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https://github.com/huggingface/datasets/issues/878 | 878 | Loading Data From S3 Path in Sagemaker | {
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"This would be a neat feature",
"> neat feature\r\n\r\nI dint get these clearly, can you please elaborate like how to work on these ",
"It could maybe work almost out of the box just by using `cached_path` in the text/csv/json scripts, no?",
"Thanks thomwolf and julien-c\r\n\r\nI'm still confusion on what you... | 2020-11-23T09:17:22Z | 2020-12-23T09:53:08Z | null | NONE | null | null | In Sagemaker Im tring to load the data set from S3 path as follows
`train_path = 's3://xxxxxxxxxx/xxxxxxxxxx/train.csv'
valid_path = 's3://xxxxxxxxxx/xxxxxxxxxx/validation.csv'
test_path = 's3://xxxxxxxxxx/xxxxxxxxxx/test.csv'
data_files = {}
data_files["train"] = train_path
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https://github.com/huggingface/datasets/issues/877 | 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 | null | 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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https://github.com/huggingface/datasets/issues/876 | 876 | 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 | null | 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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https://github.com/huggingface/datasets/issues/875 | 875 | 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 | null | null | 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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https://github.com/huggingface/datasets/issues/874 | 874 | 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 | null | null | 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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https://github.com/huggingface/datasets/issues/873 | 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 | null | null | ```
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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https://github.com/huggingface/datasets/pull/872 | 872 | Add IndicGLUE dataset and Metrics | {
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"thanks ! merging now"
] | 2020-11-20T17:09:34Z | 2020-11-25T17:01:11Z | 2020-11-25T15:26:07Z | CONTRIBUTOR | false | {
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- [x] Followed the instructions in CONTRIBUTING.md
- [x] Ran the tests successfully
- [x] Created the dummy data | {
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https://github.com/huggingface/datasets/issues/871 | 871 | 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 | 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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https://github.com/huggingface/datasets/issues/870 | 870 | [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 | null | null | 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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https://github.com/huggingface/datasets/pull/869 | 869 | Update ner datasets infos | {
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":+1: Thanks for fixing it!"
] | 2020-11-19T11:28:03Z | 2020-11-19T14:14:18Z | 2020-11-19T14:14:17Z | MEMBER | false | {
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I also fixed the ner types of conll2003 | {
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https://github.com/huggingface/datasets/pull/868 | 868 | Consistent metric outputs | {
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"I keep this PR in stand-by for next week's datasets sprint. If the next release is 2.0.0 then we can include it given that it's breaking for many metrics",
"Metrics are deprecated in `datasets` and `evaluate` should be used instead: https://github.com/huggingface/evaluate"
] | 2020-11-18T18:05:59Z | 2023-09-24T09:50:25Z | 2023-07-11T09:35:52Z | MEMBER | false | {
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In particular I'm working on adding a conversion of metrics to keras metrics.
To achieve this we need two things:
- have each metric return dictionaries of string -> floats since each keras metrics should return one float
- define in the metric ... | {
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https://github.com/huggingface/datasets/pull/867 | 867 | Fix some metrics feature types | {
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- accuracy
- precision
- recall
- f1
I also added the sklearn citation and used keyword arguments to remove future warnings | {
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https://github.com/huggingface/datasets/issues/866 | 866 | 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 | null | null | ## 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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https://github.com/huggingface/datasets/issues/865 | 865 | 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 | null | null | 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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https://github.com/huggingface/datasets/issues/864 | 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 | ### 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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https://github.com/huggingface/datasets/pull/863 | 863 | Add clear_cache parameter in the test command | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/863... | For certain datasets like OSCAR #348 there are lots of different configurations and each one of them can take a lot of disk space.
I added a `--clear_cache` flag to the `datasets-cli test` command to be able to clear the cache after each configuration test to avoid filling up the disk. It should enable an easier gen... | {
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https://github.com/huggingface/datasets/pull/862 | 862 | Update head requests | {
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https://github.com/huggingface/datasets/issues/861 | 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 | null | 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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https://github.com/huggingface/datasets/issues/860 | 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 | null | 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}
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https://github.com/huggingface/datasets/pull/859 | 859 | Integrate file_lock inside the lib for better logging control | {
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For example
```python
import logging
logging.basicConfig(level=logging.INFO)
import datasets
datasets.set_verbo... | {
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https://github.com/huggingface/datasets/pull/858 | 858 | Add SemEval-2010 task 8 | {
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"Added dummy data and encoding to open(). Now everything should be fine, hopefully :)"
] | 2020-11-16T14:57:57Z | 2020-11-26T17:28:55Z | 2020-11-26T17:28:55Z | CONTRIBUTOR | false | {
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I don't know how to add dummy data, since I create the validation set out of the last 1000 examples of the train set. If you have a suggestion, I am happy to implement it.
