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https://api.github.com/repos/huggingface/datasets/issues/2132
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2,132
TydiQA dataset is mixed and is not split per language
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2021-03-29T08:56:21Z
2021-04-04T09:57:15Z
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Hi @lhoestq Currently TydiQA is mixed and user can only access the whole training set of all languages: https://www.tensorflow.org/datasets/catalog/tydi_qa for using this dataset, one need to train/evaluate in each separate language, and having them mixed, makes it hard to use this dataset. This is much convenien...
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When training with Multi-Node Multi-GPU the worker 2 has TypeError: 'NoneType' object
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2021-03-29T08:45:58Z
2021-04-10T11:08:55Z
2021-04-10T11:08:55Z
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version: 1.5.0 met a very strange error, I am training large scale language model, and need train on 2 machines(workers). And sometimes I will get this error `TypeError: 'NoneType' object is not iterable` This is traceback ``` 71 |   | Traceback (most recent call last): -- | -- | -- 72 |   | File "run_gpt.py"...
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2,130
wikiann dataset is missing columns
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2021-03-29T08:23:00Z
2021-08-27T14:44:18Z
2021-08-27T14:44:18Z
NONE
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Hi Wikiann dataset needs to have "spans" columns, which is necessary to be able to use this dataset, but this column is missing from huggingface datasets, could you please have a look? thank you @lhoestq
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How to train BERT model with next sentence prediction?
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2021-03-29T06:48:03Z
2021-04-01T04:58:40Z
2021-04-01T04:58:40Z
NONE
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Hello. I'm trying to pretrain the BERT model with next sentence prediction. Is there any function that supports next sentence prediction like ` TextDatasetForNextSentencePrediction` of `huggingface/transformers` ?
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2,128
Dialogue action slot name and value are reversed in MultiWoZ 2.2
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2021-03-29T06:34:02Z
2021-03-31T12:48:01Z
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CONTRIBUTOR
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Hi @yjernite, thank you for adding MultiWoZ 2.2 in the huggingface datasets platform. It is beneficial! I spot an error that the order of Dialogue action slot names and values are reversed. https://github.com/huggingface/datasets/blob/649b2c469779bc4221e1b6969aa2496d63eb5953/datasets/multi_woz_v22/multi_woz_v22.p...
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make documentation more clear to use different cloud storage
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2021-03-29T06:24:06Z
2021-03-29T12:16:24Z
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This PR extends the cloud storage documentation. To show you can use a different `fsspec` implementation.
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2,126
Replace legacy torch.Tensor constructor with torch.tensor
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2021-03-28T16:57:30Z
2021-03-29T09:27:14Z
2021-03-29T09:27:13Z
COLLABORATOR
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The title says it all (motivated by [this issue](https://github.com/pytorch/pytorch/issues/53146) in the pytorch repo).
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Is dataset timit_asr broken?
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2021-03-28T08:30:18Z
2021-03-28T12:29:25Z
2021-03-28T12:29:25Z
NONE
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Using `timit_asr` dataset, I saw all records are the same. ``` python from datasets import load_dataset, load_metric timit = load_dataset("timit_asr") from datasets import ClassLabel import random import pandas as pd from IPython.display import display, HTML def show_random_elements(dataset, num_example...
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2,124
Adding ScaNN library to do MIPS?
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2021-03-28T00:07:00Z
2021-03-29T13:23:43Z
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@lhoestq Hi I am thinking of adding this new google library to do the MIPS similar to **add_faiss_idex**. As the paper suggests, it is really fast when it comes to retrieving the nearest neighbors. https://github.com/google-research/google-research/tree/master/scann ![image](https://user-images.githubusercontent...
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Problem downloading GEM wiki_auto_asset_turk dataset
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2021-03-27T18:41:28Z
2021-05-12T16:15:18Z
2021-05-12T16:15:17Z
NONE
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@yjernite ### Summary I am currently working on the GEM datasets and do not manage to download the wiki_auto_asset_turk data, whereas all other datasets download well with the same code. ### Steps to reproduce Code snippet: from datasets import load_dataset #dataset = load_dataset('gem', 'web_nlg_en') d...
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2,122
Fast table queries with interpolation search
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2021-03-26T18:09:20Z
2021-08-04T18:11:59Z
2021-04-06T14:33:01Z
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## Intro This should fix issue #1803 Currently querying examples in a dataset is O(n) because of the underlying pyarrow ChunkedArrays implementation. To fix this I implemented interpolation search that is pretty effective since datasets usually verifies the condition of evenly distributed chunks (the default ch...
