment info transformers version: 3.3.1 Platform: Linux-4.19 Python version: 3.7.7 PyTorch version (GPU?): 1.6.0 Tensorflow version (GPU?): No Using GPU in script?: Yes Using distributed or parallel set-up in script?: No ## To reproduce Steps to reproduce the behaviour...
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719
Fix train_test_split output format
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2020-10-07T12:39:01Z
2020-10-07T13:38:08Z
2020-10-07T13:38:06
MEMBER
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There was an issue in the `transmit_format` wrapper that returned bad formats when using train_test_split. This was due to `column_names` being handled as a List[str] instead of Dict[str, List[str]] when the dataset transform (train_test_split) returns a DatasetDict (one set of column names per split). This should ...
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718
Don't use tqdm 4.50.0
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2020-10-06T13:45:53Z
2020-10-06T13:49:24Z
2020-10-06T13:49:22
MEMBER
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tqdm 4.50.0 introduced permission errors on windows see [here](https://app.circleci.com/pipelines/github/huggingface/datasets/235/workflows/cfb6a39f-68eb-4802-8b17-2cd5e8ea7369/jobs/1111) for the error details. For now I just added `<4.50.0` in the setup.py Hopefully we can find what's wrong with this version soon
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Fixes #712 Error in the Overview.ipynb notebook
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2020-10-05T15:50:41Z
2020-10-06T06:31:43Z
2020-10-05T16:25:41
CONTRIBUTOR
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Fixes #712 Error in the Overview.ipynb notebook by adding `with_details=True` parameter to `list_datasets` function in Cell 3 of **overview** notebook
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716
Fixes #712 Attribute error in cell 3 of the overview notebook
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2020-10-05T15:42:09Z
2020-10-05T15:46:38Z
2020-10-05T15:46:32
CONTRIBUTOR
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Fixes the Attribute error in cell 3 of the overview notebook
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715
Use python read for text dataset
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2020-10-05T09:47:55Z
2020-10-05T13:13:18Z
2020-10-05T13:13:17
MEMBER
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As mentioned in #622 the pandas reader used for text dataset doesn't work properly when there are \r characters in the text file. Instead I switched to pure python using `open` and `read`. From my benchmark on a 100MB text file, it's the same speed as the previous pandas reader.
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714
Add the official dependabot implementation
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2020-10-05T03:49:45Z
2020-10-12T11:49:21Z
2020-10-12T11:49:21
NONE
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This will keep dependencies up to date. This will require a pr label `dependencies` being created in order to function correctly.
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713
Fix reading text files with carriage return symbols
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2020-10-05T03:07:03Z
2020-10-09T05:58:25Z
2020-10-05T13:49:29
NONE
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The new pandas-based text reader isn't able to work properly with files that contain carriage return symbols (`\r`). It fails with the following error message: ``` ... File "pandas/_libs/parsers.pyx", line 847, in pandas._libs.parsers.TextReader.read File "pandas/_libs/parsers.pyx", line 874, in pandas._l...
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Error in the notebooks/Overview.ipynb notebook
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2020-10-04T05:58:31Z
2020-10-05T16:25:40Z
2020-10-05T16:25:40
CONTRIBUTOR
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Hi, I got the following error in **cell number 3** while exploring the **Overview.ipynb** notebook in google colab. I used the [link ](https://colab.research.google.com/github/huggingface/datasets/blob/master/notebooks/Overview.ipynb) provided in the main README file to open it in colab. ```python # You can acc...
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New Update bertscore.py
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2020-10-04T05:13:09Z
2020-10-05T16:26:51Z
2020-10-05T16:26:51
CONTRIBUTOR
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710
fix README typos/ consistency
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2020-10-03T22:20:56Z
2020-10-17T09:52:45Z
2020-10-17T09:52:45
CONTRIBUTOR
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709
How to use similarity settings other then "BM25" in Elasticsearch index ?
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2020-10-03T11:18:49Z
2022-10-04T17:19:37Z
2022-10-04T17:19:37
NONE
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**QUESTION : How should we use other similarity algorithms supported by Elasticsearch other than "BM25" ?** **ES Reference** https://www.elastic.co/guide/en/elasticsearch/reference/current/index-modules-similarity.html **HF doc reference:** https://huggingface.co/docs/datasets/faiss_and_ea.html **context :** =...
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708
Datasets performance slow? - 6.4x slower than in memory dataset
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2020-10-03T06:44:07Z
2021-02-12T14:13:28Z
2021-02-12T14:13:28
NONE
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I've been very excited about this amazing datasets project. However, I've noticed that the performance can be substantially slower than using an in-memory dataset. Now, this is expected I guess, due to memory mapping data using arrow files, and you don't get anything for free. But I was surprised at how much slower....
