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https://api.github.com/repos/huggingface/datasets/issues/877
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https://github.com/huggingface/datasets/issues/877
748,234,438
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877
DataLoader(datasets) become more and more slowly within iterations
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[ "Hi ! Thanks for reporting.\r\nDo you have the same slowdown when you iterate through the raw dataset object as well ? (no dataloader)\r\nIt would be nice to know whether it comes from the dataloader or not", "> Hi ! Thanks for reporting.\r\n> Do you have the same slowdown when you iterate through the raw dataset...
2020-11-22T12:41:10Z
2024-11-22T03:02:53Z
2020-11-29T15:45:12Z
NONE
null
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Hello, when I for loop my dataloader, the loading speed is becoming more and more slowly! ``` dataset = load_from_disk(dataset_path) # around 21,000,000 lines lineloader = tqdm(DataLoader(dataset, batch_size=1)) for idx, line in enumerate(lineloader): # do some thing for each line ``` In the begining, th...
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imdb dataset cannot be loaded
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[ "It looks like there was an issue while building the imdb dataset.\r\nCould you provide more information about your OS and the version of python and `datasets` ?\r\n\r\nAlso could you try again with \r\n```python\r\ndataset = datasets.load_dataset(\"imdb\", split=\"train\", download_mode=\"force_redownload\")\r\n``...
2020-11-22T08:24:43Z
2024-05-10T03:03:29Z
2020-12-24T17:38:47Z
CONTRIBUTOR
null
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Hi I am trying to load the imdb train dataset `dataset = datasets.load_dataset("imdb", split="train")` getting following errors, thanks for your help ``` Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/idiap/user/rkarimi/libs/anaconda3/envs/internship/lib/python3.7/...
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bug in boolq dataset loading
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[ "I just opened a PR to fix this.\r\nThanks for reporting !" ]
2020-11-22T08:18:34Z
2020-11-24T10:12:33Z
2020-11-24T10:12:33Z
CONTRIBUTOR
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Hi I am trying to load boolq dataset: ``` import datasets datasets.load_dataset("boolq") ``` I am getting the following errors, thanks for your help ``` >>> import datasets 2020-11-22 09:16:30.070332: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcuda...
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trec dataset unavailable
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[ "This was fixed in #740 \r\nCould you try to update `datasets` and try again ?", "This has been fixed in datasets 1.1.3" ]
2020-11-22T08:09:36Z
2020-11-27T13:56:42Z
2020-11-27T13:56:42Z
CONTRIBUTOR
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Hi when I try to load the trec dataset I am getting these errors, thanks for your help `datasets.load_dataset("trec", split="train") ` ``` File "<stdin>", line 1, in <module> File "/idiap/user/rkarimi/libs/anaconda3/envs/internship/lib/python3.7/site-packages/datasets/load.py", line 611, in load_dataset ...
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873
load_dataset('cnn_dalymail', '3.0.0') gives a 'Not a directory' error
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[ "I get the same error. It was fixed some days ago, but again it appears", "Hi @mrm8488 it's working again today without any fix so I am closing this issue.", "I see the issue happening again today - \r\n\r\n[nltk_data] Downloading package stopwords to /root/nltk_data...\r\n[nltk_data] Package stopwords is alr...
2020-11-21T06:30:45Z
2023-08-03T12:07:03Z
2020-11-22T12:18:05Z
NONE
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``` from datasets import load_dataset dataset = load_dataset('cnn_dailymail', '3.0.0') ``` Stack trace: ``` --------------------------------------------------------------------------- NotADirectoryError Traceback (most recent call last) <ipython-input-6-2e06a8332652> in <module>() ...
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terminate called after throwing an instance of 'google::protobuf::FatalException'
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[ "Loading the iwslt2017-en-nl config of iwslt2017 works fine on my side. \r\nMaybe you can open an issue on transformers as well ? And also add more details about your environment (OS, python version, version of transformers and datasets etc.)", "closing now, figured out this is because the max length of decoder w...
2020-11-20T12:56:24Z
2020-12-12T21:16:32Z
2020-12-12T21:16:32Z
CONTRIBUTOR
null
null
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Hi I am using the dataset "iwslt2017-en-nl", and after downloading it I am getting this error when trying to evaluate it on T5-base with seq2seq_trainer.py in the huggingface repo could you assist me please? thanks 100%|█████████████████████████████████████████████████████████████████████████████████████████████...
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[Feature Request] Add optional parameter in text loading script to preserve linebreaks
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[ "Hi ! Thanks for your message.\r\nIndeed it's a free feature we can add and that can be useful.\r\nIf you want to contribute, feel free to open a PR to add it to the text dataset script :)", "Resolved via #1913." ]
2020-11-19T23:51:31Z
2022-06-01T15:25:53Z
2022-06-01T15:25:52Z
NONE
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I'm working on a project about rhyming verse using phonetic poetry and song lyrics, and line breaks are a vital part of the data. I recently switched over to use the datasets library when my various corpora grew larger than my computer's memory. And so far, it is SO great. But the first time I processed all of ...
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OSCAR from Inria group
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[ "PR is already open here : #348 \r\nThe only thing remaining is to compute the metadata of each subdataset (one per language + shuffled/unshuffled).\r\nAs soon as #863 is merged we can start computing them. This will take a bit of time though", "Grand, thanks for this!" ]
2020-11-18T14:40:54Z
2020-11-18T15:01:30Z
2020-11-18T15:01:30Z
NONE
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## Adding a Dataset - **Name:** *OSCAR* (Open Super-large Crawled ALMAnaCH coRpus), multilingual parsing of Common Crawl (separate crawls for many different languages), [here](https://oscar-corpus.com/). - **Description:** *OSCAR or Open Super-large Crawled ALMAnaCH coRpus is a huge multilingual corpus obtained by la...
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Have Trouble importing `datasets`
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[ "I'm sorry, this was a problem with my environment.\r\nNow that I have identified the cause of environmental dependency, I would like to fix it and try it.\r\nExcuse me for making a noise." ]
2020-11-18T08:04:41Z
2020-11-18T08:16:35Z
2020-11-18T08:16:35Z
CONTRIBUTOR
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I'm failing to import transformers (v4.0.0-dev), and tracing the cause seems to be failing to import datasets. I cloned the newest version of datasets (master branch), and do `pip install -e .`. Then, `import datasets` causes the error below. ``` ~/workspace/Clone/datasets/src/datasets/utils/file_utils.py in ...
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864
Unable to download cnn_dailymail dataset
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[ "Same error here!\r\n", "Same here! My kaggle notebook stopped working like yesterday. It's strange because I have fixed version of datasets==1.1.2", "I'm looking at it right now", "I couldn't reproduce unfortunately. I tried\r\n```python\r\nfrom datasets import load_dataset\r\n\r\nload_dataset(\"cnn_dailymai...
2020-11-18T04:38:02Z
2020-11-20T05:22:11Z
2020-11-20T05:22:10Z
NONE
null
null
null
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### Script to reproduce the error ``` from datasets import load_dataset train_dataset = load_dataset("cnn_dailymail", "3.0.0", split= 'train[:10%') valid_dataset = load_dataset("cnn_dailymail","3.0.0", split="validation[:5%]") ``` ### Error ``` -------------------------------------------------------------...
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861
Possible Bug: Small training/dataset file creates gigantic output
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[ "The preprocessing tokenizes the input text. Tokenization outputs `input_ids`, `attention_mask`, `token_type_ids` and `special_tokens_mask`. All those are of length`max_seq_length` because of padding. Therefore for each sample it generate 4 *`max_seq_length` integers. Currently they're all saved as int64. This is w...
2020-11-17T13:48:59Z
2021-03-30T14:04:04Z
2021-03-22T12:04:55Z
NONE
null
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Hey guys, I was trying to create a new bert model from scratch via _huggingface transformers + tokenizers + dataets_ (actually using this example script by your team: https://github.com/huggingface/transformers/blob/master/examples/language-modeling/run_mlm.py). It was supposed to be a first test with a small 5 GB r...