Cheers,
Joel | {
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https://github.com/huggingface/datasets/pull/857 | 857 | Use pandas reader in csv | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/857... | The pyarrow CSV reader has issues that the pandas one doesn't (see #836 ).
To fix that I switched to the pandas csv reader.
The new reader is compatible with all the pandas parameters to read csv files.
Moreover it reads csv by chunk in order to save RAM, while the pyarrow one loads everything in memory.
Fix #836... | {
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https://github.com/huggingface/datasets/pull/856 | 856 | Add open book corpus | {
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"@lhoestq I fixed issues except for the dummy_data zip file. But I think I know why is it happening. So when unzipping dummy_data.zip it gets save in /tmp directory where glob doesn't pick it up. For regular downloads, the archive gets unzipped in ~/.cache/huggingface. Could that be a reason?",
"Nice thanks :)\r\... | 2020-11-16T12:30:02Z | 2024-01-04T13:20:51Z | 2020-11-17T15:22:18Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/pull/855 | 855 | Fix kor nli csv reader | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/855... | The kor_nli dataset had an issue with the csv reader that was not able to parse the lines correctly. Some lines were merged together for some reason.
I fixed that by iterating through the lines directly instead of using a csv reader.
I also changed the feature names to match the other NLI datasets (i.e. use "premise"... | {
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https://github.com/huggingface/datasets/issues/854 | 854 | 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 | null | null | 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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https://github.com/huggingface/datasets/issues/853 | 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 | null | null | I want to achieve the following result
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https://github.com/huggingface/datasets/issues/852 | 852 | wmt cannot be downloaded | {
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>>> 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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https://github.com/huggingface/datasets/pull/850 | 850 | Create ClassLabel for labelling tasks datasets | {
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"@lhoestq Better?"
] | 2020-11-13T11:07:22Z | 2020-11-16T10:32:05Z | 2020-11-16T10:31:58Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/issues/849 | 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 | null | 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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https://github.com/huggingface/datasets/issues/848 | 848 | 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 | null | null | 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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https://github.com/huggingface/datasets/issues/847 | 847 | 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 ?",
"It l... | 2020-11-13T06:01:04Z | 2022-10-05T12:22:51Z | 2022-10-05T12:22:51Z | NONE | null | 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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https://github.com/huggingface/datasets/issues/846 | 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 | null | ## 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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https://github.com/huggingface/datasets/pull/845 | 845 | amazon description fields as bullets | {
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https://github.com/huggingface/datasets/pull/844 | 844 | add newlines to amazon desc | {
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https://github.com/huggingface/datasets/issues/843 | 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 | null | `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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https://github.com/huggingface/datasets/issues/842 | 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 | null | 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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https://github.com/huggingface/datasets/issues/841 | 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 | null | null | 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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https://github.com/huggingface/datasets/pull/840 | 840 | Update squad_v2.py | {
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"With this change all the checks are passed.",
"Good"
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https://github.com/huggingface/datasets/issues/839 | 839 | XSum dataset missing spaces between sentences | {
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`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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https://github.com/huggingface/datasets/pull/838 | 838 | CNN/Dailymail Dataset Card | {
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One of the questions this dataset brings up is how we want to handle versioning of the cards to mirror versions of the dataset. The different versions of this dataset are used for different tasks (which may... | {
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https://github.com/huggingface/datasets/pull/837 | 837 | AlloCiné dataset card | {
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There wasn't as much information available for this dataset, so I'm wondering what's the best way to address open questions about the dataset. For example, where did the list of films that the dataset creat... | {
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https://github.com/huggingface/datasets/issues/836 | 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 | null | null | 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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https://github.com/huggingface/datasets/issues/835 | 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 | null | null | 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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https://github.com/huggingface/datasets/issues/834 | 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 | null | ## 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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https://github.com/huggingface/datasets/issues/833 | 833 | [GEM] add ASSET text simplification dataset | {