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Requirements should specify pyarrow<1
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2020-10-02T23:39:39Z
2020-12-04T08:22:39Z
2020-10-04T20:50:28
NONE
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I was looking at the docs on [Perplexity](https://huggingface.co/transformers/perplexity.html) via GPT2. When you load datasets and try to load Wikitext, you get the error, ``` module 'pyarrow' has no attribute 'PyExtensionType' ``` I traced it back to datasets having installed PyArrow 1.0.1 but there's not pinni...
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706
Fix config creation for data files with NamedSplit
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2020-10-02T15:46:49Z
2020-10-05T08:15:00Z
2020-10-05T08:14:59
MEMBER
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During config creation, we need to iterate through the data files of all the splits to compute a hash. To make sure the hash is unique given a certain combination of files/splits, we sort the split names. However the `NamedSplit` objects can't be passed to `sorted` and currently it raises an error: we need to sort th...
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TypeError: '<' not supported between instances of 'NamedSplit' and 'NamedSplit'
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2020-10-02T15:27:55Z
2020-10-05T08:14:59Z
2020-10-05T08:14:59
NONE
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## Environment info <!-- You can run the command `transformers-cli env` and copy-and-paste its output below. Don't forget to fill out the missing fields in that output! --> - `transformers` version: 3.3.1 (installed from master) - `datasets` version: 1.0.2 (installed as a dependency from transformers) ...
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704
Fix remote tests for new datasets
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2020-10-02T12:08:04Z
2020-10-02T12:12:02Z
2020-10-02T12:12:01
MEMBER
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When adding a new dataset, the remote tests fail because they try to get the new dataset from the master branch (i.e., where the dataset doesn't exist yet) To fix that I reverted to the use of the HF API that fetch the available datasets on S3 that is synced with the master branch
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Add hotpot QA
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2020-10-02T11:44:28Z
2020-10-02T12:54:41Z
2020-10-02T12:54:41
CONTRIBUTOR
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Added the [HotpotQA](https://github.com/hotpotqa/hotpot) multi-hop question answering dataset.
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Complete rouge kwargs
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2020-10-02T09:59:01Z
2020-10-02T10:11:04Z
2020-10-02T10:11:03
MEMBER
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In #701 we noticed that some kwargs were missing for rouge
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Add rouge 2 and rouge Lsum to rouge metric outputs
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2020-10-02T09:35:46Z
2020-10-02T09:55:14Z
2020-10-02T09:52:18
MEMBER
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Continuation of #700 Rouge 2 and Rouge Lsum were missing in Rouge's outputs. Rouge Lsum is also useful to evaluate Rouge L for sentences with `\n` Fix #617
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700
Add rouge-2 in rouge_types for metric calculation
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2020-10-02T08:36:45Z
2020-10-02T11:08:49Z
2020-10-02T09:59:05
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The description of the ROUGE metric says, ``` _KWARGS_DESCRIPTION = """ Calculates average rouge scores for a list of hypotheses and references Args: predictions: list of predictions to score. Each predictions should be a string with tokens separated by spaces. references: list of reference for ...
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XNLI dataset is not loading
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2020-10-02T06:53:16Z
2020-10-03T17:45:52Z
2020-10-03T17:43:37
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`dataset = datasets.load_dataset(path='xnli')` showing below error ``` /opt/conda/lib/python3.7/site-packages/nlp/utils/info_utils.py in verify_checksums(expected_checksums, recorded_checksums, verification_name) 36 if len(bad_urls) > 0: 37 error_msg = "Checksums didn't match" + for_verifi...
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697
Update README.md
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2020-10-01T16:02:42Z
2020-10-01T16:12:00Z
2020-10-01T16:12:00
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Hey I was just telling my subscribers to check out your repositories Thank you
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696
Elasticsearch index docs
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2020-10-01T15:18:58Z
2020-10-02T07:48:19Z
2020-10-02T07:48:18
MEMBER
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I added the docs for ES indexes. I also added a `load_elasticsearch_index` method to load an index that has already been built. I checked the tests for the ES index and we have tests that mock ElasticSearch. I think this is good for now but at some point it would be cool to have an end-to-end test with a real ES...
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695
Update XNLI download link
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2020-10-01T13:27:22Z
2020-10-01T14:01:15Z
2020-10-01T14:01:14
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The old link isn't working anymore. I updated it with the new official link. Fix #690
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694
Use GitHub instead of aws in remote dataset tests
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2020-10-01T13:07:50Z
2020-10-02T07:47:28Z
2020-10-02T07:47:27
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Recently we switched from aws s3 to github to download dataset scripts. However in the tests, the dummy data were still downloaded from s3. So I changed that to download them from github instead, in the MockDownloadManager. Moreover I noticed that `anli`'s dummy data were quite heavy (18MB compressed, i.e. the ent...