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860
wmt16 cs-en does not donwload
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[ "We know host this file, so downloading should be more robust." ]
2020-11-17T13:45:35Z
2022-10-05T12:27:00Z
2022-10-05T12:26:59Z
CONTRIBUTOR
null
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Hi I am trying with wmt16, cs-en pair, thanks for the help, perhaps similar to the ro-en issue. thanks split="train", n_obs=data_args.n_train) for task in data_args.task} File "finetune_t5_trainer.py", line 109, in <dictcomp> split="train", n_obs=data_args.n_train) for task in data_args.task} File "/hom...
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wmt16 does not download
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[ "Hi,I also posted it to the forum, but this is a bug, perhaps it needs to be reported here? thanks ", "It looks like the official OPUS server for WMT16 doesn't provide the data files anymore (503 error).\r\nI searched a bit and couldn't find a mirror except maybe http://nlp.ffzg.hr/resources/corpora/setimes/ (the...
2020-11-16T09:31:51Z
2022-10-05T12:27:42Z
2022-10-05T12:27:42Z
CONTRIBUTOR
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Hi, I appreciate your help with the following error, thanks >>> from datasets import load_dataset >>> dataset = load_dataset("wmt16", "ro-en", split="train") Downloading and preparing dataset wmt16/ro-en (download: Unknown size, generated: Unknown size, post-processed: Unknown size, total: Unknown size) to /root/...
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853
concatenate_datasets support axis=0 or 1 ?
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[ "Unfortunately `concatenate_datasets` only supports concatenating the rows, while what you want to achieve is concatenate the columns.\r\nCurrently to add more columns to a dataset, one must use `map`.\r\nWhat you can do is somehting like this:\r\n```python\r\n# suppose you have datasets d1, d2, d3\r\ndef add_colum...
2020-11-16T02:46:23Z
2021-04-19T16:07:18Z
2021-04-19T16:07:18Z
NONE
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I want to achieve the following result ![image](https://user-images.githubusercontent.com/12437751/99207426-f0c8db80-27f8-11eb-820a-4d9f7287b742.png)
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wmt cannot be downloaded
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2020-11-16T01:04:41Z
2020-11-16T09:31:58Z
2020-11-16T09:31:58Z
CONTRIBUTOR
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Hi, I appreciate your help with the following error, thanks >>> from datasets import load_dataset >>> dataset = load_dataset("wmt16", "ro-en", split="train") Downloading and preparing dataset wmt16/ro-en (download: Unknown size, generated: Unknown size, post-processed: Unknown size, total: Unknown size) to /root/...
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849
Load amazon dataset
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[ "Thanks for reporting !\r\nWe plan to show information about the different configs of the datasets on the website, with the corresponding `load_dataset` calls.\r\n\r\nAlso I think the bullet points formatting has been fixed" ]
2020-11-13T08:34:24Z
2020-11-17T07:22:59Z
2020-11-17T07:22:59Z
CONTRIBUTOR
null
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Hi, I was going through amazon_us_reviews dataset and found that example API usage given on website is different from the API usage while loading dataset. Eg. what API usage is on the [website](https://huggingface.co/datasets/amazon_us_reviews) ``` from datasets import load_dataset dataset = load_dataset("amaz...
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Error when concatenate_datasets
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[ "As you can see in the error the test checks if `indices_mappings_in_memory` is True or not, which is different from the test you do in your script. In a dataset, both the data and the indices mapping can be either on disk or in memory.\r\n\r\nThe indices mapping correspond to a mapping on top of the data table tha...
2020-11-13T07:56:02Z
2020-11-13T17:40:59Z
2020-11-13T15:55:10Z
NONE
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Hello, when I concatenate two dataset loading from disk, I encountered a problem: ``` test_dataset = load_from_disk('data/test_dataset') trn_dataset = load_from_disk('data/train_dataset') train_dataset = concatenate_datasets([trn_dataset, test_dataset]) ``` And it reported ValueError blow: ``` --------------...
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multiprocessing in dataset map "can only test a child process"
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[ "It looks like an issue with wandb/tqdm here.\r\nWe're using the `multiprocess` library instead of the `multiprocessing` builtin python package to support various types of mapping functions. Maybe there's some sort of incompatibility.\r\n\r\nCould you make a minimal script to reproduce or a google colab ?", "hi f...
2020-11-13T06:01:04Z
2022-10-05T12:22:51Z
2022-10-05T12:22:51Z
NONE
null
null
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null
Using a dataset with a single 'text' field and a fast tokenizer in a jupyter notebook. ``` def tokenizer_fn(example): return tokenizer.batch_encode_plus(example['text']) ds_tokenized = text_dataset.map(tokenizer_fn, batched=True, num_proc=6, remove_columns=['text']) ``` ``` -------------------------...
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846
Add HoVer multi-hop fact verification dataset
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[ "Hi @yjernite I'm new but wanted to contribute. Has anyone already taken this problem and do you think it is suitable for newbies?", "Hi @tenjjin! This dataset is still up for grabs! Here's the link with the guide to add it. You should play around with the library first (download and look at a few datasets), the...
2020-11-12T19:55:46Z
2020-12-10T21:47:33Z
2020-12-10T21:47:33Z
MEMBER
null
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## Adding a Dataset - **Name:** HoVer - **Description:** https://twitter.com/YichenJiang9/status/1326954363806429186 contains 20K claim verification examples - **Paper:** https://arxiv.org/abs/2011.03088 - **Data:** https://hover-nlp.github.io/ - **Motivation:** There are still few multi-hop information extraction...
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741,531,121
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843
use_custom_baseline still produces errors for bertscore
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[ "Thanks for reporting ! That's a bug indeed\r\nIf you want to contribute, feel free to fix this issue and open a PR :)", "This error is because of a mismatch between `datasets` and `bert_score`. With `datasets=1.1.2` and `bert_score>=0.3.6` it works ok. So `pip install -U bert_score` should fix the problem. ", ...
2020-11-12T11:44:32Z
2024-05-28T16:30:17Z
2021-02-09T14:21:48Z
NONE
null
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`metric = load_metric('bertscore')` `a1 = "random sentences"` `b1 = "random sentences"` `metric.compute(predictions = [a1], references = [b1], lang = 'en')` `Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/home/stephen_chan/.local/lib/python3.6/site-packages/datasets/metric.py"...
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842
How to enable `.map()` pre-processing pipelines to support multi-node parallelism?
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[ "Right now multiprocessing only runs on single node.\r\n\r\nHowever it's probably possible to extend it to support multi nodes. Indeed we're using the `multiprocess` library from the `pathos` project to do multiprocessing in `datasets`, and `pathos` is made to support parallelism on several nodes. More info about p...
2020-11-12T02:04:38Z
2025-03-26T09:10:22Z
null
NONE
null
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Hi, Currently, multiprocessing can be enabled for the `.map()` stages on a single node. However, in the case of multi-node training, (since more than one node would be available) I'm wondering if it's possible to extend the parallel processing among nodes, instead of only 1 node running the `.map()` while the other ...
null
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841
Can not reuse datasets already downloaded
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[ "It seems the process needs '/datasets.huggingface.co/datasets/datasets/wikipedia/wikipedia.py'\r\nWhere and how to assign this ```wikipedia.py``` after I manually download it ?", "\r\ndownload the ```wikipedia.py``` at the working directory and go with ```dataset = load_dataset('wikipedia.py', '20200501.en')``` ...
2020-11-11T12:42:15Z
2020-11-11T18:17:16Z
2020-11-11T18:17:16Z
NONE
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Hello, I need to connect to a frontal node (with http proxy, no gpu) before connecting to a gpu node (but no http proxy, so can not use wget so on). I successfully downloaded and reuse the wikipedia datasets in a frontal node. When I connect to the gpu node, I supposed to use the downloaded datasets from cache, but...
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839
XSum dataset missing spaces between sentences
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2020-11-11T00:34:43Z
2020-11-11T00:34:43Z
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I noticed that the XSum dataset has no space between sentences. This could lead to worse results for anyone training or testing on it. Here's an example (0th entry in the test set): `The London trio are up for best UK act and best album, as well as getting two nominations in the best song category."We got told like ...
null
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836
load_dataset with 'csv' is not working. while the same file is loading with 'text' mode or with pandas
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[ "Which version of pyarrow do you have ? Could you try to update pyarrow and try again ?", "Thanks for the fast response. I have the latest version '2.0.0' (I tried to update)\r\nI am working with Python 3.8.5", "I think that the issue is similar to this one:https://issues.apache.org/jira/browse/ARROW-9612\r\nTh...
