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https://api.github.com/repos/huggingface/datasets/issues/315
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315
[Question] Best way to batch a large dataset?
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2020-06-25T22:30:20Z
2020-10-27T15:38:17Z
1970-01-01T00:00:00
CONTRIBUTOR
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I'm training on large datasets such as Wikipedia and BookCorpus. Following the instructions in [the tutorial notebook](https://colab.research.google.com/github/huggingface/nlp/blob/master/notebooks/Overview.ipynb), I see the following recommended for TensorFlow: ```python train_tf_dataset = train_tf_dataset.filter(...
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314
Fixed singlular very minor spelling error
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2020-06-25T10:45:59Z
2020-06-26T08:46:41Z
2020-06-25T12:43:59
CONTRIBUTOR
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An instance of "independantly" was changed to "independently". That's all.
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Add MWSC
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2020-06-25T09:22:02Z
2020-06-30T08:28:11Z
2020-06-30T08:28:11
CONTRIBUTOR
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Adding the [Modified Winograd Schema Challenge](https://github.com/salesforce/decaNLP/blob/master/local_data/schema.txt) dataset which formed part of the [decaNLP](http://decanlp.com/) benchmark. Not sure how much use people would find for it it outside of the benchmark, but it is general purpose. Code is heavily bo...
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312
[Feature request] Add `shard()` method to dataset
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2020-06-24T22:48:33Z
2020-07-06T12:35:36Z
2020-07-06T12:35:36
CONTRIBUTOR
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Currently, to shard a dataset into 10 pieces on different ranks, you can run ```python rank = 3 # for example size = 10 dataset = nlp.load_dataset('wikitext', 'wikitext-2-raw-v1', split=f"train[{rank*10}%:{(rank+1)*10}%]") ``` However, this breaks down if you have a number of ranks that doesn't divide cleanly...
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311
Add qa_zre
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2020-06-24T22:17:22Z
2020-06-29T16:37:38Z
2020-06-29T16:37:38
CONTRIBUTOR
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Adding the QA-ZRE dataset from ["Zero-Shot Relation Extraction via Reading Comprehension"](http://nlp.cs.washington.edu/zeroshot/). A common processing step seems to be replacing the `XXX` placeholder with the `subject`. I've left this out as it's something you could easily do with `map`.
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add wikisql
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2020-06-24T18:00:35Z
2020-06-25T12:32:25Z
2020-06-25T12:32:25
CONTRIBUTOR
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Adding the [WikiSQL](https://github.com/salesforce/WikiSQL) dataset. Interesting things to note: - Have copied the function (`_convert_to_human_readable`) which converts the SQL query to a human-readable (string) format as this is what most people will want when actually using this dataset for NLP applications. - ...
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309
Add narrative qa
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2020-06-24T17:26:18Z
2020-09-03T09:02:10Z
2020-09-03T09:02:09
NONE
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Test cases for dummy data don't pass Only contains data for summaries (not whole story)
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308
Specify utf-8 encoding for MRPC files
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2020-06-23T22:44:36Z
2020-06-25T12:52:21Z
2020-06-25T12:16:10
CONTRIBUTOR
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Fixes #307, again probably a Windows-related issue.
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307
Specify encoding for MRPC
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2020-06-23T22:24:49Z
2020-06-25T12:16:09Z
2020-06-25T12:16:09
CONTRIBUTOR
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Same as #242, but with MRPC: on Windows, I get a `UnicodeDecodeError` when I try to download the dataset: ```python dataset = nlp.load_dataset('glue', 'mrpc') ``` ```python Downloading and preparing dataset glue/mrpc (download: Unknown size, generated: Unknown size, total: Unknown size) to C:\Users\Python\.cache...
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306
add pg19 dataset
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2020-06-23T22:03:52Z
2020-07-06T07:55:59Z
2020-07-06T07:55:59
CONTRIBUTOR
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https://github.com/huggingface/nlp/issues/274 Add functioning PG19 dataset with dummy data `cos_e.py` was just auto-linted by `make style`
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305
Importing downloaded package repository fails
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2020-06-23T21:09:05Z
2020-07-30T16:44:23Z
2020-07-30T16:44:23
MEMBER
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The `get_imports` function in `src/nlp/load.py` has a feature to download a package as a zip archive of the github repository and import functions from the unpacked directory. This is used for example in the `metrics/coval.py` file, and would be useful to add BLEURT (@ankparikh). Currently however, the code seems to...
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304
Problem while printing doc string when instantiating multiple metrics.
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2020-06-23T19:32:05Z
2020-07-22T09:50:58Z
2020-07-22T09:50:58
CONTRIBUTOR
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When I load more than one metric and try to print doc string of a particular metric,. It shows the doc strings of all imported metric one after the other which looks quite confusing and clumsy. Attached [Colab](https://colab.research.google.com/drive/13H0ZgyQ2se0mqJ2yyew0bNEgJuHaJ8H3?usp=sharing) Notebook for problem ...