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Rachel ker add dataset/mlsum
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Update README.md
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2020-10-01T12:57:22Z
2020-10-02T11:01:59Z
2020-10-02T11:01:59
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691
Add UI filter to filter datasets based on task
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2020-10-01T00:56:18Z
2022-02-15T10:46:50Z
2022-02-15T10:46:50
NONE
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This is great work, so huge shoutout to contributors and huggingface. The [/nlp/viewer](https://huggingface.co/nlp/viewer/) is great and the [/datasets](https://huggingface.co/datasets) page is great. I was wondering if in both or either places we can have a filter that selects if a dataset is good for the following...
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XNLI dataset: NonMatchingChecksumError
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2020-09-30T17:50:03Z
2020-10-01T17:15:08Z
2020-10-01T14:01:14
NONE
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Hi, I tried to download "xnli" dataset in colab using `xnli = load_dataset(path='xnli')` but got 'NonMatchingChecksumError' error `NonMatchingChecksumError Traceback (most recent call last) <ipython-input-27-a87bedc82eeb> in <module>() ----> 1 xnli = load_dataset(path='xnli') 3 frames /usr...
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689
Switch to pandas reader for text dataset
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2020-09-30T16:28:12Z
2020-09-30T16:45:32Z
2020-09-30T16:45:31
MEMBER
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Following the discussion in #622 , it appears that there's no appropriate ways to use the payrrow csv reader to read text files because of the separator. In this PR I switched to pandas to read the file. Moreover pandas allows to read the file by chunk, which means that you can build the arrow dataset from a text...
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688
Disable tokenizers parallelism in multiprocessed map
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2020-09-30T09:53:34Z
2020-10-01T08:45:46Z
2020-10-01T08:45:45
MEMBER
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It was reported in #620 that using multiprocessing with a tokenizers shows this message: ``` The current process just got forked. Disabling parallelism to avoid deadlocks... To disable this warning, please explicitly set TOKENIZERS_PARALLELISM=(true | false) ``` This message is shown when TOKENIZERS_PARALLELISM is...
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687
`ArrowInvalid` occurs while running `Dataset.map()` function
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2020-09-30T06:16:50Z
2020-09-30T09:53:03Z
2020-09-30T09:53:03
NONE
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It seems to fail to process the final batch. This [colab](https://colab.research.google.com/drive/1_byLZRHwGP13PHMkJWo62Wp50S_Z2HMD?usp=sharing) can reproduce the error. Code: ```python # train_ds = Dataset(features: { # 'title': Value(dtype='string', id=None), # 'score': Value(dtype='float64', id=Non...
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Dataset browser url is still https://huggingface.co/nlp/viewer/
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2020-09-29T19:21:52Z
2021-01-08T18:29:26Z
2021-01-08T18:29:26
CONTRIBUTOR
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Might be worth updating to https://huggingface.co/datasets/viewer/
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685
Add features parameter to CSV
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2020-09-29T14:43:36Z
2020-09-30T08:39:56Z
2020-09-30T08:39:54
MEMBER
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Add support for the `features` parameter when loading a csv dataset: ```python from datasets import load_dataset, Features features = Features({...}) csv_dataset = load_dataset("csv", data_files=["path/to/my/file.csv"], features=features) ``` I added tests to make sure that it is also compatible with the ca...
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684
Fix column order issue in cast
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2020-09-29T12:49:13Z
2020-09-29T15:56:46Z
2020-09-29T15:56:45
MEMBER
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Previously, the order of the columns in the features passes to `cast_` mattered. However even though features passed to `cast_` had the same order as the dataset features, it could fail because the schema that was built was always in alphabetical order. This issue was reported by @lewtun in #623 To fix that I fi...
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683
Fix wrong delimiter in text dataset
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2020-09-29T09:43:24Z
2021-05-05T18:24:31Z
2020-09-29T09:44:06
MEMBER
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The delimiter is set to the bell character as it is used nowhere is text files usually. However in the text dataset the delimiter was set to `\b` which is backspace in python, while the bell character is `\a`. I replace \b by \a Hopefully it fixes issues mentioned by some users in #622
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682
Update navbar chapter titles color
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2020-09-28T14:35:17Z
2020-09-28T17:30:13Z
2020-09-28T17:30:12
MEMBER
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Consistency with the color change that was done in transformers at https://github.com/huggingface/transformers/pull/7423 It makes the background-color of the chapter titles in the docs navbar darker, to differentiate them from the inner sections. see changes [here](https://691-250213286-gh.circle-artifacts.com/0/do...