2020-11-10T19:35:40Z
2021-11-24T16:59:19Z
2020-11-19T17:35:38Z
NONE
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Hi All I am trying to load a custom dataset and I am trying to load a single file to make sure the file is loading correctly: dataset = load_dataset('csv', data_files=files) When I run it I get: Downloading and preparing dataset csv/default-35575a1051604c88 (download: Unknown size, generated: Unknown size, post-...
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740,102,210
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835
Wikipedia postprocessing
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[ "Hi @bminixhofer ! Parsing WikiMedia is notoriously difficult: this processing used [mwparserfromhell](https://github.com/earwig/mwparserfromhell) which is pretty good but not perfect.\r\n\r\nAs an alternative, you can also use the Wiki40b dataset which was pre-processed using an un-released Google internal tool", ...
2020-11-10T17:26:38Z
2020-11-10T18:23:20Z
2020-11-10T17:49:21Z
NONE
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Hi, thanks for this library! Running this code: ```py import datasets wikipedia = datasets.load_dataset("wikipedia", "20200501.de") print(wikipedia['train']['text'][0]) ``` I get: ``` mini|Ricardo Flores Magón mini|Mexikanische Revolutionäre, Magón in der Mitte anführend, gegen die Diktatur von Porfir...
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834
[GEM] add WikiLingua cross-lingual abstractive summarization dataset
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[ "Hey @yjernite. This is a very interesting dataset. Would love to work on adding it but I see that the link to the data is to a gdrive folder. Can I just confirm wether dlmanager can handle gdrive urls or would this have to be a manual dl?", "Hi @KMFODA ! A version of WikiLingua is actually already accessible in ...
2020-11-10T17:00:43Z
2021-04-15T12:04:09Z
2021-04-15T12:01:38Z
MEMBER
null
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## Adding a Dataset - **Name:** WikiLingua - **Description:** The dataset includes ~770k article and summary pairs in 18 languages from WikiHow. The gold-standard article-summary alignments across languages were extracted by aligning the images that are used to describe each how-to step in an article. - **Paper:** h...
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833
[GEM] add ASSET text simplification dataset
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2020-11-10T16:56:30Z
2020-12-03T13:38:15Z
2020-12-03T13:38:15Z
MEMBER
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## Adding a Dataset - **Name:** ASSET - **Description:** ASSET is a crowdsourced multi-reference corpus for assessing sentence simplification in English where each simplification was produced by executing several rewriting transformations. - **Paper:** https://www.aclweb.org/anthology/2020.acl-main.424.pdf - **Dat...
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832
[GEM] add WikiAuto text simplification dataset
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2020-11-10T16:53:23Z
2020-12-03T13:38:08Z
2020-12-03T13:38:08Z
MEMBER
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## Adding a Dataset - **Name:** WikiAuto - **Description:** Sentences in English Wikipedia and their corresponding sentences in Simple English Wikipedia that are written with simpler grammar and word choices. A lot of lexical and syntactic paraphrasing. - **Paper:** https://www.aclweb.org/anthology/2020.acl-main.70...
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831
[GEM] Add WebNLG dataset
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2020-11-10T16:46:48Z
2020-12-03T13:38:01Z
2020-12-03T13:38:01Z
MEMBER
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## Adding a Dataset - **Name:** WebNLG - **Description:** WebNLG consists of Data/Text pairs where the data is a set of triples extracted from DBpedia and the text is a verbalisation of these triples (16,095 data inputs and 42,873 data-text pairs). The data is available in English and Russian - **Paper:** https://ww...
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830
[GEM] add ToTTo Table-to-text dataset
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[ "closed via #1098 " ]
2020-11-10T16:38:34Z
2020-12-10T13:06:02Z
2020-12-10T13:06:01Z
MEMBER
null
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## Adding a Dataset - **Name:** ToTTo - **Description:** ToTTo is an open-domain English table-to-text dataset with over 120,000 training examples that proposes a controlled generation task: given a Wikipedia table and a set of highlighted table cells, produce a one-sentence description. - **Paper:** https://arxiv.o...
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829
[GEM] add Schema-Guided Dialogue
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2020-11-10T16:33:44Z
2020-12-03T13:37:50Z
2020-12-03T13:37:50Z
MEMBER
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## Adding a Dataset - **Name:** The Schema-Guided Dialogue Dataset - **Description:** The Schema-Guided Dialogue (SGD) dataset consists of over 20k annotated multi-domain, task-oriented conversations between a human and a virtual assistant. These conversations involve interactions with services and APIs spanning 20 d...
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827
[GEM] MultiWOZ dialogue dataset
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[ "Hi @yjernite can I help in adding this dataset? \r\n\r\nI am excited about this because this will be my first contribution to the datasets library as well as to hugginface.", "Resolved via https://github.com/huggingface/datasets/pull/979" ]
2020-11-10T14:57:50Z
2022-10-05T12:31:13Z
2022-10-05T12:31:13Z
MEMBER
null
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## Adding a Dataset - **Name:** MultiWOZ (Multi-Domain Wizard-of-Oz) - **Description:** 10k annotated human-human dialogues. Each dialogue consists of a goal, multiple user and system utterances as well as a belief state. Only system utterances are annotated with dialogue acts – there are no annotations from the user...
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826
[GEM] Add E2E dataset
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2020-11-10T14:50:40Z
2020-12-03T13:37:57Z
2020-12-03T13:37:57Z
MEMBER
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## Adding a Dataset - **Name:** E2E NLG dataset (for End-to-end natural language generation) - **Description:**a dataset for training end-to-end, datadriven natural language generation systems in the restaurant domain, the datasets consists of 5,751 dialogue-act Meaning Representations (structured data) and 8.1 refer...
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824
Discussion using datasets in offline mode
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[ "No comments ?", "I think it would be very cool. I'm currently working on a cluster from Compute Canada, and I have internet access only when I'm not in the nodes where I run the scripts. So I was expecting to be able to use the wmt14 dataset until I realized I needed internet connection even if I downloaded the ...
2020-11-10T13:10:51Z
2023-10-26T09:26:26Z
2022-02-15T10:32:36Z
NONE
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`datasets.load_dataset("csv", ...)` breaks if you have no connection (There is already this issue https://github.com/huggingface/datasets/issues/761 about it). It seems to be the same for metrics too. I create this ticket to discuss a bit and gather what you have in mind or other propositions. Here are some point...
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how processing in batch works in datasets
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[ "Hi I don’t think this is a request for a dataset like you labeled it.\r\n\r\nI also think this would be better suited for the forum at https://discuss.huggingface.co. we try to keep the issue for the repo for bug reports and new features/dataset requests and have usage questions discussed on the forum. Thanks.", ...
2020-11-10T11:11:17Z
2020-11-10T13:11:10Z
2020-11-10T13:11:09Z
NONE
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Hi, I need to process my datasets before it is passed to dataloader in batch, here is my codes ``` class AbstractTask(ABC): task_name: str = NotImplemented preprocessor: Callable = NotImplemented split_to_data_split: Mapping[str, str] = NotImplemented tokenizer: Callable = NotImplemented ...
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datasets freezes
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[ "Pytorch is unable to convert strings to tensors unfortunately.\r\nYou can use `set_format(type=\"torch\")` on columns that can be converted to tensors, such as token ids.\r\n\r\nThis makes me think that we should probably raise an error or at least a warning when one tries to create pytorch tensors out of text col...
2020-11-10T05:10:19Z
2023-07-20T16:08:14Z
2023-07-20T16:08:13Z
NONE
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Hi, I want to load these two datasets and convert them to Dataset format in torch and the code freezes for me, could you have a look please? thanks dataset1 = load_dataset("squad", split="train[:10]") dataset1 = dataset1.set_format(type='torch', columns=['context', 'answers', 'question']) dataset2 = load_datase...
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739,506,859
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821
`kor_nli` dataset doesn't being loaded properly
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2020-11-10T02:04:12Z
2020-11-16T13:59:12Z
2020-11-16T13:59:12Z
NONE
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There are two issues from `kor_nli` dataset 1. csv.DictReader failed to split features by tab - Should not exist `None` value in label feature, but there it is. ```python kor_nli_train['train'].unique('gold_label') # ['neutral', 'entailment', 'contradiction', None] ``` -...