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303
allow to move files across file systems
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2020-06-23T14:56:08Z
2020-06-23T15:08:44Z
2020-06-23T15:08:43
MEMBER
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Users are allowed to use the `cache_dir` that they want. Therefore it can happen that we try to move files across filesystems. We were using `os.rename` that doesn't allow that, so I changed some of them to `shutil.move`. This should fix #301
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Question - Sign Language Datasets
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2020-06-23T14:53:40Z
2020-11-25T11:25:33Z
2020-11-25T11:25:33
CONTRIBUTOR
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An emerging field in NLP is SLP - sign language processing. I was wondering about adding datasets here, specifically because it's shaping up to be large and easily usable. The metrics for sign language to text translation are the same. So, what do you think about (me, or others) adding datasets here? An exa...
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301
Setting cache_dir gives error on wikipedia download
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2020-06-23T11:31:44Z
2020-06-24T07:05:07Z
2020-06-24T07:05:07
NONE
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First of all thank you for a super handy library! I'd like to download large files to a specific drive so I set `cache_dir=my_path`. This works fine with e.g. imdb and squad. But on wikipedia I get an error: ``` nlp.load_dataset('wikipedia', '20200501.de', split = 'train', cache_dir=my_path) ``` ``` OSError ...
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300
Fix bertscore references
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2020-06-23T09:38:59Z
2020-06-23T14:47:38Z
2020-06-23T14:47:37
MEMBER
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I added some type checking for metrics. There was an issue where a metric could interpret a string a a list. A `ValueError` is raised if a string is given instead of a list. Moreover I added support for both strings and lists of strings for `references` in `bertscore`, as it is the case in the original code. Both...
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299
remove some print in snli file
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2020-06-23T07:46:06Z
2020-06-23T08:10:46Z
2020-06-23T08:10:44
CONTRIBUTOR
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This PR removes unwanted `print` statements in some files such as `snli.py`
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Add searchable datasets
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2020-06-23T07:33:03Z
2020-06-26T07:50:44Z
2020-06-26T07:50:43
MEMBER
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# Better support for Numpy format + Add Indexed Datasets I was working on adding Indexed Datasets but in the meantime I had to also add more support for Numpy arrays in the lib. ## Better support for Numpy format New features: - New fast method to convert Numpy arrays from Arrow structure (up to x100 speed up...
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297
Error in Demo for Specific Datasets
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2020-06-23T00:38:42Z
2020-07-17T17:43:06Z
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NONE
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Selecting `natural_questions` or `newsroom` dataset in the online demo results in an error similar to the following. ![image](https://user-images.githubusercontent.com/60150701/85347842-ac861900-b4ae-11ea-98c4-a53a00934783.png)
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snli -1 labels
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2020-06-22T23:33:30Z
2020-06-23T14:41:59Z
2020-06-23T14:41:58
CONTRIBUTOR
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I'm trying to train a model on the SNLI dataset. Why does it have so many -1 labels? ``` import nlp from collections import Counter data = nlp.load_dataset('snli')['train'] print(Counter(data['label'])) Counter({0: 183416, 2: 183187, 1: 182764, -1: 785}) ```
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295
Improve input warning for evaluation metrics
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2020-06-22T17:28:57Z
2020-06-23T14:47:37Z
2020-06-23T14:47:37
NONE
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Hi, I am the author of `bert_score`. Recently, we received [ an issue ](https://github.com/Tiiiger/bert_score/issues/62) reporting a problem in using `bert_score` from the `nlp` package (also see #238 in this repo). After looking into this, I realized that the problem arises from the format `nlp.Metric` takes inpu...
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294
Cannot load arxiv dataset on MacOS?
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2020-06-22T15:46:55Z
2020-06-30T15:25:10Z
2020-06-30T15:25:10
CONTRIBUTOR
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I am having trouble loading the `"arxiv"` config from the `"scientific_papers"` dataset on MacOS. When I try loading the dataset with: ```python arxiv = nlp.load_dataset("scientific_papers", "arxiv") ``` I get the following stack trace: ```bash JSONDecodeError Traceback (most recen...
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293
Don't test community datasets
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2020-06-22T10:15:33Z
2020-06-22T11:07:00Z
2020-06-22T11:06:59
MEMBER
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This PR disables testing for community datasets on aws. It should fix the CI that is currently failing.
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292
Update metadata for x_stance dataset
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2020-06-22T09:13:26Z
2020-06-23T08:07:24Z
2020-06-23T08:07:24
CONTRIBUTOR
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Thank you for featuring the x_stance dataset in your library. This PR updates some metadata: - Citation: Replace preprint with proceedings - URL: Use a URL with long-term availability
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break statement not required
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2020-06-22T01:40:55Z
2020-06-23T17:57:58Z
2020-06-23T09:37:02
NONE
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ConnectionError - Eli5 dataset download
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2020-06-19T13:40:33Z
2020-06-20T13:22:24Z
2020-06-20T13:22:24
NONE
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Hi, I have a problem with downloading Eli5 dataset. When typing `nlp.load_dataset('eli5')`, I get ConnectionError: Couldn't reach https://storage.googleapis.com/huggingface-nlp/cache/datasets/eli5/LFQA_reddit/1.0.0/explain_like_im_five-train_eli5.arrow I would appreciate if you could help me with this issue.