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681
Adding missing @property (+2 small flake8 fixes).
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2020-09-28T08:53:53Z
2020-09-28T10:26:13Z
2020-09-28T10:26:09
CONTRIBUTOR
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Fixes #678
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680
Fix bug related to boolean in GAP dataset.
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2020-09-28T08:39:39Z
2020-09-29T15:54:47Z
2020-09-29T15:54:47
CONTRIBUTOR
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### Why I did The value in `row["A-coref"]` and `row["B-coref"]` is `'TRUE'` or `'FALSE'`. This type is `string`, then `bool('FALSE')` is equal to `True` in Python. So, both rows are transformed into `True` now. So, I modified this problem. ### What I did I modified `bool(row["A-coref"])` and `bool(row["B-cor...
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679
Fix negative ids when slicing with an array
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2020-09-28T08:39:08Z
2020-09-28T14:42:20Z
2020-09-28T14:42:19
MEMBER
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```python from datasets import Dataset d = ds.Dataset.from_dict({"a": range(10)}) print(d[[0, -1]]) # OverflowError ``` raises an error because of the negative id. This PR fixes that. Fix #668
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678
The download instructions for c4 datasets are not contained in the error message
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2020-09-28T08:30:54Z
2020-09-28T10:26:09Z
2020-09-28T10:26:09
CONTRIBUTOR
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The manual download instructions are not clear ```The dataset c4 with config en requires manual data. Please follow the manual download instructions: <bound method C4.manual_download_instructions of <datasets_modules.datasets.c4.830b0c218bd41fed439812c8dd19dbd4767d2a3faa385eb695cf8666c982b1b3.c4.C4 object at 0x7ff...
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677
Move cache dir root creation in builder's init
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2020-09-28T08:22:46Z
2020-09-28T14:42:43Z
2020-09-28T14:42:42
MEMBER
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We use lock files in the builder initialization but sometimes the cache directory where they're supposed to be was not created. To fix that I moved the builder's cache dir root creation in the builder's init. Fix #671
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676
train_test_split returns empty dataset item
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2020-09-28T07:19:33Z
2020-10-07T13:46:33Z
2020-10-07T13:38:06
NONE
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I try to split my dataset by `train_test_split`, but after that the item in `train` and `test` `Dataset` is empty. The codes: ``` yelp_data = datasets.load_from_disk('/home/ssd4/huanglianzhe/test_yelp') print(yelp_data[0]) yelp_data = yelp_data.train_test_split(test_size=0.1) print(yelp_data) pri...
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675
Add custom dataset to NLP?
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2020-09-27T21:22:50Z
2020-10-20T09:08:49Z
2020-10-20T09:08:49
CONTRIBUTOR
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Is it possible to add a custom dataset such as a .csv to the NLP library? Thanks.
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674
load_dataset() won't download in Windows
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2020-09-27T03:56:25Z
2020-10-05T08:28:18Z
2020-10-05T08:28:18
NONE
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I don't know if this is just me or Windows. Maybe other Windows users can chime in if they don't have this problem. I've been trying to get some of the tutorials working on Windows, but when I use the load_dataset() function, it just stalls and the script keeps running indefinitely without downloading anything. I've wa...
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673
blog_authorship_corpus crashed
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2020-09-26T20:15:28Z
2022-02-15T10:47:58Z
2022-02-15T10:47:58
NONE
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This is just to report that When I pick blog_authorship_corpus in https://huggingface.co/nlp/viewer/?dataset=blog_authorship_corpus I get this: ![image](https://user-images.githubusercontent.com/7553188/94349542-4364f300-0013-11eb-897d-b25660a449f0.png)
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672
Questions about XSUM
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2020-09-26T17:16:24Z
2022-10-04T17:30:17Z
2022-10-04T17:30:17
CONTRIBUTOR
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Hi there ✋ I'm looking into your `xsum` dataset and I have several questions on that. So here is how I loaded the data: ``` >>> data = datasets.load_dataset('xsum', version='1.0.1') >>> data['train'] Dataset(features: {'document': Value(dtype='string', id=None), 'summary': Value(dtype='string', id=None)}, nu...
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671
[BUG] No such file or directory
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2020-09-25T16:38:54Z
2020-09-28T14:42:42Z
2020-09-28T14:42:42
CONTRIBUTOR
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This happens when both 1. Huggingface datasets cache dir does not exist 2. Try to load a local dataset script builder.py throws an error when trying to create a filelock in a directory (cache/datasets) that does not exist https://github.com/huggingface/datasets/blob/master/src/datasets/builder.py#L177 Tested o...