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739,145,369
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817
Add MRQA dataset
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[ "Done! cf #1117 and #1022" ]
2020-11-09T15:52:19Z
2020-12-04T15:44:42Z
2020-12-04T15:44:41Z
CONTRIBUTOR
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## Adding a Dataset - **Name:** MRQA - **Description:** Collection of different (subsets of) QA datasets all converted to the same format to evaluate out-of-domain generalization (the datasets come from different domains, distributions, etc.). Some datasets are used for training and others are used for evaluation. Th...
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816
[Caching] Dill globalvars() output order is not deterministic and can cause cache issues.
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[ "To show the issue:\r\n```\r\npython -c \"from datasets.fingerprint import Hasher; a=[]; func = lambda : len(a); print(Hasher.hash(func))\"\r\n```\r\ndoesn't always return the same ouput since `globs` is a dictionary with \"a\" and \"len\" as keys but sometimes not in the same order" ]
2020-11-09T15:01:20Z
2020-11-11T15:20:50Z
2020-11-11T15:20:50Z
MEMBER
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null
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Dill uses `dill.detect.globalvars` to get the globals used by a function in a recursive dump. `globalvars` returns a dictionary of all the globals that a dumped function needs. However the order of the keys in this dict is not deterministic and can cause caching issues. To fix that one could register an implementati...
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815
Is dataset iterative or not?
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[ "Hello !\r\nCould you give more details ?\r\n\r\nIf you mean iter through one dataset then yes, `Dataset` object does implement the `__iter__` method so you can use \r\n```python\r\nfor example in dataset:\r\n # do something\r\n```\r\n\r\nIf you want to iter through several datasets you can first concatenate the...
2020-11-09T09:11:48Z
2020-11-10T10:50:03Z
2020-11-10T10:50:03Z
NONE
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Hi I want to use your library for large-scale training, I am not sure if this is implemented as iterative datasets or not? could you provide me with example how I can use datasets as iterative datasets? thanks
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814
Joining multiple datasets
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[ "found a solution here https://discuss.pytorch.org/t/train-simultaneously-on-two-datasets/649/35, closed for now, thanks " ]
2020-11-08T16:19:30Z
2020-11-08T19:38:48Z
2020-11-08T19:38:48Z
NONE
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Hi I have multiple iterative datasets from your library with different size and I want to join them in a way that each datasets is sampled equally, so smaller datasets more, larger one less, could you tell me how to implement this in pytorch? thanks
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813
How to implement DistributedSampler with datasets
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[ "Hi Apparently I need to shard the data and give one host a chunk, could you provide me please with examples on how to do it? I want to use it jointly with finetune_trainer.py in huggingface repo seq2seq examples. thanks. ", "Hey @rabeehkarimimahabadi I'm actually looking for the same feature. Did you manage to g...
2020-11-08T15:27:11Z
2022-10-05T12:54:23Z
2022-10-05T12:54:23Z
NONE
null
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Hi, I am using your datasets to define my dataloaders, and I am training finetune_trainer.py in huggingface repo on them. I need a distributedSampler to be able to train the models on TPUs being able to distribute the load across the TPU cores. Could you tell me how I can implement the distribued sampler when using d...
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Too much logging
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[ "Hi ! Thanks for reporting :) \r\nI agree these one should be hidden when the logging level is warning, we'll fix that", "+1, the amount of logging is excessive.\r\n\r\nMost of it indeed comes from `filelock.py`, though there are occasionally messages from other sources too. Below is an example (all of these mess...
2020-11-07T23:56:30Z
2021-01-26T14:31:34Z
2020-11-16T17:06:42Z
NONE
null
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I'm doing this in the beginning of my script: from datasets.utils import logging as datasets_logging datasets_logging.set_verbosity_warning() but I'm still getting these logs: [2020-11-07 15:45:41,908][filelock][INFO] - Lock 139958278886176 acquired on /home/username/.cache/huggingface/datasets/cfe20ffaa80ef1...
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nlp viewer error
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[ "and also for 'blog_authorship_corpus'\r\nhttps://huggingface.co/nlp/viewer/?dataset=blog_authorship_corpus\r\n![image](https://user-images.githubusercontent.com/30210529/98557329-5c182800-22a4-11eb-9b01-5b910fb8fcd4.png)\r\n", "Is this the problem of my local computer or ??", "Related to:\r\n- #673" ]
2020-11-07T17:08:58Z
2022-02-15T10:51:44Z
2022-02-14T15:24:20Z
NONE
null
null
null
null
Hello, when I select amazon_us_reviews in nlp viewer, it shows error. https://huggingface.co/nlp/viewer/?dataset=amazon_us_reviews ![image](https://user-images.githubusercontent.com/30210529/98447334-4aa81200-2124-11eb-9dca-82c3ab34ccc2.png)
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809
Add Google Taskmaster dataset
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[ "Hey @yjernite. Was going to start working on this but found taskmaster 1,2 & 3 in the datasets library already so think this can be closed now?", "You are absolutely right :) \r\n\r\nClosed by https://github.com/huggingface/datasets/pull/1193 https://github.com/huggingface/datasets/pull/1197 https://github.com/h...
2020-11-06T15:10:41Z
2021-04-20T13:09:26Z
2021-04-20T13:09:26Z
MEMBER
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## Adding a Dataset - **Name:** Taskmaster - **Description:** A large dataset of task-oriented dialogue with annotated goals (55K dialogues covering entertainment and travel reservations) - **Paper:** https://arxiv.org/abs/1909.05358 - **Data:** https://github.com/google-research-datasets/Taskmaster - **Motivation...
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737,509,954
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807
load_dataset for LOCAL CSV files report CONNECTION ERROR
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[ "Hi !\r\nThe url works on my side.\r\n\r\nIs the url working in your navigator ?\r\nAre you connected to internet ? Does your network block access to `raw.githubusercontent.com` ?", "> Hi !\r\n> The url works on my side.\r\n> \r\n> Is the url working in your navigator ?\r\n> Are you connected to internet ? Does y...
2020-11-06T06:33:04Z
2021-01-11T01:30:27Z
2020-11-14T05:30:34Z
NONE
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## load_dataset for LOCAL CSV files report CONNECTION ERROR - **Description:** A local demo csv file: ``` import pandas as pd import numpy as np from datasets import load_dataset import torch import transformers df = pd.DataFrame(np.arange(1200).reshape(300,4)) df.to_csv('test.csv', header=False, index=Fal...
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737,215,430
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806
Quail dataset urls are out of date
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[ "Hi ! Thanks for reporting.\r\nWe should fix the urls and use quail 1.3.\r\nIf you want to contribute feel free to fix the urls and open a PR :) ", "Done! PR [https://github.com/huggingface/datasets/pull/820](https://github.com/huggingface/datasets/pull/820)\r\n\r\nUpdated links and also regenerated the metadata ...
2020-11-05T19:40:19Z
2020-11-10T14:02:51Z
2020-11-10T14:02:51Z
CONTRIBUTOR
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<h3>Code</h3> ``` from datasets import load_dataset quail = load_dataset('quail') ``` <h3>Error</h3> ``` FileNotFoundError: Couldn't find file at https://raw.githubusercontent.com/text-machine-lab/quail/master/quail_v1.2/xml/ordered/quail_1.2_train.xml ``` As per [quail v1.3 commit](https://github.co...
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805
On loading a metric from datasets, I get the following error
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[ "Hi ! We support only pyarrow > 0.17.1 so that we have access to the `PyExtensionType` object.\r\nCould you update pyarrow and try again ?\r\n```\r\npip install --upgrade pyarrow\r\n```" ]
2020-11-05T15:14:38Z
2022-02-14T15:32:59Z
2022-02-14T15:32:59Z
NONE
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null
null
null
`from datasets import load_metric` `metric = load_metric('bleurt')` Traceback: 210 class _ArrayXDExtensionType(pa.PyExtensionType): 211 212 ndims: int = None AttributeError: module 'pyarrow' has no attribute 'PyExtensionType' Any help will be appreciated. Thank you.