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update xsum
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2020-06-19T12:28:32Z
2020-06-22T13:27:26Z
2020-06-22T07:20:07
CONTRIBUTOR
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This PR makes the following update to the xsum dataset: - Manual download is not required anymore - dataset can be loaded as follow: `nlp.load_dataset('xsum')` **Important** Instead of using on outdated url to download the data: "https://raw.githubusercontent.com/EdinburghNLP/XSum/master/XSum-Dataset/XSum...
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Error at the first example in README: AttributeError: module 'dill' has no attribute '_dill'
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2020-06-19T11:01:22Z
2020-06-21T09:05:11Z
2020-06-21T09:05:11
NONE
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/Users/parasol_tree/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:469: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'. _np_qint8 = np.dtype([("qint8", np.int8, 1)]) /Users/...
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fix squad_v2 metric
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2020-06-19T08:24:46Z
2020-06-19T08:33:43Z
2020-06-19T08:33:41
MEMBER
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Fix #280 The imports were wrong
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Add ANLI dataset.
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2020-06-18T22:27:30Z
2020-06-22T12:23:27Z
2020-06-22T12:23:27
CONTRIBUTOR
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I completed all the steps in https://github.com/huggingface/nlp/blob/master/CONTRIBUTING.md#how-to-add-a-dataset and push the code for ANLI. Please let me know if there are any errors.
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285
Consistent formatting of citations
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2020-06-18T16:25:23Z
2020-06-22T08:09:25Z
2020-06-22T08:09:24
CONTRIBUTOR
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#283
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284
Fix manual download instructions
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2020-06-18T15:59:57Z
2020-06-19T08:24:21Z
2020-06-19T08:24:19
CONTRIBUTOR
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This PR replaces the static `DatasetBulider` variable `MANUAL_DOWNLOAD_INSTRUCTIONS` by a property function `manual_download_instructions()`. Some datasets like XTREME and all WMT need the manual data dir only for a small fraction of the possible configs. After some brainstorming with @mariamabarham and @lhoestq...
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283
Consistent formatting of citations
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2020-06-18T14:48:45Z
2020-06-22T17:30:46Z
2020-06-22T17:30:46
CONTRIBUTOR
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The citations are all of a different format, some have "```" and have text inside, others are proper bibtex. Can we make it so that they all are proper citations, i.e. parse by the bibtex spec: https://bibtexparser.readthedocs.io/en/master/
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282
Update dataset_info from gcs
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2020-06-18T13:41:15Z
2020-06-18T16:24:52Z
2020-06-18T16:24:51
MEMBER
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Some datasets are hosted on gcs (wikipedia for example). In this PR I make sure that, when a user loads such datasets, the file_instructions are built using the dataset_info.json from gcs and not from the info extracted from the local `dataset_infos.json` (the one that contain the info for each config). Indeed local fi...
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Private/sensitive data
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2020-06-18T09:47:27Z
2020-06-20T13:15:12Z
2020-06-20T13:15:12
CONTRIBUTOR
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Hi all, Thanks for this fantastic library, it makes it very easy to do prototyping for NLP projects interchangeably between TF/Pytorch. Unfortunately, there is data that cannot easily be shared publicly as it may contain sensitive information. Is there support/a plan to support such data with NLP, e.g. by readin...
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280
Error with SquadV2 Metrics
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2020-06-17T19:10:54Z
2020-06-19T08:33:41Z
2020-06-19T08:33:41
NONE
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I can't seem to import squad v2 metrics. **squad_metric = nlp.load_metric('squad_v2')** **This throws me an error.:** ``` ImportError Traceback (most recent call last) <ipython-input-8-170b6a170555> in <module> ----> 1 squad_metric = nlp.load_metric('squad_v2') ~/env/lib6...
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Dataset Preprocessing Cache with .map() function not working as expected
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2020-06-17T17:17:21Z
2021-07-06T21:43:28Z
2021-04-18T23:43:49
NONE
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I've been having issues with reproducibility when loading and processing datasets with the `.map` function. I was only able to resolve them by clearing all of the cache files on my system. Is there a way to disable using the cache when processing a dataset? As I make minor processing changes on the same dataset, I ...
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MemoryError when loading German Wikipedia
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2020-06-17T15:06:21Z
2020-06-19T12:53:02Z
2020-06-19T12:53:02
NONE
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Hi, first off let me say thank you for all the awesome work you're doing at Hugging Face across all your projects (NLP, Transformers, Tokenizers) - they're all amazing contributions to us working with NLP models :) I'm trying to download the German Wikipedia dataset as follows: ``` wiki = nlp.load_dataset("wikip...
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Empty samples in glue/qqp
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2020-06-17T05:54:52Z
2020-06-21T00:21:45Z
2020-06-21T00:21:45
CONTRIBUTOR
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``` qqp = nlp.load_dataset('glue', 'qqp') print(qqp['train'][310121]) print(qqp['train'][362225]) ``` ``` {'question1': 'How can I create an Android app?', 'question2': '', 'label': 0, 'idx': 310137} {'question1': 'How can I develop android app?', 'question2': '', 'label': 0, 'idx': 362246} ``` Notice that que...