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670
Fix SQuAD metric kwargs description
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2020-09-25T16:08:57Z
2020-09-29T15:57:39Z
2020-09-29T15:57:38
MEMBER
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The `answer_start` field was missing in the kwargs docstring. This should fix #657 FYI another fix was proposed by @tshrjn in #658 and suggests to remove this field. However IMO `answer_start` is useful to match the squad dataset format for consistency, even though it is not used in the metric computation. I th...
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669
How to skip a example when running dataset.map
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2020-09-25T11:17:53Z
2022-06-17T21:45:03Z
2020-10-05T16:28:13
NONE
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in processing func, I process examples and detect some invalid examples, which I did not want it to be added into train dataset. However I did not find how to skip this recognized invalid example when doing dataset.map.
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668
OverflowError when slicing with an array containing negative ids
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2020-09-24T16:27:14Z
2020-09-28T14:42:19Z
2020-09-28T14:42:19
MEMBER
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```python from datasets import Dataset d = ds.Dataset.from_dict({"a": range(10)}) print(d[0]) # {'a': 0} print(d[-1]) # {'a': 9} print(d[[0, -1]]) # OverflowError ``` results in ``` --------------------------------------------------------------------------- OverflowError ...
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667
Loss not decrease with Datasets and Transformers
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2020-09-24T15:14:43Z
2021-01-01T20:01:25Z
2021-01-01T20:01:25
NONE
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HI, The following script is used to fine-tune a BertForSequenceClassification model on SST2. The script is adapted from [this colab](https://colab.research.google.com/github/huggingface/datasets/blob/master/notebooks/Overview.ipynb) that presents an example of fine-tuning BertForQuestionAnswering using squad data...
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666
Does both 'bookcorpus' and 'wikipedia' belong to the same datasets which Google used for pretraining BERT?
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2020-09-23T19:02:25Z
2020-10-27T15:19:25Z
2020-10-27T15:19:25
NONE
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runing dataset.map, it raises TypeError: can't pickle Tokenizer objects
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2020-09-23T04:28:14Z
2020-10-08T09:32:16Z
2020-10-08T09:32:16
NONE
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I load squad dataset. Then want to process data use following function with `Huggingface Transformers LongformerTokenizer`. ``` def convert_to_features(example): # Tokenize contexts and questions (as pairs of inputs) input_pairs = [example['question'], example['context']] encodings = tokenizer.encode...
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664
load_dataset from local squad.py, raise error: TypeError: 'NoneType' object is not callable
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2020-09-23T03:53:36Z
2023-04-17T09:31:20Z
2020-10-20T09:06:13
NONE
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version: 1.0.2 ``` train_dataset = datasets.load_dataset('squad') ``` The above code can works. However, when I download the squad.py from your server, and saved as `my_squad.py` to local. I run followings raise errors. ``` train_dataset = datasets.load_dataset('./my_squad.py') ...
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663
Created dataset card snli.md
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2020-09-22T22:29:37Z
2020-10-13T17:05:20Z
2020-10-12T20:26:52
CONTRIBUTOR
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First draft of a dataset card using the SNLI corpus as an example. This is mostly based on the [Google Doc draft](https://docs.google.com/document/d/1dKPGP-dA2W0QoTRGfqQ5eBp0CeSsTy7g2yM8RseHtos/edit), but I added a few sections and moved some things around. - I moved **Who Was Involved** to follow **Language**, ...
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Created dataset card snli.md
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2020-09-22T21:00:17Z
2023-09-24T09:50:16Z
2020-09-22T21:26:21
CONTRIBUTOR
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First draft of a dataset card using the SNLI corpus as an example
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661
Replace pa.OSFile by open
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2020-09-22T15:05:59Z
2021-05-05T18:24:36Z
2020-09-22T15:15:25
MEMBER
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It should fix #643
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660
add openwebtext
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2020-09-22T12:05:22Z
2020-10-06T09:20:10Z
2020-09-28T09:07:26
CONTRIBUTOR
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This adds [The OpenWebText Corpus](https://skylion007.github.io/OpenWebTextCorpus/), which is a clean and large text corpus for nlp pretraining. It is an open source effort to reproduce OpenAI’s WebText dataset used by GPT-2, and it is also needed to reproduce ELECTRA. It solves #132 . ### Besides dataset buildin...
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659
Keep new columns in transmit format
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2020-09-22T09:47:23Z
2020-09-22T10:07:22Z
2020-09-22T10:07:20
MEMBER
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When a dataset is formatted with a list of columns that `__getitem__` should return, then calling `map` to add new columns doesn't add the new columns to this list. It caused `KeyError` issues in #620 I changed the logic to add those new columns to the list that `__getitem__` should return.