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804
Empty output/answer in TriviaQA test set (both in 'kilt_tasks' and 'trivia_qa')
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[ "cc @yjernite is this expected ?", "Yes: TriviaQA has a private test set for the leaderboard [here](https://competitions.codalab.org/competitions/17208)\r\n\r\nFor the KILT training and validation portions, you need to link the examples from the TriviaQA dataset as detailed here:\r\nhttps://github.com/huggingface...
2020-11-05T11:38:01Z
2020-11-09T14:14:59Z
2020-11-09T14:14:58Z
CONTRIBUTOR
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# The issue It's all in the title, it appears to be fine on the train and validation sets. Is there some kind of mapping to do like for the questions (see https://github.com/huggingface/datasets/blob/master/datasets/kilt_tasks/README.md) ? # How to reproduce ```py from datasets import load_dataset kilt_tas...
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735,790,876
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801
How to join two datasets?
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[ "Hi this is also my question. thanks ", "Hi ! Currently the only way to add new fields to a dataset is by using `.map` and picking items from the other dataset\r\n", "Closing this one. Feel free to re-open if you have other questions about this issue.\r\n\r\nAlso linking another discussion about joining dataset...
2020-11-04T03:53:11Z
2020-12-23T14:02:58Z
2020-12-23T14:02:58Z
NONE
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Hi, I'm wondering if it's possible to join two (preprocessed) datasets with the same number of rows but different labels? I'm currently trying to create paired sentences for BERT from `wikipedia/'20200501.en`, and I couldn't figure out a way to create a paired sentence using `.map()` where the second sentence is...
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Cannot load TREC dataset: ConnectionError
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[ "Hi ! Indeed there's an issue with those links.\r\nWe should probably use the target urls of the redirections instead", "Hi, the same issue here, could you tell me how to download it through datasets? thanks ", "Same issue. ", "Actually it's already fixed on the master branch since #740 \r\nI'll do the 1.1.3 ...
2020-11-03T17:45:22Z
2022-02-14T15:34:22Z
2022-02-14T15:34:22Z
NONE
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## Problem I cannot load "trec" dataset, it results with ConnectionError as shown below. I've tried on both Google Colab and locally. * `requests.head('http://cogcomp.org/Data/QA/QC/train_5500.label')` returns <Response [302]>. * `requests.head('http://cogcomp.org/Data/QA/QC/train_5500.label', allow_redirects=True...
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Token classification labels are strings and we don't have the list of labels
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[ "Indeed. Pinging @stefan-it here if he want to give an expert opinion :)", "Related is https://github.com/huggingface/datasets/pull/636", "Should definitely be a ClassLabel 👍 ", "Already done." ]
2020-11-03T15:33:30Z
2022-02-14T15:41:54Z
2022-02-14T15:41:53Z
CONTRIBUTOR
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Not sure if this is an issue we want to fix or not, putting it here so it's not forgotten. Right now, in token classification datasets, the labels for NER, POS and the likes are typed as `Sequence` of `strings`, which is wrong in my opinion. These should be `Sequence` of `ClassLabel` or some types that gives easy acces...
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735,198,265
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795
Descriptions of raw and processed versions of wikitext are inverted
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[ "Yes indeed ! Thanks for reporting", "Fixed by:\r\n- #3241" ]
2020-11-03T10:24:51Z
2022-02-14T15:46:21Z
2022-02-14T15:46:21Z
NONE
null
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Nothing of importance, but it looks like the descriptions of wikitext-n-v1 and wikitext-n-raw-v1 are inverted for both n=2 and n=103. I just verified by loading them and the `<unk>` tokens are present in the non-raw versions, which confirms that it's a mere inversion of the descriptions and not of the datasets themselv...
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794
self.options cannot be converted to a Python object for pickling
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[ "Hi ! Thanks for reporting that's a bug on master indeed.\r\nWe'll fix that soon" ]
2020-11-03T09:27:34Z
2020-11-19T17:35:38Z
2020-11-19T17:35:38Z
NONE
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Hi, Currently I am trying to load csv file with customized read_options. And the latest master seems broken if we pass the ReadOptions object. Here is a code snippet ```python from datasets import load_dataset from pyarrow.csv import ReadOptions load_dataset("csv", data_files=["out.csv"], read_options=ReadOpt...
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734,693,652
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792
KILT dataset: empty string in triviaqa input field
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[ "Just found out about https://github.com/huggingface/datasets/blob/master/datasets/kilt_tasks/README.md\r\n(Not very clear in https://huggingface.co/datasets/kilt_tasks links to http://github.com/huggingface/datasets/datasets/kilt_tasks/README.md which is dead, closing the issue though :))" ]
2020-11-02T17:33:54Z
2020-11-05T10:34:59Z
2020-11-05T10:34:59Z
CONTRIBUTOR
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# What happened Both train and test splits of the triviaqa dataset (part of the KILT benchmark) seem to have empty string in their input field (unlike the natural questions dataset, part of the same benchmark) # Versions KILT version is `1.0.0` `datasets` version is `1.1.2` [more here](https://gist.github.com/Pa...
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734,470,197
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790
Error running pip install -e ".[dev]" on MacOS 10.13.6: faiss/python does not exist
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[ "I saw that `faiss-cpu` 1.6.4.post2 was released recently to fix the installation on macos. It should work now", "Closing this one.\r\nFeel free to re-open if you still have issues" ]
2020-11-02T12:36:35Z
2020-11-10T14:05:02Z
2020-11-10T14:05:02Z
NONE
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null
null
null
I was following along with https://huggingface.co/docs/datasets/share_dataset.html#adding-tests-and-metadata-to-the-dataset when I ran into this error. ```sh git clone https://github.com/huggingface/datasets cd datasets virtualenv venv -p python3 --system-site-packages source venv/bin/activate pip install -e "....
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https://api.github.com/repos/huggingface/datasets/issues/788
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788
failed to reuse cache
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2020-11-02T02:42:36Z
2020-11-02T12:26:15Z
2020-11-02T12:26:15Z
NONE
null
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null
I packed the `load_dataset ` in a function of class, and cached data in a directory. But when I import the class and use the function, the data still have to be downloaded again. The information (Downloading and preparing dataset cnn_dailymail/3.0.0 (download: 558.32 MiB, generated: 1.28 GiB, post-processed: Unknown si...
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733,761,717
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786
feat(dataset): multiprocessing _generate_examples
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[ "I agree that would be cool :)\r\nRight now the only distributed dataset builder is based on Apache Beam so you can use distributed processing frameworks like Dataflow, Spark, Flink etc. to build your dataset but it's not really well suited for single-worker parallel processing afaik", "`_generate_examples` can n...
2020-10-31T16:52:16Z
2023-01-16T10:59:13Z
2023-01-16T10:59:13Z
CONTRIBUTOR
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forking this out of #741, this issue is only regarding multiprocessing I'd love if there was a dataset configuration parameter `workers`, where when it is `1` it behaves as it does right now, and when its `>1` maybe `_generate_examples` can also get the `pool` and return an iterable using the pool. In my use case...
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733,700,463
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784
Issue with downloading Wikipedia data for low resource language
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[ "Hello, maybe you could ty to use another date for the wikipedia dump (see the available [dates](https://dumps.wikimedia.org/jvwiki) here for `jv`) ?", "@lhoestq\r\n\r\nI've tried `load_dataset('wikipedia', '20200501.zh', beam_runner='DirectRunner')` and got the same `FileNotFoundError` as @SamuelCahyawijaya.\r\n...
2020-10-31T11:40:00Z
2022-02-09T17:50:16Z
2020-11-25T15:42:13Z
NONE
null
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Hi, I tried to download Sundanese and Javanese wikipedia data with the following snippet ``` jv_wiki = datasets.load_dataset('wikipedia', '20200501.jv', beam_runner='DirectRunner') su_wiki = datasets.load_dataset('wikipedia', '20200501.su', beam_runner='DirectRunner') ``` And I get the following error for these tw...
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778
Unexpected behavior when loading cached csv file?