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276
Fix metric compute (original_instructions missing)
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2020-06-16T08:52:01Z
2020-06-18T07:41:45Z
2020-06-18T07:41:44
MEMBER
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When loading arrow data we added in cc8d250 a way to specify the instructions that were used to store them with the loaded dataset. However metrics load data the same way but don't need instructions (we use one single file). In this PR I just make `original_instructions` optional when reading files to load a `Datas...
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NonMatchingChecksumError when loading pubmed dataset
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2020-06-16T07:31:51Z
2020-06-19T07:37:07Z
2020-06-19T07:37:07
NONE
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I get this error when i run `nlp.load_dataset('scientific_papers', 'pubmed', split = 'train[:50%]')`. The error is: ``` --------------------------------------------------------------------------- NonMatchingChecksumError Traceback (most recent call last) <ipython-input-2-7742dea167d0> in <module...
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274
PG-19
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2020-06-15T21:02:26Z
2020-07-06T15:35:02Z
2020-07-06T15:35:02
CONTRIBUTOR
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Hi, and thanks for all your open-sourced work, as always! I was wondering if you would be open to adding PG-19 to your collection of datasets. https://github.com/deepmind/pg19 It is often used for benchmarking long-range language modeling.
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273
update cos_e to add cos_e v1.0
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2020-06-15T16:03:22Z
2020-06-16T08:25:54Z
2020-06-16T08:25:52
CONTRIBUTOR
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This PR updates the cos_e dataset to add v1.0 as requested here #163 @nazneenrajani
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asd
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2020-06-14T08:20:38Z
2020-06-14T09:16:41Z
2020-06-14T09:16:41
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271
Fix allociné dataset configuration
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2020-06-13T10:12:10Z
2020-06-18T07:41:21Z
2020-06-18T07:41:20
CONTRIBUTOR
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This is a patch for #244. According to the [live nlp viewer](url), the Allociné dataset must be loaded with : ```python dataset = load_dataset('allocine', 'allocine') ``` This is redundant, as there is only one "dataset configuration", and should only be: ```python dataset = load_dataset('allocine') ``` This ...
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270
c4 dataset is not viewable in nlpviewer demo
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2020-06-13T08:26:16Z
2020-10-27T15:35:29Z
2020-10-27T15:35:13
NONE
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I get the following error when I try to view the c4 dataset in [nlpviewer](https://huggingface.co/nlp/viewer/) ```python ModuleNotFoundError: No module named 'langdetect' Traceback: File "/home/sasha/.local/lib/python3.7/site-packages/streamlit/ScriptRunner.py", line 322, in _run_script exec(code, module.__d...
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269
Error in metric.compute: missing `original_instructions` argument
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2020-06-13T06:26:54Z
2020-06-18T07:41:44Z
2020-06-18T07:41:44
NONE
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I'm running into an error using metrics for computation in the latest master as well as version 0.2.1. Here is a minimal example: ```python import nlp rte_metric = nlp.load_metric('glue', name="rte") rte_metric.compute( [0, 0, 1, 1], [0, 1, 0, 1], ) ``` ``` 181 # Read the predictio...
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268
add Rotten Tomatoes Movie Review sentences sentiment dataset
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2020-06-12T15:53:59Z
2020-06-18T07:46:24Z
2020-06-18T07:46:23
CONTRIBUTOR
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Sentence-level movie reviews v1.0 from here: http://www.cs.cornell.edu/people/pabo/movie-review-data/
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267
How can I load/find WMT en-romanian?
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2020-06-12T01:09:37Z
2020-06-19T08:24:19Z
2020-06-19T08:24:19
CONTRIBUTOR
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I believe it is from `wmt16` When I run ```python wmt = nlp.load_dataset('wmt16') ``` I get: ```python AssertionError: The dataset wmt16 with config cs-en requires manual data. Please follow the manual download instructions: Some of the wmt configs here, require a manual download. Please look into wm...
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266
Add sort, shuffle, test_train_split and select methods
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2020-06-11T16:22:20Z
2020-06-18T16:23:25Z
2020-06-18T16:23:24
MEMBER
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Add a bunch of methods to reorder/split/select rows in a dataset: - `dataset.select(indices)`: Create a new dataset with rows selected following the list/array of indices (which can have a different size than the dataset and contain duplicated indices, the only constrain is that all the integers in the list must be sm...
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265
Add pyarrow warning colab
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2020-06-11T15:57:51Z
2020-08-02T18:14:36Z
2020-06-12T08:14:16
MEMBER
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When a user installs `nlp` on google colab, then google colab doesn't update pyarrow, and the runtime needs to be restarted to use the updated version of pyarrow. This is an issue because `nlp` requires the updated version to work correctly. In this PR I added en error that is shown to the user in google colab if...
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264
Fix small issues creating dataset
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2020-06-11T15:20:16Z
2020-06-12T08:15:57Z
2020-06-12T08:15:56
MEMBER
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Fix many small issues mentioned in #249: - don't force to install apache beam for commands - fix None cache dir when using `dl_manager.download_custom` - added new extras in `setup.py` named `dev` that contains tests and quality dependencies - mock dataset sizes when running tests with dummy data - add a note abou...