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658
Fix squad metric's Features
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2020-09-22T09:09:52Z
2020-09-29T15:58:30Z
2020-09-29T15:58:30
NONE
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Resolves issue [657](https://github.com/huggingface/datasets/issues/657).
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657
Squad Metric Description & Feature Mismatch
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2020-09-22T09:07:00Z
2020-10-13T02:16:56Z
2020-09-29T15:57:38
NONE
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The [description](https://github.com/huggingface/datasets/blob/master/metrics/squad/squad.py#L39) doesn't mention `answer_start` in squad. However the `datasets.features` require [it](https://github.com/huggingface/datasets/blob/master/metrics/squad/squad.py#L68). It's also not used in the evaluation.
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656
Use multiprocess from pathos for multiprocessing
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2020-09-21T16:12:19Z
2020-09-28T14:45:40Z
2020-09-28T14:45:39
MEMBER
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[Multiprocess](https://github.com/uqfoundation/multiprocess) (from the [pathos](https://github.com/uqfoundation/pathos) project) allows to use lambda functions in multiprocessed map. It was suggested to use it by @kandorm. We're already using dill which is its only dependency.
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655
added Winogrande debiased subset
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2020-09-21T14:51:08Z
2020-09-21T16:20:40Z
2020-09-21T16:16:04
CONTRIBUTOR
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The [Winogrande](https://arxiv.org/abs/1907.10641) paper mentions a `debiased` subset that wasn't in the first release; this PR adds it.
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654
Allow empty inputs in metrics
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2020-09-21T11:26:36Z
2020-10-06T03:51:48Z
2020-09-21T16:13:38
MEMBER
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There was an arrow error when trying to compute a metric with empty inputs. The error was occurring when reading the arrow file, before calling metric._compute.
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653
handle data alteration when trying type
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2020-09-21T10:41:49Z
2020-09-21T16:13:06Z
2020-09-21T16:13:05
MEMBER
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Fix #649 The bug came from the type inference that didn't handle a weird case in Pyarrow. Indeed this code runs without error but alters the data in arrow: ```python import pyarrow as pa type = pa.struct({"a": pa.struct({"b": pa.string()})}) array_with_altered_data = pa.array([{"a": {"b": "foo", "c": "bar"}}...
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652
handle connection error in download_prepared_from_hf_gcs
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2020-09-21T08:21:11Z
2020-09-21T08:28:43Z
2020-09-21T08:28:42
MEMBER
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Fix #647
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Problem with JSON dataset format
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2020-09-20T23:57:14Z
2020-09-21T12:14:24Z
1970-01-01T00:00:00
NONE
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I have a local json dataset with the following form. { 'id01234': {'key1': value1, 'key2': value2, 'key3': value3}, 'id01235': {'key1': value1, 'key2': value2, 'key3': value3}, . . . 'id09999': {'key1': value1, 'key2': value2, 'key3': value3} } Note that instead of a list of records i...
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dummy data testing can't test datasets using `dl_manager.extract` in `_split_generators`
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2020-09-19T11:07:03Z
2020-09-22T11:54:10Z
2020-09-22T11:54:09
CONTRIBUTOR
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Hi, I recently want to add a dataset whose source data is like this ``` openwebtext.tar.xz |__ openwebtext |__subset000.xz | |__ ....txt | |__ ....txt | ... |__ subset001.xz | .... ``` So I wrote `openwebtext.py` like this ``` d...
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Inconsistent behavior in map
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2020-09-19T08:41:12Z
2020-09-21T16:13:05Z
2020-09-21T16:13:05
NONE
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I'm observing inconsistent behavior when applying .map(). This happens specifically when I'm incrementally adding onto a feature that is a nested dictionary. Here's a simple example that reproduces the problem. ```python import datasets # Dataset with a single feature called 'field' consisting of two examples d...
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648
offset overflow when multiprocessing batched map on large datasets.
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2020-09-19T02:15:11Z
2020-09-19T16:47:07Z
2020-09-19T16:46:31
CONTRIBUTOR
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It only happened when "multiprocessing" + "batched" + "large dataset" at the same time. ``` def bprocess(examples): examples['len'] = [] for text in examples['text']: examples['len'].append(len(text)) return examples wiki.map(brpocess, batched=True, num_proc=8) ``` ``` ----------------------------...
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647
Cannot download dataset_info.json
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2020-09-19T01:35:15Z
2020-09-21T08:28:42Z
2020-09-21T08:28:42
NONE
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I am running my job on a cloud server where does not provide for connections from the standard compute nodes to outside resources. Hence, when I use `dataset.load_dataset()` to load data, I got an error like this: ``` ConnectionError: Couldn't reach https://storage.googleapis.com/huggingface-nlp/cache/datasets/text...