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] | closed | false | [] | 2020-11-10T16:56:30Z | 2020-12-03T13:38:15Z | 2020-12-03T13:38:15Z | MEMBER | null | null | ## 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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https://github.com/huggingface/datasets/issues/832 | 832 | [GEM] add WikiAuto text simplification dataset | {
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- **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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https://github.com/huggingface/datasets/issues/831 | 831 | [GEM] Add WebNLG dataset | {
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- **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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https://github.com/huggingface/datasets/issues/830 | 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 | null | ## 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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https://github.com/huggingface/datasets/issues/829 | 829 | [GEM] add Schema-Guided Dialogue | {
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- **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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https://github.com/huggingface/datasets/pull/828 | 828 | Add writer_batch_size attribute to GeneratorBasedBuilder | {
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https://github.com/huggingface/datasets/issues/827 | 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 | null | ## 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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https://github.com/huggingface/datasets/issues/826 | 826 | [GEM] Add E2E dataset | {
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- **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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https://github.com/huggingface/datasets/pull/825 | 825 | Add accuracy, precision, recall and F1 metrics | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/825... | This PR adds several single metrics, namely:
- Accuracy
- Precision
- Recall
- F1
They all uses under the hood the sklearn metrics of the same name. They allow different useful features when training a multilabel/multiclass model:
- have a macro/micro/per label/weighted/binary/per sample score
- score only t... | {
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https://github.com/huggingface/datasets/issues/824 | 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 | null | null | `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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https://github.com/huggingface/datasets/issues/823 | 823 | 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 | null | null | 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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https://github.com/huggingface/datasets/issues/822 | 822 | 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 | null | null | 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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https://github.com/huggingface/datasets/issues/821 | 821 | `kor_nli` dataset doesn't being loaded properly | {
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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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https://github.com/huggingface/datasets/pull/820 | 820 | Update quail dataset to v1.3 | {
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https://github.com/huggingface/datasets/pull/819 | 819 | Make save function use deterministic global vars order | {
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"Sorry, asking for help here, but the dill thread stop around 2013. Is it possible to use dill deterministically? I tried to monkeypatch the solution presented here into dill, but I suppose it requires forking their project.",
"Hi ! What we did was to subclass `dill`'s Pickler to fix the non-deterministic behavio... | 2020-11-09T18:12:03Z | 2021-11-30T13:34:09Z | 2020-11-11T15:20:51Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/819... | The `dumps` function need to be deterministic for the caching mechanism.
However in #816 I noticed that one of dill's method to recursively check the globals of a function may return the globals in different orders each time it's used. To fix that I sort the globals by key in the `globs` dictionary.
I had to add a re... | {
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https://github.com/huggingface/datasets/pull/818 | 818 | Fix type hints pickling in python 3.6 | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/818... | Type hints can't be properly pickled in python 3.6. This was causing errors the `run_mlm.py` script from `transformers` with python 3.6
However Cloupickle proposed a [fix](https://github.com/cloudpipe/cloudpickle/pull/318/files) to make it work anyway.
The idea is just to implement the pickling/unpickling of parame... | {
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https://github.com/huggingface/datasets/issues/817 | 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 | null | null | ## 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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https://github.com/huggingface/datasets/issues/816 | 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 | null | null | 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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https://github.com/huggingface/datasets/issues/815 | 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 | null | null | 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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https://github.com/huggingface/datasets/issues/814 | 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 | null | null | 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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https://github.com/huggingface/datasets/issues/813 | 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 | null | 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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https://github.com/huggingface/datasets/issues/812 | 812 | 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 | null | 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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https://github.com/huggingface/datasets/issues/811 | 811 | 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\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 | Hello,
when I select amazon_us_reviews in nlp viewer, it shows error.