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263
[Feature request] Support for external modality for language datasets
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2020-06-11T13:42:18Z
2022-02-10T13:26:35Z
2022-02-10T13:26:35
CONTRIBUTOR
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# Background In recent years many researchers have advocated that learning meanings from text-based only datasets is just like asking a human to "learn to speak by listening to the radio" [[E. Bender and A. Koller,2020](https://openreview.net/forum?id=GKTvAcb12b), [Y. Bisk et. al, 2020](https://arxiv.org/abs/2004.10...
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262
Add new dataset ANLI Round 1
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2020-06-11T04:14:57Z
2020-06-12T22:03:03Z
2020-06-12T22:03:03
CONTRIBUTOR
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Adding new dataset [ANLI](https://github.com/facebookresearch/anli/). I'm not familiar with how to add new dataset. Let me know if there is any issue. I only include round 1 data here. There will be round 2, round 3 and more in the future with potentially different format. I think it will be better to separate them.
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261
Downloading dataset error with pyarrow.lib.RecordBatch
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2020-06-10T16:04:19Z
2020-06-11T14:35:12Z
2020-06-11T14:35:12
NONE
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I am trying to download `sentiment140` and I have the following error ``` /usr/local/lib/python3.6/dist-packages/nlp/load.py in load_dataset(path, name, version, data_dir, data_files, split, cache_dir, download_config, download_mode, ignore_verifications, save_infos, **config_kwargs) 518 download_mode=...
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260
Consistency fixes
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2020-06-10T13:44:42Z
2020-06-11T10:34:37Z
2020-06-11T10:34:36
MEMBER
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A few bugs I've found while hacking
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259
documentation missing how to split a dataset
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2020-06-10T13:18:13Z
2023-03-14T13:56:07Z
2020-06-18T22:20:24
NONE
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I am trying to understand how to split a dataset ( as arrow_dataset). I know I can do something like this to access a split which is already in the original dataset : `ds_test = nlp.load_dataset('imdb, split='test') ` But how can I split ds_test into a test and a validation set (without reading the data into m...
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258
Why is dataset after tokenization far more larger than the orginal one ?
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2020-06-10T01:27:07Z
2020-06-10T12:46:34Z
2020-06-10T12:46:34
CONTRIBUTOR
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I tokenize wiki dataset by `map` and cache the results. ``` def tokenize_tfm(example): example['input_ids'] = hf_fast_tokenizer.convert_tokens_to_ids(hf_fast_tokenizer.tokenize(example['text'])) return example wiki = nlp.load_dataset('wikipedia', '20200501.en', cache_dir=cache_dir)['train'] wiki.map(token...
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257
Tokenizer pickling issue fix not landed in `nlp` yet?
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2020-06-09T17:12:34Z
2020-06-10T21:45:32Z
2020-06-09T17:26:53
NONE
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Unless I recreate an arrow_dataset from my loaded nlp dataset myself (which I think does not use the cache by default), I get the following error when applying the map function: ``` dataset = nlp.load_dataset('cos_e') tokenizer = GPT2TokenizerFast.from_pretrained('gpt2', cache_dir=cache_dir) for split in datase...
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256
[Feature request] Add a feature to dataset
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2020-06-09T16:38:12Z
2020-06-09T16:51:42Z
2020-06-09T16:51:42
NONE
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Is there a straightforward way to add a field to the arrow_dataset, prior to performing map?
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Add dataset/piaf
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2020-06-09T10:16:01Z
2020-06-12T08:31:27Z
2020-06-12T08:31:27
CONTRIBUTOR
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Small SQuAD-like French QA dataset [PIAF](https://www.aclweb.org/anthology/2020.lrec-1.673.pdf)
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254
[Feature request] Be able to remove a specific sample of the dataset
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2020-06-09T02:22:13Z
2020-06-09T08:41:38Z
2020-06-09T08:41:38
NONE
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As mentioned in #117, it's currently not possible to remove a sample of the dataset. But it is a important use case : After applying some preprocessing, some samples might be empty for example. We should be able to remove these samples from the dataset, or at least mark them as `removed` so when iterating the datase...
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253
add flue dataset
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2020-06-08T17:11:09Z
2023-09-24T09:46:03Z
2020-07-16T07:50:59
CONTRIBUTOR
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This PR add the Flue dataset as requested in this issue #223 . @lbourdois made a detailed description in that issue.
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252
NonMatchingSplitsSizesError error when reading the IMDB dataset
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2020-06-08T12:26:24Z
2021-08-27T15:20:58Z
2020-06-08T14:01:26
NONE
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Hi! I am trying to load the `imdb` dataset with this line: `dataset = nlp.load_dataset('imdb', data_dir='/A/PATH', cache_dir='/A/PATH')` but I am getting the following error: ``` Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/mounts/Users/cisintern/antmarakis/anaconda3/...