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646
Fix docs typos
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2020-09-18T19:32:27Z
2020-09-21T16:30:54Z
2020-09-21T16:14:12
COLLABORATOR
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This PR fixes few typos in the docs and the error in the code snippet in the set_format section in docs/source/torch_tensorflow.rst. `torch.utils.data.Dataloader` expects padded batches so it throws an error due to not being able to stack the unpadded tensors. If we follow the Quick tour from the docs where they add th...
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645
Don't use take on dataset table in pyarrow 1.0.x
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2020-09-18T17:31:34Z
2023-09-19T07:59:19Z
2020-09-19T16:46:31
MEMBER
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Fix #615
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644
Better windows support
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2020-09-18T17:17:36Z
2020-09-25T14:02:30Z
2020-09-25T14:02:28
MEMBER
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There are a few differences in the behavior of python and pyarrow on windows. For example there are restrictions when accessing/deleting files that are open Fix #590
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643
Caching processed dataset at wrong folder
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2020-09-18T15:41:26Z
2022-02-16T14:53:29Z
2022-02-16T14:53:29
CONTRIBUTOR
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Hi guys, I run this on my Colab (PRO): ```python from datasets import load_dataset dataset = load_dataset('text', data_files='/content/corpus.txt', cache_dir='/content/drive/My Drive', split='train') def encode(examples): return tokenizer(examples['text'], truncation=True, padding='max_length') dataset = ...
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642
Rename wnut fields
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2020-09-18T13:51:31Z
2020-09-18T17:18:31Z
2020-09-18T17:18:30
MEMBER
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As mentioned in #641 it would be cool to have it follow the naming of the other NER datasets
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641
Add Polyglot-NER Dataset
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2020-09-18T13:21:44Z
2020-09-20T03:04:43Z
2020-09-20T03:04:43
CONTRIBUTOR
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Adds the [Polyglot-NER dataset](https://sites.google.com/site/rmyeid/projects/polylgot-ner) with named entity tags for 40 languages. I include separate configs for each language as well as a `combined` config which lumps them all together.
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640
Make shuffle compatible with temp_seed
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2020-09-18T11:38:58Z
2020-09-18T11:47:51Z
2020-09-18T11:47:50
MEMBER
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This code used to return different dataset at each run ```python import dataset as ds dataset = ... with ds.temp_seed(42): shuffled = dataset.shuffle() ``` Now it returns the same one since the seed is set
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639
Update glue QQP checksum
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2020-09-18T09:08:15Z
2020-09-18T11:37:08Z
2020-09-18T11:37:07
MEMBER
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Fix #638
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638
GLUE/QQP dataset: NonMatchingChecksumError
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2020-09-18T07:09:10Z
2020-09-18T11:37:07Z
2020-09-18T11:37:07
CONTRIBUTOR
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Hi @lhoestq , I know you are busy and there are also other important issues. But if this is easy to be fixed, I am shamelessly wondering if you can give me some help , so I can evaluate my models and restart with my developing cycle asap. 😚 datasets version: editable install of master at 9/17 `datasets.load_data...
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637
Add MATINF
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2020-09-17T12:24:53Z
2020-09-17T13:23:18Z
2020-09-17T13:23:17
CONTRIBUTOR
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636
Consistent ner features
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2020-09-16T15:56:25Z
2020-09-17T09:52:59Z
2020-09-17T09:52:58
MEMBER
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As discussed in #613 , this PR aims at making NER feature names consistent across datasets. I changed the feature names of LinCE and XTREME/PAN-X
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Loglevel
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2020-09-16T14:37:53Z
2020-09-17T09:52:19Z
2020-09-17T09:52:18
MEMBER
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Continuation of #618
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634
Add ConLL-2000 dataset
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2020-09-16T11:14:11Z
2020-09-17T10:38:10Z
2020-09-17T10:38:10
CONTRIBUTOR
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Adds ConLL-2000 dataset used for text chunking. See https://www.clips.uantwerpen.be/conll2000/chunking/ for details and [motivation](https://github.com/huggingface/transformers/pull/7041#issuecomment-692710948) behind this PR
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633
Load large text file for LM pre-training resulting in OOM
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2020-09-16T04:33:15Z
2021-02-16T12:02:01Z
1970-01-01T00:00:00
NONE
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I tried to pretrain Longformer using transformers and datasets. But I got OOM issues with loading a large text file. My script is almost like this: ```python from datasets import load_dataset @dataclass class DataCollatorForDatasetsLanguageModeling(DataCollatorForLanguageModeling): """ Data collator u...
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632
Fix typos in the loading datasets docs
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2020-09-16T00:27:41Z
2020-09-21T16:31:11Z
2020-09-16T06:52:44
COLLABORATOR
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This PR fixes two typos in the loading datasets docs, one of them being a broken link to the `load_dataset` function.