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2,121
Add Validation For README
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2021-03-26T17:02:17Z
2021-05-10T13:17:18Z
2021-05-10T09:41:41Z
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Hi @lhoestq, @yjernite This is a simple Readme parser. All classes specific to different sections can inherit `Section` class, and we can define more attributes in each. Let me know if this is going in the right direction :) Currently the output looks like this, for `to_dict()` on `FashionMNIST` `README.md`: ...
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dataset viewer does not work anymore
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2021-03-26T13:22:13Z
2021-03-26T15:52:22Z
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Hi I normally use this link to see all datasets and how I can load them https://huggingface.co/datasets/viewer/ Now I am getting 502 Bad Gateway nginx/1.18.0 (Ubuntu) could you bring this webpage back ? this was very helpful @lhoestq thanks for your help
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2,119
copy.deepcopy os.environ instead of copy
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Fixes: https://github.com/huggingface/datasets/issues/2115 - bug fix: using envrion.copy() returns a dict. - using deepcopy(environ) returns an `_environ` object - Changing the datatype of the _environ object can break code, if subsequent libraries perform operations using apis exclusive to the environ object, lik...
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Remove os.environ.copy in Dataset.map
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2021-03-26T03:48:17Z
2021-03-26T12:03:23Z
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Replace `os.environ.copy` with in-place modification Fixes #2115
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load_metric from local "glue.py" meet error 'NoneType' object is not callable
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2021-03-26T02:35:22Z
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actual_task = "mnli" if task == "mnli-mm" else task dataset = load_dataset(path='/home/glue.py', name=actual_task) metric = load_metric(path='/home/glue.py', name=actual_task) --------------------------------------------------------------------------- TypeError Traceback (most recent...
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2,116
Creating custom dataset results in error while calling the map() function
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2021-03-26T00:37:46Z
2021-03-31T14:30:32Z
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calling `map()` of `datasets` library results into an error while defining a Custom dataset. Reproducible example: ``` import datasets class MyDataset(datasets.Dataset): def __init__(self, sentences): "Initialization" self.samples = sentences def __len__(self): "Denotes the ...
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The datasets.map() implementation modifies the datatype of os.environ object
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2021-03-25T20:29:19Z
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In our testing, we noticed that the datasets.map() implementation is modifying the datatype of python os.environ object from '_Environ' to 'dict'. This causes following function calls to fail as follows: ` x = os.environ.get("TEST_ENV_VARIABLE_AFTER_dataset_map", default=None) TypeError: get() takes...
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2,114
Support for legal NLP datasets (EURLEX, ECtHR cases and EU-REG-IR)
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2021-03-25T18:40:17Z
2021-03-31T10:38:50Z
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Add support for two legal NLP datasets: - EURLEX (https://www.aclweb.org/anthology/P19-1636/) - ECtHR cases (https://arxiv.org/abs/2103.13084) - EU-REG-IR (https://arxiv.org/abs/2101.10726)
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Implement Dataset as context manager
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When used as context manager, it would be safely deleted if some exception is raised. This will avoid > During handling of the above exception, another exception occurred:
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2,112
Support for legal NLP datasets (EURLEX and ECtHR cases)
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2021-03-25T16:24:17Z
2021-03-25T18:39:31Z
2021-03-25T18:34:31Z
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Add support for two legal NLP datasets: - EURLEX (https://www.aclweb.org/anthology/P19-1636/) - ECtHR cases (https://arxiv.org/abs/2103.13084)
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2,111
Compute WER metric iteratively
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2021-03-25T16:06:48Z
2021-04-06T07:20:43Z
2021-04-06T07:20:43Z
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Compute WER metric iteratively to avoid MemoryError. Fix #2078.
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2,110
Fix incorrect assertion in builder.py
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2021-03-25T10:39:20Z
2021-04-12T13:33:03Z
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Fix incorrect num_examples comparison assertion in builder.py
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2,109
Add more issue templates and customize issue template chooser
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When opening an issue, it is not evident for the users how to choose a blank issue template. There is a link at the bottom of all the other issue templates (`Don’t see your issue here? Open a blank issue.`), but this is not very visible for users. This is the reason why many users finally chose the `add-dataset` templa...
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2,108
Is there a way to use a GPU only when training an Index in the process of add_faisis_index?