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251
Better access to all dataset information
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2020-06-08T11:56:50Z
2020-06-12T08:13:00Z
2020-06-12T08:12:58
MEMBER
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Moves all the dataset info down one level from `dataset.info.XXX` to `dataset.XXX` This way it's easier to access `dataset.feature['label']` for instance Also, add the original split instructions used to create the dataset in `dataset.split` Ex: ``` from nlp import load_dataset stsb = load_dataset('glue', name=...
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250
Remove checksum download in c4
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2020-06-08T09:13:00Z
2020-08-25T07:04:56Z
2020-06-08T09:16:59
MEMBER
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There was a line from the original tfds script that was still there and causing issues when loading the c4 script. This one should fix #233 and allow anyone to load the c4 script to generate the dataset
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[Dataset created] some critical small issues when I was creating a dataset
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2020-06-07T12:58:54Z
2020-06-12T08:28:51Z
2020-06-12T08:28:51
CONTRIBUTOR
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Hi, I successfully created a dataset and has made a pr #248. But I have encountered several problems when I was creating it, and those should be easy to fix. 1. Not found dataset_info.json should be fixed by #241 , eager to wait it be merged. 2. Forced to install `apach_beam` If we should install it, then it m...
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248
add Toronto BooksCorpus
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2020-06-07T12:54:56Z
2020-06-12T08:45:03Z
2020-06-12T08:45:02
CONTRIBUTOR
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1. I knew there is a branch `toronto_books_corpus` - After I downloaded it, I found it is all non-english, and only have one row. - It seems that it cites the wrong paper - according to papar using it, it is called `BooksCorpus` but not `TornotoBooksCorpus` 2. It use a text mirror in google drive - `bookscorpu...
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247
Make all dataset downloads deterministic by applying `sorted` to glob and os.listdir
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2020-06-06T11:02:10Z
2020-06-08T09:18:16Z
2020-06-08T09:18:14
CONTRIBUTOR
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This PR makes all datasets loading deterministic by applying `sorted()` to all `glob.glob` and `os.listdir` statements. Are there other "non-deterministic" functions apart from `glob.glob()` and `os.listdir()` that you can think of @thomwolf @lhoestq @mariamabarham @jplu ? **Important** It does break backward c...
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What is the best way to cache a dataset?
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2020-07-09T09:15:07Z
2020-07-09T09:15:07
NONE
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For example if I want to use streamlit with a nlp dataset: ``` @st.cache def load_data(): return nlp.load_dataset('squad') ``` This code raises the error "uncachable object" Right now I just fixed with a constant for my specific case: ``` @st.cache(hash_funcs={pyarrow.lib.Buffer: lambda b: 0}) ```...
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SST-2 test labels are all -1
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2020-06-05T21:41:42Z
2021-12-08T00:47:32Z
2020-06-06T16:56:41
CONTRIBUTOR
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I'm trying to test a model on the SST-2 task, but all the labels I see in the test set are -1. ``` >>> import nlp >>> glue = nlp.load_dataset('glue', 'sst2') >>> glue {'train': Dataset(schema: {'sentence': 'string', 'label': 'int64', 'idx': 'int32'}, num_rows: 67349), 'validation': Dataset(schema: {'sentence': 'st...
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244
Add Allociné Dataset
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2020-06-05T19:19:26Z
2020-06-11T07:47:26Z
2020-06-11T07:47:26
CONTRIBUTOR
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This is a french binary sentiment classification dataset, which was used to train this model: https://huggingface.co/tblard/tf-allocine. Basically, it's a french "IMDB" dataset, with more reviews. More info on [this repo](https://github.com/TheophileBlard/french-sentiment-analysis-with-bert).
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243
Specify utf-8 encoding for GLUE
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2020-06-05T16:33:00Z
2020-06-17T21:16:06Z
2020-06-08T08:42:01
CONTRIBUTOR
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#242 This makes the GLUE-MNLI dataset readable on my machine, not sure if it's a Windows-only bug.
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242
UnicodeDecodeError when downloading GLUE-MNLI
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2020-06-05T16:30:01Z
2020-06-09T16:06:47Z
2020-06-08T08:45:03
CONTRIBUTOR
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When I run ```python dataset = nlp.load_dataset('glue', 'mnli') ``` I get an encoding error (could it be because I'm using Windows?) : ```python # Lots of error log lines later... ~\Miniconda3\envs\nlp\lib\site-packages\tqdm\std.py in __iter__(self) 1128 try: -> 1129 for obj in iterable:...
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241
Fix empty cache dir
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2020-06-05T15:45:22Z
2020-06-08T08:35:33Z
2020-06-08T08:35:31
MEMBER
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If the cache dir of a dataset is empty, the dataset fails to load and throws a FileNotFounfError. We could end up with empty cache dir because there was a line in the code that created the cache dir without using a temp dir. Using a temp dir is useful as it gets renamed to the real cache dir only if the full process is...
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240
Deterministic dataset loading
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2020-06-05T09:03:26Z
2020-06-08T09:18:14Z
2020-06-08T09:18:14
CONTRIBUTOR
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When calling: ```python import nlp dataset = nlp.load_dataset("trivia_qa", split="validation[:1%]") ``` the resulting dataset is not deterministic over different google colabs. After talking to @thomwolf, I suspect the reason to be the use of `glob.glob` in line: https://github.com/huggingface/nlp/blob/2e0...