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Fix text delimiter
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2020-09-15T08:08:42Z
2020-09-22T15:03:06Z
2020-09-15T08:26:25
MEMBER
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I changed the delimiter in the `text` dataset script. It should fix the `pyarrow.lib.ArrowInvalid: CSV parse error` from #622 I changed the delimiter to an unused ascii character that is not present in text files : `\b`
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Text dataset not working with large files
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2020-09-15T06:02:36Z
2020-09-25T22:21:43Z
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``` Traceback (most recent call last): File "examples/language-modeling/run_language_modeling.py", line 333, in <module> main() File "examples/language-modeling/run_language_modeling.py", line 262, in main get_dataset(data_args, tokenizer=tokenizer, cache_dir=model_args.cache_dir) if training_args.do_t...
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straddling object straddles two block boundaries
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2020-09-15T00:30:46Z
2020-09-15T00:36:17Z
2020-09-15T00:32:17
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I am trying to read json data (it's an array with lots of dictionaries) and getting block boundaries issue as below : I tried calling read_json with readOptions but no luck . ``` table = json.read_json(fn) Traceback (most recent call last): File "<stdin>", line 1, in <module> File "pyarrow/_json.pyx", li...
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Update docs links in the contribution guideline
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2020-09-14T23:27:19Z
2020-11-02T21:03:23Z
2020-09-15T06:19:35
CONTRIBUTOR
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Fixed the `add a dataset` and `share a dataset` links in the contribution guideline to refer to the new docs website.
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627
fix (#619) MLQA features names
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2020-09-14T20:41:59Z
2020-11-02T21:04:32Z
2020-09-16T06:54:11
CONTRIBUTOR
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Fixed the features names as suggested in (#619) in the `_generate_examples` and `_info` methods in the MLQA loading script and also changed the names in the `dataset_infos.json` file.
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626
Update GLUE URLs (now hosted on FB)
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2020-09-14T19:05:39Z
2020-09-16T06:53:18Z
2020-09-16T06:53:18
CONTRIBUTOR
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NYU is switching dataset hosting from Google to FB. This PR closes https://github.com/huggingface/datasets/issues/608 and is necessary for https://github.com/jiant-dev/jiant/issues/161. This PR updates the data URLs based on changes made in https://github.com/nyu-mll/jiant/pull/1112. Note: rebased on huggingface/dat...
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dtype of tensors should be preserved
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2020-09-14T12:38:05Z
2021-08-17T08:30:04Z
2021-08-17T08:30:04
CONTRIBUTOR
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After switching to `datasets` my model just broke. After a weekend of debugging, the issue was that my model could not handle the double that the Dataset provided, as it expected a float (but didn't give a warning, which seems a [PyTorch issue](https://discuss.pytorch.org/t/is-it-required-that-input-and-hidden-for-gru-...
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624
Add learningq dataset
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2020-09-13T10:20:27Z
2020-09-14T09:50:02Z
1970-01-01T00:00:00
NONE
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Hi, Thank you again for this amazing repo. Would it be possible for y'all to add the LearningQ dataset - https://github.com/AngusGLChen/LearningQ ?
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Custom feature types in `load_dataset` from CSV
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2020-09-12T13:21:34Z
2020-09-30T19:51:43Z
2020-09-30T08:39:54
MEMBER
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I am trying to load a local file with the `load_dataset` function and I want to predefine the feature types with the `features` argument. However, the types are always the same independent of the value of `features`. I am working with the local files from the emotion dataset. To get the data you can use the followi...
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load_dataset for text files not working
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2020-09-12T12:49:28Z
2020-10-28T11:07:31Z
2020-10-28T11:07:30
CONTRIBUTOR
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Trying the following snippet, I get different problems on Linux and Windows. ```python dataset = load_dataset("text", data_files="data.txt") # or dataset = load_dataset("text", data_files=["data.txt"]) ``` (ps [This example](https://huggingface.co/docs/datasets/loading_datasets.html#json-files) shows that ...
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621
[docs] Index: The native emoji looks kinda ugly in large size
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2020-09-15T06:20:03Z
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map/filter multiprocessing raises errors and corrupts datasets
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2020-09-11T22:30:06Z
2020-10-08T16:31:47Z
2020-10-08T16:31:46
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After upgrading to the 1.0 started seeing errors in my data loading script after enabling multiprocessing. ```python ... ner_ds_dict = ner_ds.train_test_split(test_size=test_pct, shuffle=True, seed=seed) ner_ds_dict["validation"] = ner_ds_dict["test"] rel_ds_dict = rel_ds.train_test_split(test_si...
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