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[ "Hi ! Thanks for reporting.\r\nThe same issue was reported in #730 (but with the encodings instead of the delimiter). It was fixed by #770 .\r\nThe fix will be available in the next release :)", "Thanks for the prompt reply and terribly sorry for the spam! \r\nLooking forward to the new release! " ]
2020-10-29T16:06:10Z
2020-10-29T21:21:27Z
2020-10-29T21:21:27Z
CONTRIBUTOR
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null
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null
I read a csv file from disk and forgot so specify the right delimiter. When i read the csv file again specifying the right delimiter it had no effect since it was using the cached dataset. I am not sure if this is unwanted behavior since i can always specify `download_mode="force_redownload"`. But i think it would be n...
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731,684,153
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773
Adding CC-100: Monolingual Datasets from Web Crawl Data
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[ "cc @aconneau ;) ", "These dataset files are no longer available. https://data.statmt.org/cc-100/ files provided in this link are no longer available. Can anybody fix that issue?\r\n@abhishekkrthakur @yjernite ", "Hi ! Can you open an issue to report this problem ? This will help keep track of the fix :)", "...
2020-10-28T18:20:41Z
2022-01-26T13:22:54Z
2020-12-14T10:20:07Z
MEMBER
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## Adding a Dataset - **Name:** CC-100: Monolingual Datasets from Web Crawl Data - **Description:** https://twitter.com/alex_conneau/status/1321507120848625665 - **Paper:** https://arxiv.org/abs/1911.02116 - **Data:** http://data.statmt.org/cc-100/ - **Motivation:** A large scale multi-lingual language modeling da...
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771
Using `Dataset.map` with `n_proc>1` print multiple progress bars
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[ "Yes it allows to monitor the speed of each process. Currently each process takes care of one shard of the dataset.\r\n\r\nAt one point we can consider using streaming batches to a pool of processes instead of sharding the dataset in `num_proc` parts. At that point it will be easy to use only one progress bar", "...
2020-10-28T14:13:27Z
2023-02-13T20:16:39Z
2023-02-13T20:16:39Z
CONTRIBUTOR
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When using `Dataset.map` with `n_proc > 1`, only one of the processes should print a progress bar (to make the output readable). Right now, `n_proc` progress bars are printed.
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769
How to choose proper download_mode in function load_dataset?
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[ "`download_mode=datasets.GenerateMode.FORCE_REDOWNLOAD` should work.\r\nThis makes me think we we should rename this to DownloadMode.FORCE_REDOWNLOAD. Currently that's confusing", "Can we just use `features=...` in `load_dataset` for this @lhoestq?", "Indeed you should use `features` in this case. \r\n```python...
2020-10-28T09:16:19Z
2022-02-22T12:22:52Z
2022-02-22T12:22:52Z
NONE
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Hi, I am a beginner to datasets and I try to use datasets to load my csv file. my csv file looks like this ``` text,label "Effective but too-tepid biopic",3 "If you sometimes like to go to the movies to have fun , Wasabi is a good place to start .",4 "Emerges as something rare , an issue movie that 's so hones...
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768
Add a `lazy_map` method to `Dataset` and `DatasetDict`
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[ "This is cool! I think some aspects to think about and decide in terms of API are:\r\n- do we allow several methods (chained i guess)\r\n- how do we inspect the currently set method(s)\r\n- how do we control/reset them" ]
2020-10-27T22:33:03Z
2020-10-28T08:58:13Z
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CONTRIBUTOR
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The library is great, but it would be even more awesome with a `lazy_map` method implemented on `Dataset` and `DatasetDict`. This would apply a function on a give item but when the item is requested. Two use cases: 1. load image on the fly 2. apply a random function and get different outputs at each epoch (like dat...
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Add option for named splits when using ds.train_test_split
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[ "Yes definitely we should give more flexibility to control the name of the splits outputted by `train_test_split`.\r\n\r\nRelated is the very interesting feedback from @bramvanroy on how we should improve this method: https://discuss.huggingface.co/t/how-to-split-main-dataset-into-train-dev-test-as-datasetdict/1090...
2020-10-27T19:59:44Z
2020-11-10T14:05:21Z
null
CONTRIBUTOR
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### Feature Request 🚀 Can we add a way to name your splits when using the `.train_test_split` function? In almost every use case I've come across, I have a `train` and a `test` split in my `DatasetDict`, and I want to create a `validation` split. Therefore, its kinda useless to get a `test` split back from `tra...
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[GEM] add DART data-to-text generation dataset
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[ "Is this a duplicate of #924 ?", "Yup, closing! Haven't been keeping track of the solved issues during the sprint." ]
2020-10-27T17:34:04Z
2020-12-03T13:37:18Z
2020-12-03T13:37:18Z
MEMBER
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## Adding a Dataset - **Name:** DART - **Description:** DART consists of 82,191 examples across different domains with each input being a semantic RDF triple set derived from data records in tables and the tree ontology of the schema, annotated with sentence descriptions that cover all facts in the triple set. - **P...
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[GEM] Add DART data-to-text generation dataset
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2020-10-27T17:32:23Z
2020-10-27T17:34:21Z
2020-10-27T17:34:21Z
MEMBER
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## Adding a Dataset - **Name:** DART - **Description:** DART consists of 82,191 examples across different domains with each input being a semantic RDF triple set derived from data records in tables and the tree ontology of the schema, annotated with sentence descriptions that cover all facts in the triple set. - **P...
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[GEM] Add Czech Restaurant data-to-text generation dataset
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2020-10-27T16:00:47Z
2020-12-03T13:37:44Z
2020-12-03T13:37:44Z
MEMBER
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- Paper: https://www.aclweb.org/anthology/W19-8670.pdf - Data: https://github.com/UFAL-DSG/cs_restaurant_dataset - The dataset will likely be part of the GEM benchmark
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761
Downloaded datasets are not usable offline
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[ "Yes currently you need an internet connection because the lib tries to check for the etag of the dataset script online to see if you don't have it locally already.\r\n\r\nIf we add a way to store the etag/hash locally after the first download, it would allow users to first download the dataset with an internet con...
2020-10-26T20:54:46Z
2022-02-15T10:32:28Z
2022-02-15T10:32:28Z
CONTRIBUTOR
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I've been trying to use the IMDB dataset offline, but after downloading it and turning off the internet it still raises an error from the ```requests``` library trying to reach for the online dataset. Is this the intended behavior ? (Sorry, I wrote the the first version of this issue while still on nlp 0.3.0).
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Add meta-data to the HANS dataset
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2020-10-26T14:56:53Z
2020-12-03T13:38:34Z
2020-12-03T13:38:34Z
MEMBER
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The current version of the [HANS dataset](https://github.com/huggingface/datasets/blob/master/datasets/hans/hans.py) is missing the additional information provided for each example, including the sentence parses, heuristic and subcase.
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(Load dataset failure) ConnectionError: Couldn’t reach https://raw.githubusercontent.com/huggingface/datasets/1.1.2/datasets/cnn_dailymail/cnn_dailymail.py
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[ "Are you running the script on a machine with an internet connection ?", "Yes , I can browse the url through Google Chrome.", "Does this HEAD request return 200 on your machine ?\r\n```python\r\nimport requests ...
2020-10-25T15:34:57Z
2023-09-13T23:56:51Z
2021-08-04T18:10:09Z
NONE
null
null
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Hey, I want to load the cnn-dailymail dataset for fine-tune. I write the code like this from datasets import load_dataset test_dataset = load_dataset(“cnn_dailymail”, “3.0.0”, split=“train”) And I got the following errors. Traceback (most recent call last): File “test.py”, line 7, in test_dataset = load_da...
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Process 0 very slow when using num_procs with map to tokenizer
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[ "Hi ! Thanks for reporting.\r\nIs the distribution of text length of your data evenly distributed across your dataset ? I mean, could it be because the examples in the first part of your dataset are slower to process ?\r\nAlso could how many CPUs can you use for multiprocessing ?\r\n```python\r\nimport multiprocess...
2020-10-24T02:40:20Z
2020-10-28T03:59:46Z
2020-10-28T03:59:45Z
NONE
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<img width="721" alt="image" src="https://user-images.githubusercontent.com/17930170/97066109-776d0d00-15ed-11eb-8bba-bb4d2e0fcc33.png"> The code I am using is ``` dataset = load_dataset("text", data_files=[file_path], split='train') dataset = dataset.map(lambda ex: tokenizer(ex["text"], add_speci...