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[Creating new dataset] Not found dataset_info.json
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2020-06-05T06:15:04Z
2020-06-07T13:01:04Z
2020-06-07T13:01:04
CONTRIBUTOR
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Hi, I am trying to create Toronto Book Corpus. #131 I ran `~/nlp % python nlp-cli test datasets/bookcorpus --save_infos --all_configs` but this doesn't create `dataset_info.json` and try to use it ``` INFO:nlp.load:Checking datasets/bookcorpus/bookcorpus.py for additional imports. INFO:filelock:Lock 1397953257...
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238
[Metric] Bertscore : Warning : Empty candidate sentence; Setting recall to be 0.
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2020-06-05T02:14:47Z
2020-06-29T17:10:19Z
2020-06-29T17:10:19
NONE
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When running BERT-Score, I'm meeting this warning : > Warning: Empty candidate sentence; Setting recall to be 0. Code : ``` import nlp metric = nlp.load_metric("bertscore") scores = metric.compute(["swag", "swags"], ["swags", "totally something different"], lang="en", device=0) ``` --- **What am I do...
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Can't download MultiNLI
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2020-06-04T23:05:21Z
2020-06-06T10:51:34Z
2020-06-06T10:51:34
CONTRIBUTOR
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When I try to download MultiNLI with ```python dataset = load_dataset('multi_nli') ``` I get this long error: ```python --------------------------------------------------------------------------- OSError Traceback (most recent call last) <ipython-input-13-3b11f6be4cb9> in <m...
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236
CompGuessWhat?! dataset
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2020-06-04T19:45:50Z
2020-06-11T09:43:42Z
2020-06-11T07:45:21
CONTRIBUTOR
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Hello, Thanks for the amazing library that you put together. I'm Alessandro Suglia, the first author of CompGuessWhat?!, a recently released dataset for grounded language learning accepted to ACL 2020 ([https://compguesswhat.github.io](https://compguesswhat.github.io)). This pull-request adds the CompGuessWhat?! ...
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Add experimental datasets
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2020-06-04T15:54:56Z
2020-06-12T15:38:55Z
2020-06-12T15:38:55
MEMBER
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## Adding an *experimental datasets* folder After using the 🤗nlp library for some time, I find that while it makes it super easy to create new memory-mapped datasets with lots of cool utilities, a lot of what I want to do doesn't work well with the current `MockDownloader` based testing paradigm, making it hard to ...
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234
Huggingface NLP, Uploading custom dataset
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2020-06-04T05:59:06Z
2020-07-06T09:33:26Z
2020-07-06T09:33:26
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Hello, Does anyone know how we can call our custom dataset using the nlp.load command? Let's say that I have a dataset based on the same format as that of squad-v1.1, how am I supposed to load it using huggingface nlp. Thank you!
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233
Fail to download c4 english corpus
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2020-06-04T01:06:38Z
2021-01-08T07:17:32Z
2020-06-08T09:16:59
NONE
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i run following code to download c4 English corpus. ``` dataset = nlp.load_dataset('c4', 'en', beam_runner='DirectRunner' , data_dir='/mypath') ``` and i met failure as follows ``` Downloading and preparing dataset c4/en (download: Unknown size, generated: Unknown size, total: Unknown size) to /home/adam/....
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232
Nlp cli fix endpoints
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2020-06-03T14:10:39Z
2020-06-08T09:02:58Z
2020-06-08T09:02:57
MEMBER
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With this PR users will be able to upload their own datasets and metrics. As mentioned in #181, I had to use the new endpoints and revert the use of dataclasses (just in case we have changes in the API in the future). We now distinguish commands for datasets and commands for metrics: ```bash nlp-cli upload_data...
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231
Add .download to MockDownloadManager
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2020-06-03T13:20:00Z
2020-06-03T14:25:56Z
2020-06-03T14:25:55
MEMBER
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One method from the DownloadManager was missing and some users couldn't run the tests because of that. @yjernite
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Don't force to install apache beam for wikipedia dataset
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2020-06-03T13:13:07Z
2020-06-03T14:34:09Z
2020-06-03T14:34:07
MEMBER
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As pointed out in #227, we shouldn't force users to install apache beam if the processed dataset can be downloaded. I moved the imports of some datasets to avoid this problem
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229
Rename dataset_infos.json to dataset_info.json
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2020-06-03T12:31:44Z
2020-06-03T12:52:54Z
2020-06-03T12:48:33
NONE
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As the file required for the viewing in the live nlp viewer is named as dataset_info.json
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Not able to access the XNLI dataset
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2020-06-03T12:25:14Z
2020-07-17T17:44:22Z
2020-07-17T17:44:22
NONE
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When I try to access the XNLI dataset, I get the following error. The option of plain_text get selected automatically and then I get the following error. ``` FileNotFoundError: [Errno 2] No such file or directory: '/home/sasha/.cache/huggingface/datasets/xnli/plain_text/1.0.0/dataset_info.json' Traceback: File "/...