https://huggingface.co/nlp/viewer/?dataset=amazon_us_reviews
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https://github.com/huggingface/datasets/pull/810 | 810 | Fix seqeval metric | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/810... | The current seqeval metric returns the following error when computed:
```
~/.cache/huggingface/modules/datasets_modules/metrics/seqeval/78a944d83252b5a16c9a2e49f057f4c6e02f18cc03349257025a8c9aea6524d8/seqeval.py in _compute(self, predictions, references, suffix)
102 scores = {}
103 for type_... | {
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https://github.com/huggingface/datasets/issues/809 | 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 | null | null | ## 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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https://github.com/huggingface/datasets/pull/808 | 808 | dataset(dgs): initial dataset loading script | {
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"Hi @AmitMY, \r\n\r\nWere you able to figure this out?",
"I did not.\r\nWith all the limitations this repo currently has, I had to create a repo of my own using tfds to mitigate them. \r\nhttps://github.com/sign-language-processing/datasets/tree/master/sign_language_datasets/datasets/dgs_corpus\r\n\r\nClosing as ... | 2020-11-06T10:14:43Z | 2021-03-23T06:18:55Z | 2021-03-23T06:18:55Z | CONTRIBUTOR | false | {
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} | When trying to create dummy data I get:
> Dataset datasets with config None seems to already open files in the method `_split_generators(...)`. You might consider to instead only open files in the method `_generate_examples(...)` instead. If this is not possible the dummy data has t o be created with less guidance. ... | {
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https://github.com/huggingface/datasets/issues/807 | 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 | null | null | ## 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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https://github.com/huggingface/datasets/issues/806 | 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 | null | null | <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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https://github.com/huggingface/datasets/issues/805 | 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 | 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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https://github.com/huggingface/datasets/issues/804 | 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 | null | null | # 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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https://github.com/huggingface/datasets/pull/803 | 803 | fix: typos in tutorial to map KILT and TriviaQA | {
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https://github.com/huggingface/datasets/pull/802 | 802 | Add XGlue | {
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] | 2020-11-04T17:29:54Z | 2022-04-28T08:15:36Z | 2020-12-01T15:58:27Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/802... | Dataset is ready to merge. An important feature of this dataset is that for each config the train data is in English, while dev and test data are in multiple languages. Therefore, @lhoestq and I decided offline that we will give the dataset the following API, *e.g.* for
```python
load_dataset("xglue", "ner") # wo... | {
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https://github.com/huggingface/datasets/issues/801 | 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 | null | null | 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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https://github.com/huggingface/datasets/pull/800 | 800 | Update loading_metrics.rst | {
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https://github.com/huggingface/datasets/pull/799 | 799 | switch amazon reviews class label order | {
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https://github.com/huggingface/datasets/issues/798 | 798 | 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 | null | null | ## 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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https://github.com/huggingface/datasets/issues/797 | 797 | 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 | null | null | 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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https://github.com/huggingface/datasets/issues/795 | 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 | null | 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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https://github.com/huggingface/datasets/issues/794 | 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 | null | null | 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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https://github.com/huggingface/datasets/pull/793 | 793 | [Datasets] fix discofuse links | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/793... | The discofuse links were changed: https://github.com/google-research-datasets/discofuse/commit/d27641016eb5b3eb2af03c7415cfbb2cbebe8558.
The old links are broken
I changed the links and created the new dataset_infos.json.
Pinging @thomwolf @lhoestq for notification. | {
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https://github.com/huggingface/datasets/issues/792 | 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 | null | null | # 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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https://github.com/huggingface/datasets/pull/791 | 791 | add amazon reviews | {
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"@patrickvonplaten Yeah this is adapted from tfds so a lot is just how they wrote the code. Addressed your comments and also simplified the weird `AmazonUSReviewsConfig` definition. Will merge once tests pass.",
"Thanks for checking this one :) \r\nLooks good to me \r\n\r\nJust one question : is there a particula... | 2020-11-02T16:42:57Z | 2020-11-03T20:15:06Z | 2020-11-03T16:43:57Z | CONTRIBUTOR | false | {
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https://github.com/huggingface/datasets/issues/790 | 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 | 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://github.com/huggingface/datasets/pull/789 | 789 | dataset(ncslgr): add initial loading script | {