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728,241,494
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757
CUDA out of memory
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[ "Could you provide more details ? What's the code you ran ?", "```python\r\ntokenizer = FunnelTokenizer.from_pretrained('funnel-transformer/small')\r\n\r\ndef tokenize(batch):\r\n return tokenizer(batch['text'], padding='max_length', truncation=True,max_length=512)\r\n\r\ndataset = load_dataset(\"bookcorpus\",...
2020-10-23T13:57:00Z
2020-12-23T14:06:29Z
2020-12-23T14:06:29Z
NONE
null
null
null
null
In your dataset ,cuda run out of memory as long as the trainer begins: however, without changing any other element/parameter,just switch dataset to `LineByLineTextDataset`,everything becames OK.
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726,917,801
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752
Clicking on a metric in the search page points to datasets page giving "Missing dataset" warning
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[ "Thanks for the report, can reproduce. Will fix", "Fixed now @ogabrielluiz " ]
2020-10-21T22:56:23Z
2020-10-22T16:19:42Z
2020-10-22T16:19:42Z
NONE
null
null
null
null
Hi! Sorry if this isn't the right place to talk about the website, I just didn't exactly where to write this. Searching a metric in https://huggingface.co/metrics gives the right results but clicking on a metric (E.g ROUGE) points to https://huggingface.co/datasets/rouge. Clicking on a metric without searching point...
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726,820,191
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751
Error loading ms_marco v2.1 using load_dataset()
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[ "There was a similar issue in #294 \r\nClearing the cache and download again the dataset did the job. Could you try to clear your cache and download the dataset again ?", "I was able to load the dataset successfully, I'm pretty sure it's just a cache issue that you have.\r\nLet me know if clearing your cache fixe...
2020-10-21T19:54:43Z
2020-11-05T01:31:57Z
2020-11-05T01:31:57Z
NONE
null
null
null
null
Code: `dataset = load_dataset('ms_marco', 'v2.1')` Error: ``` `--------------------------------------------------------------------------- JSONDecodeError Traceback (most recent call last) <ipython-input-16-34378c057212> in <module>() 9 10 # Downloading and loading a data...
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750
load_dataset doesn't include `features` in its hash
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2020-10-21T15:16:41Z
2020-10-29T09:36:01Z
2020-10-29T09:36:01Z
CONTRIBUTOR
null
null
null
null
It looks like the function `load_dataset` does not include what's passed in the `features` argument when creating a hash for a given dataset. As a result, if a user includes new features from an already downloaded dataset, those are ignored. Example: some models on the hub have a different ordering for the labels t...
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726,366,062
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749
[XGLUE] Adding new dataset
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[ "Amazing! ", "Small poll @thomwolf @yjernite @lhoestq @JetRunner @qiweizhen .\r\n\r\nAs stated in the XGLUE paper: https://arxiv.org/pdf/2004.01401.pdf , for each of the 11 down-stream tasks training data is only available in English, whereas development and test data is available in multiple different language ...
2020-10-21T10:51:36Z
2022-09-30T11:35:30Z
2021-01-06T10:02:55Z
CONTRIBUTOR
null
null
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null
XGLUE is a multilingual GLUE like dataset propesed in this [paper](https://arxiv.org/pdf/2004.01401.pdf). I'm planning on adding the dataset to the library myself in a couple of weeks. Also tagging @JetRunner @qiweizhen in case I need some guidance
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724,918,448
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744
Dataset Explorer Doesn't Work for squad_es and squad_it
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[ "Oups wrong click.\r\nThis one is for you @srush" ]
2020-10-19T19:34:12Z
2020-10-26T16:36:17Z
2020-10-26T16:36:17Z
NONE
null
null
null
null
https://huggingface.co/nlp/viewer/?dataset=squad_es https://huggingface.co/nlp/viewer/?dataset=squad_it Both pages show "OSError: [Errno 28] No space left on device".
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load_dataset for CSV files not working
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[ "Thank you !\r\nCould you provide a csv file that reproduces the error ?\r\nIt doesn't have to be one of your dataset. As long as it reproduces the error\r\nThat would help a lot !", "I think another good example is the following:\r\n`\r\nfrom datasets import load_dataset\r\n`\r\n`\r\ndataset = load_dataset(\"csv...
2020-10-19T14:53:51Z
2025-04-24T06:35:25Z
null
CONTRIBUTOR
null
null
null
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Similar to #622, I've noticed there is a problem when trying to load a CSV file with datasets. ` from datasets import load_dataset ` ` dataset = load_dataset("csv", data_files=["./sample_data.csv"], delimiter="\t", column_names=["title", "text"], script_version="master") ` Displayed error: ` ... ArrowInva...
null
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Creating dataset consumes too much memory
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[ "Thanks for reporting.\r\nIn theory since the dataset script is just made to yield examples to write them into an arrow file, it's not supposed to create memory issues.\r\n\r\nCould you please try to run this exact same loop in a separate script to see if it's not an issue with `PIL` ?\r\nYou can just copy paste wh...
2020-10-18T06:07:06Z
2022-02-15T17:03:10Z
2022-02-15T17:03:10Z
CONTRIBUTOR
null
null
null
null
Moving this issue from https://github.com/huggingface/datasets/pull/722 here, because it seems like a general issue. Given the following dataset example, where each example saves a sequence of 260x210x3 images (max length 400): ```python def _generate_examples(self, base_path, split): """ Yields examp...
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737
Trec Dataset Connection Error
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[ "Thanks for reporting.\r\nThat's because the download url has changed. The old url now redirects to the new one but we don't support redirection for downloads.\r\n\r\nI'm opening a PR to update the url" ]
2020-10-15T15:57:53Z
2020-10-19T08:54:36Z
2020-10-19T08:54:36Z
NONE
null
null
null
null
**Datasets Version:** 1.1.2 **Python Version:** 3.6/3.7 **Code:** ```python from datasets import load_dataset load_dataset("trec") ``` **Expected behavior:** Download Trec dataset and load Dataset object **Current Behavior:** Get a connection error saying it couldn't reach http://cogcomp.org/Data/...
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735
Throw error when an unexpected key is used in data_files
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[ "Thanks for reporting !\r\nWe'll add support for other keys" ]
2020-10-15T10:55:27Z
2020-10-30T13:23:52Z
2020-10-30T13:23:52Z
CONTRIBUTOR
null
null
null
null
I have found that only "train", "validation" and "test" are valid keys in the `data_files` argument. When you use any other ones, those attached files are silently ignored - leading to unexpected behaviour for the users. So the following, unintuitively, returns only one key (namely `train`). ```python datasets =...
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730
Possible caching bug
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[ "Thanks for reporting. That's a bug indeed.\r\nApparently only the `data_files` parameter is taken into account right now in `DatasetBuilder._create_builder_config` but it should also be the case for `config_kwargs` (or at least the instantiated `builder_config`)", "Hi, does this bug be fixed? when I load JSON fi...
2020-10-14T02:02:34Z
2022-11-22T01:45:54Z
2020-10-29T09:36:01Z
NONE
null
null
null
null
The following code with `test1.txt` containing just "🤗🤗🤗": ``` dataset = datasets.load_dataset('text', data_files=['test1.txt'], split="train", encoding="latin_1") print(dataset[0]) dataset = datasets.load_dataset('text', data_files=['test1.txt'], split="train", encoding="utf-8") print(dataset[0]) ``` produc...
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729
Better error message when one forgets to call `add_batch` before `compute`
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2020-10-12T17:59:22Z
2020-10-29T15:18:24Z
2020-10-29T15:18:24Z
CONTRIBUTOR
null
null
null
null
When using metrics, if for some reason a user forgets to call `add_batch` to a metric before `compute` (with no arguments), the error message is a bit cryptic and could probably be made clearer. ## Reproducer ```python import datasets import torch from datasets import Metric class GatherMetric(Metric): ...
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Passing `cache_dir` to a metric does not work
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2020-10-12T17:55:14Z
2020-10-29T09:34:42Z
2020-10-29T09:34:42Z
CONTRIBUTOR
null
null
null
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When passing `cache_dir` to a custom metric, the folder is concatenated to itself at some point and this results in a FileNotFoundError: ## Reproducer ```python import datasets import torch from datasets import Metric class GatherMetric(Metric): def _info(self): return datasets.MetricInfo( ...