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227
Should we still have to force to install apache_beam to download wikipedia ?
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2020-06-03T09:33:20Z
2020-06-03T15:25:41Z
2020-06-03T15:25:41
CONTRIBUTOR
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Hi, first thanks to @lhoestq 's revolutionary work, I successfully downloaded processed wikipedia according to the doc. 😍😍😍 But at the first try, it tell me to install `apache_beam` and `mwparserfromhell`, which I thought wouldn't be used according to #204 , it was kind of confusing me at that time. Maybe we s...
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add BlendedSkillTalk dataset
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2020-06-01T10:54:45Z
2020-06-03T14:37:23Z
2020-06-03T14:37:22
CONTRIBUTOR
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This PR add the BlendedSkillTalk dataset, which is used to fine tune the blenderbot.
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225
[ROUGE] Different scores with `files2rouge`
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2020-06-01T00:50:36Z
2020-06-03T15:27:18Z
2020-06-03T15:27:18
NONE
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It seems that the ROUGE score of `nlp` is lower than the one of `files2rouge`. Here is a self-contained notebook to reproduce both scores : https://colab.research.google.com/drive/14EyAXValB6UzKY9x4rs_T3pyL7alpw_F?usp=sharing --- `nlp` : (Only mid F-scores) >rouge1 0.33508031962733364 rouge2 0.145743337761...
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224
[Feature Request/Help] BLEURT model -> PyTorch
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2020-05-30T18:30:40Z
2023-08-26T17:38:48Z
2021-01-04T09:53:32
NONE
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Hi, I am interested in porting google research's new BLEURT learned metric to PyTorch (because I wish to do something experimental with language generation and backpropping through BLEURT). I noticed that you guys don't have it yet so I am partly just asking if you plan to add it (@thomwolf said you want to do so on Tw...
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223
[Feature request] Add FLUE dataset
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2020-05-30T08:52:15Z
2020-12-03T13:39:33Z
2020-12-03T13:39:33
NONE
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Hi, I think it would be interesting to add the FLUE dataset for francophones or anyone wishing to work on French. In other requests, I read that you are already working on some datasets, and I was wondering if FLUE was planned. If it is not the case, I can provide each of the cleaned FLUE datasets (in the form...
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222
Colab Notebook breaks when downloading the squad dataset
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2020-05-29T22:55:59Z
2020-06-04T00:21:05Z
2020-06-04T00:21:05
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When I run the notebook in Colab https://colab.research.google.com/github/huggingface/nlp/blob/master/notebooks/Overview.ipynb breaks when running this cell: ![image](https://user-images.githubusercontent.com/338917/83311709-ffd1b800-a1dd-11ea-8394-3a87df0d7f8b.png)
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221
Fix tests/test_dataset_common.py
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2020-05-29T14:12:15Z
2020-06-01T12:20:42Z
2020-05-29T15:02:23
CONTRIBUTOR
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When I run the command `RUN_SLOW=1 pytest tests/test_dataset_common.py::LocalDatasetTest::test_load_real_dataset_arcd` while working on #220. I get the error ` unexpected keyword argument "'download_and_prepare_kwargs'"` at the level of `load_dataset`. Indeed, this [function](https://github.com/huggingface/nlp/blob/ma...
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220
dataset_arcd
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2020-05-29T13:46:50Z
2020-05-29T14:58:40Z
2020-05-29T14:57:21
CONTRIBUTOR
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Added Arabic Reading Comprehension Dataset (ARCD): https://arxiv.org/abs/1906.05394
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219
force mwparserfromhell as third party
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2020-05-29T12:33:17Z
2020-05-29T13:30:13Z
2020-05-29T13:30:12
MEMBER
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This should fix your env because you had `mwparserfromhell ` as a first party for `isort` @patrickvonplaten
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218
Add Natual Questions and C4 scripts
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2020-05-29T10:40:30Z
2020-05-29T12:31:01Z
2020-05-29T12:31:00
MEMBER
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Scripts are ready ! However they are not processed nor directly available from gcp yet.
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217
Multi-task dataset mixing
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2020-05-29T09:22:26Z
2022-10-22T00:45:50Z
1970-01-01T00:00:00
CONTRIBUTOR
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It seems like many of the best performing models on the GLUE benchmark make some use of multitask learning (simultaneous training on multiple tasks). The [T5 paper](https://arxiv.org/pdf/1910.10683.pdf) highlights multiple ways of mixing the tasks together during finetuning: - **Examples-proportional mixing** - sam...
null
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216
❓ How to get ROUGE-2 with the ROUGE metric ?
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2020-05-28T23:47:32Z
2020-06-01T00:04:35Z
2020-06-01T00:04:35
NONE
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null
I'm trying to use ROUGE metric, but I don't know how to get the ROUGE-2 metric. --- I compute scores with : ```python import nlp rouge = nlp.load_metric('rouge') with open("pred.txt") as p, open("ref.txt") as g: for lp, lg in zip(p, g): rouge.add([lp], [lg]) score = rouge.compute() ``` ...
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null
null
false