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"Hi @AmitMY, sorry for leaving you hanging for a minute :) \r\n\r\nWe've developed a new pipeline for adding datasets with a few extra steps, including adding a dataset card. You can find the full process [here](https://github.com/huggingface/datasets/blob/master/ADD_NEW_DATASET.md)\r\n\r\nWould you be up for addin... | 2020-11-02T06:50:10Z | 2020-12-01T13:41:37Z | 2020-12-01T13:41:36Z | CONTRIBUTOR | false | {
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https://www.bu.edu/asllrp/ncslgr.html
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https://github.com/huggingface/datasets/issues/788 | 788 | failed to reuse cache | {
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https://github.com/huggingface/datasets/pull/787 | 787 | Adding nli_tr dataset | {
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"Thank you @lhoestq for the time you take to review our pull request. We appreciate your help.\r\n\r\nWe've made the changes you described. Hope that it is ready for being merged. Please let me know if you have any additional requests for revisions. "
] | 2020-11-01T21:49:44Z | 2020-11-12T19:06:02Z | 2020-11-12T19:06:02Z | CONTRIBUTOR | false | {
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In this pull request, we have implemented the necessary interface to add our recent dataset [NLI-TR](https://github.com/boun-tabi/NLI-TR). The datasets will be presented on a full paper at EMNLP 2020 this month. [[arXiv link] ](https://arxiv.org/pdf/2004.14963.pdf)
The dataset is the neural machine transl... | {
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https://github.com/huggingface/datasets/issues/786 | 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 | null | null | 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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https://github.com/huggingface/datasets/pull/785 | 785 | feat(aslg_pc12): add dev and test data splits | {
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"Hi ! I'm not sure we should make this split decision arbitrarily on our side. Users can split it afterwards to whatever they want using `dataset.train_test_split` for example.\r\nMoreover it looks like there's already papers that use this dataset and propose their own splits ([here](http://xanthippi.ceid.upatras.g... | 2020-10-31T13:25:38Z | 2020-11-10T15:29:30Z | 2020-11-10T15:29:30Z | CONTRIBUTOR | false | {
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The original paper author did not define splits for the entire dataset, not for the sample loaded via this library, so I decided to define:
- 5/7th for train
- 1/7th for dev
- 1/7th for test
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https://github.com/huggingface/datasets/issues/784 | 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 | null | 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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https://github.com/huggingface/datasets/pull/783 | 783 | updated links to v1.3 of quail, fixed the description | {
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"we're using quail 1.3 now thanks.\r\nclosing this one"
] | 2020-10-30T21:47:33Z | 2020-11-29T23:05:19Z | 2020-11-29T23:05:18Z | NONE | false | {
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https://github.com/huggingface/datasets/pull/782 | 782 | Fix metric deletion when attribuets are missing | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/782... | When you call `del` on a metric we want to make sure that the arrow attributes are not already deleted.
I just added `if hasattr(...)` to make sure it doesn't crash | {
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https://github.com/huggingface/datasets/pull/781 | 781 | Add XNLI train set | {
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"Hi! Thanks for adding the translated MNLI! Do you know what translations system / model you used when you created the datasets in the other languages?",
"According to the [paper](https://arxiv.org/pdf/1809.05053.pdf) it's the result of the work of professional translators ;)",
"Thanks for getting back to me.\n... | 2020-10-30T13:21:53Z | 2022-06-09T23:26:46Z | 2020-11-09T18:22:49Z | MEMBER | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/781... | I added the train set that was built using the translated MNLI.
Now you can load the dataset specifying one language:
```python
from datasets import load_dataset
xnli_en = load_dataset("xnli", "en")
print(xnli_en["train"][0])
# {'hypothesis': 'Product and geography are what make cream skimming work .', 'label':... | {
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https://github.com/huggingface/datasets/pull/780 | 780 | Add ASNQ dataset | {
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"Very nice !\r\nWhat do the `sentence1` and `sentence2` correspond to exactly ?\r\nAlso maybe you could use the `ClassLabel` feature type for the `label` field (see [snli](https://github.com/huggingface/datasets/blob/master/datasets/snli/snli.py) for example)",
"> What do the `sentence1` and `sentence2` correspon... | 2020-10-29T23:31:56Z | 2020-11-10T09:26:23Z | 2020-11-10T09:26:23Z | CONTRIBUTOR | false | {
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"url": "https://api.github.com/repos/huggingface/datasets/pulls/780... | This pull request adds the ASNQ dataset. It is a dataset for answer sentence selection derived from Google Natural Questions (NQ) dataset (Kwiatkowski et al. 2019). The dataset details can be found in the paper at https://arxiv.org/abs/1911.04118
The dataset is authored by Siddhant Garg, Thuy Vu and Alessandro Mosch... | {
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https://github.com/huggingface/datasets/pull/779 | 779 | Feature/fidelity metrics from emnlp2020 evaluating and characterizing human rationales | {
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"Hi ! This looks interesting, thanks for adding it :) \r\n\r\nFor metrics there should only be two features fields: references and predictions.\r\nBoth of them can be defined as you want using nested structures if you need to.\r\nAlso I'm not sure what goes into references and what goes into predictions, could you ... | 2020-10-29T17:31:14Z | 2023-07-11T09:36:30Z | 2023-07-11T09:36:30Z | NONE | false | {
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https://github.com/huggingface/datasets/issues/778 | 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 | null | 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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https://github.com/huggingface/datasets/pull/777 | 777 | Better error message for uninitialized metric | {
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Fix #729 | {
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