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727
Parallel downloads progress bar flickers
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2020-10-12T13:36:05Z
2020-10-12T13:36:05Z
null
MEMBER
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When there are parallel downloads using the download manager, the tqdm progress bar flickers since all the progress bars are on the same line. To fix that we could simply specify `position=i` for i=0 to n the number of files to download when instantiating the tqdm progress bar. Another way would be to have one "...
null
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"Checksums didn't match for dataset source files" error while loading openwebtext dataset
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[ "Hi try, to provide more information please.\r\n\r\nExample code in a colab to reproduce the error, details on what you are trying to do and what you were expected and details on your environment (OS, PyPi packages version).", "> Hi try, to provide more information please.\r\n> \r\n> Example code in a colab to re...
2020-10-12T11:45:10Z
2022-02-17T17:53:54Z
2022-02-15T10:38:57Z
NONE
null
null
null
null
Hi, I have encountered this problem during loading the openwebtext dataset: ``` >>> dataset = load_dataset('openwebtext') Downloading and preparing dataset openwebtext/plain_text (download: 12.00 GiB, generated: 37.04 GiB, post-processed: Unknown size, total: 49.03 GiB) to /home/admin/.cache/huggingface/datasets/op...
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724
need to redirect /nlp to /datasets and remove outdated info
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[ "Should be fixed now: \r\n\r\n![image](https://user-images.githubusercontent.com/35882/95917301-040b0600-0d78-11eb-9655-c4ac0e788089.png)\r\n\r\nNot sure I understand what you mean by the second part?\r\n", "Thank you!\r\n\r\n> Not sure I understand what you mean by the second part?\r\n\r\nCompare the 2:\r\n* htt...
2020-10-11T23:12:12Z
2020-10-14T17:00:12Z
2020-10-14T17:00:12Z
CONTRIBUTOR
null
null
null
null
It looks like the website still has all the `nlp` data, e.g.: https://huggingface.co/nlp/viewer/?dataset=wikihow&config=all should probably redirect to: https://huggingface.co/datasets/wikihow also for some reason the new information is slightly borked. If you look at the old one it was nicely formatted and had t...
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Adding pseudo-labels to datasets
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[ "Nice ! :)\r\nIt's indeed the first time we have such contributions so we'll have to figure out the appropriate way to integrate them.\r\nCould you add details on what they could be used for ?\r\n", "They can be used as training data for a smaller model.", "Sounds just like a regular dataset to me then, no?", ...
2020-10-11T21:05:45Z
2021-08-03T05:11:51Z
2021-08-03T05:11:51Z
CONTRIBUTOR
null
null
null
null
I recently [uploaded pseudo-labels](https://github.com/huggingface/transformers/blob/master/examples/seq2seq/precomputed_pseudo_labels.md) for CNN/DM, XSUM and WMT16-en-ro to s3, and thom mentioned I should add them to this repo. Since pseudo-labels are just a large model's generations on an existing dataset, what is ...
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feat(dl_manager): add support for ftp downloads
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[ "We only support http by default for downloading.\r\nIf you really need to use ftp, then feel free to use a library that allows to download through ftp in your dataset script (I see that you've started working on #722 , that's awesome !). The users will get a message to install the extra library when they load the ...
2020-10-10T15:50:20Z
2022-02-15T10:44:44Z
2022-02-15T10:44:43Z
CONTRIBUTOR
null
null
null
null
I am working on a new dataset (#302) and encounter a problem downloading it. ```python # This is the official download link from https://www-i6.informatik.rwth-aachen.de/~koller/RWTH-PHOENIX-2014-T/ _URL = "ftp://wasserstoff.informatik.rwth-aachen.de/pub/rwth-phoenix/2016/phoenix-2014-T.v3.tar.gz" dl_manager.do...
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OSError: Cannot find data file when not using the dummy dataset in RAG
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null
[ "Same issue here. I will be digging further, but it looks like the [script](https://github.com/huggingface/datasets/blob/master/datasets/wiki_dpr/wiki_dpr.py#L132) is attempting to open a file that is not downloaded yet. \r\n\r\n```\r\n99dcbca09109e58502e6b9271d4d3f3791b43f61f3161a76b25d2775ab1a4498.lock\r\n```\r\n...
2020-10-07T14:27:13Z
2020-12-23T14:04:31Z
2020-12-23T14:04:31Z
NONE
null
null
null
null
## 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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Error in the notebooks/Overview.ipynb notebook
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[ "Do this:\r\n``` python\r\nsquad_dataset = list_datasets(with_details=True)[datasets.index('squad')]\r\npprint(squad_dataset.__dict__) # It's a simple python dataclass\r\n```", "Thanks! This worked. I have created a PR to fix this in the notebook. " ]
2020-10-04T05:58:31Z
2020-10-05T16:25:40Z
2020-10-05T16:25:40Z
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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709
How to use similarity settings other then "BM25" in Elasticsearch index ?
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[ "Datasets does not use elasticsearch API to define custom similarity. If you want to use a custom similarity, the best would be to run a curl request directly to your elasticsearch instance (see sample hereafter, directly from ES documentation), then you should be able to use `my_similarity` in your configuration p...
2020-10-03T11:18:49Z
2022-10-04T17:19:37Z
2022-10-04T17:19:37Z
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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Datasets performance slow? - 6.4x slower than in memory dataset
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[ "Facing a similar issue here. My model using SQuAD dataset takes about 1h to process with in memory data and more than 2h with datasets directly.", "And if you use in-memory-data with datasets with `load_dataset(..., keep_in_memory=True)`?", "Thanks for the tip @thomwolf ! I did not see that flag in the docs. I...
2020-10-03T06:44:07Z
2021-02-12T14:13:28Z
2021-02-12T14:13:28Z
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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[ "Hello @mathcass I would want to work on this issue. May I do the same? ", "@punitaojha, certainly. Feel free to work on this. Let me know if you need any help or clarity.", "Hello @mathcass \r\n1. I did fork the repository and clone the same on my local system. \r\n\r\n2. Then learnt about how we can publish o...
2020-10-02T23:39:39Z
2020-12-04T08:22:39Z
2020-10-04T20:50:28Z
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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TypeError: '<' not supported between instances of 'NamedSplit' and 'NamedSplit'
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[ "Hi !\r\nThanks for reporting :) \r\nIndeed this is an issue on the `datasets` side.\r\nI'm creating a PR", "Thanks @lhoestq !" ]
2020-10-02T15:27:55Z
2020-10-05T08:14:59Z
2020-10-05T08:14:59Z
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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XNLI dataset is not loading
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[ "also i tried below code to solve checksum error \r\n`datasets-cli test ./datasets/xnli --save_infos --all_configs`\r\n\r\nand it shows \r\n\r\n```\r\n2020-10-02 07:06:16.588760: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.1\r\nTraceback (most ...
2020-10-02T06:53:16Z
2020-10-03T17:45:52Z
2020-10-03T17:43:37Z
NONE
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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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Add UI filter to filter datasets based on task
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[ "Already supported." ]
2020-10-01T00:56:18Z
2022-02-15T10:46:50Z
2022-02-15T10:46:50Z
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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[ "Thanks for reporting.\r\nThe data file must have been updated by the host.\r\nI'll update the checksum with the new one.", "Well actually it looks like the link isn't working anymore :(", "The new link is https://cims.nyu.edu/~sbowman/xnli/XNLI-1.0.zip\r\nI'll update the dataset script", "I'll do a release i...
2020-09-30T17:50:03Z
2020-10-01T17:15:08Z
2020-10-01T14:01:14Z
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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`ArrowInvalid` occurs while running `Dataset.map()` function
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[ "Hi !\r\n\r\nThis is because `encode` expects one single text as input (str), or one tokenized text (List[str]).\r\nI believe that you actually wanted to use `encode_batch` which expects a batch of texts.\r\nHowever this method is only available for our \"fast\" tokenizers (ex: BertTokenizerFast).\r\nBertJapanese i...
2020-09-30T06:16:50Z
2020-09-30T09:53:03Z
2020-09-30T09:53:03Z
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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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