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2021-03-24T21:32:16Z
2021-03-25T06:31:43Z
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Motivation - Some FAISS indexes like IVF consist of the training step that clusters the dataset into a given number of indexes. It would be nice if we can use a GPU to do the training step and covert the index back to CPU as mention in [this faiss example](https://gist.github.com/mdouze/46d6bbbaabca0b9778fca37ed2bcccf6...
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2,107
Metadata validation
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2021-03-24T08:52:41Z
2021-04-26T08:27:14Z
2021-04-26T08:27:13Z
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- `pydantic` metadata schema with dedicated validators against our taxonomy - ci script to validate new changes against this schema and start a vertuous loop - soft validation on tasks ids since we expect the taxonomy to undergo some changes in the near future for reference with the current validation we have ~365...
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2,106
WMT19 Dataset for Kazakh-English is not formatted correctly
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2021-03-23T20:14:47Z
2021-03-25T21:36:20Z
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In addition to the bug of languages being switched from Issue @415, there are incorrect translations in the dataset because the English-Kazakh translations have a one off formatting error. The News Commentary v14 parallel data set for kk-en from http://www.statmt.org/wmt19/translation-task.html has a bug here: > ...
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2,105
Request to remove S2ORC dataset
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2021-03-23T19:43:06Z
2021-08-04T19:18:02Z
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Hi! I was wondering if it's possible to remove [S2ORC](https://huggingface.co/datasets/s2orc) from hosting on Huggingface's platform? Unfortunately, there are some legal considerations about how we make this data available. Happy to add back to Huggingface's platform once we work out those hurdles! Thanks!
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Trouble loading wiki_movies
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2021-03-23T18:59:54Z
2022-03-30T08:22:58Z
2022-03-30T08:22:58Z
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Hello, I am trying to load_dataset("wiki_movies") and it gives me this error - `FileNotFoundError: Couldn't find file locally at wiki_movies/wiki_movies.py, or remotely at https://raw.githubusercontent.com/huggingface/datasets/1.1.2/datasets/wiki_movies/wiki_movies.py or https://s3.amazonaws.com/datasets.huggingfa...
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citation, homepage, and license fields of `dataset_info.json` are duplicated many times
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2021-03-23T17:18:09Z
2021-04-06T14:39:59Z
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This happens after a `map` operation when `num_proc` is set to `>1`. I tested this by cleaning up the json before running the `map` op on the dataset so it's unlikely it's coming from an earlier concatenation. Example result: ``` "citation": "@ONLINE {wikidump,\n author = {Wikimedia Foundation},\n title = {...
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2,102
Move Dataset.to_csv to csv module
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Move the implementation of `Dataset.to_csv` to module `datasets.io.csv`.
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MIAM dataset - new citation details
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2021-03-23T18:08:10Z
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Hi @lhoestq, I have updated the citations to reference an OpenReview preprint.
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Fix deprecated warning message and docstring
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2021-03-23T10:27:52Z
2021-03-24T08:19:41Z
2021-03-23T18:03:49Z
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Fix deprecated warnings: - Use deprecated Sphinx directive in docstring - Fix format of deprecated message - Raise FutureWarning
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load_from_disk takes a long time to load local dataset
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2021-03-23T09:28:37Z
2021-03-23T17:12:16Z
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I have an extremely large tokenized dataset (24M examples) that loads in a few minutes. However, after adding a column similar to `input_ids` (basically a list of integers) and saving the dataset to disk, the load time goes to >1 hour. I've even tried using `np.uint8` after seeing #1985 but it doesn't seem to be helpin...
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SQuAD version
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2021-03-23T07:47:54Z
2021-03-26T09:48:54Z
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Hi~ I want train on squad dataset. What's the version of the squad? Is it 1.1 or 1.0? I'm new in QA, I don't find some descriptions about it.
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fixes issue #1110 by descending further if `obj["_type"]` is a dict
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2021-03-22T21:00:55Z
2021-03-22T21:01:11Z
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Check metrics
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CoNLL 2003 dataset not including German
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2021-03-22T19:23:56Z
2023-07-25T16:49:07Z
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Hello, thanks for all the work on developing and maintaining this amazing platform, which I am enjoying working with! I was wondering if there is a reason why the German CoNLL 2003 dataset is not included in the [repository](https://github.com/huggingface/datasets/tree/master/datasets/conll2003), since a copy of it ...
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Fix: Allows a feature to be named "_type"
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2021-03-21T23:21:57Z
2021-03-25T14:35:54Z
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This PR tries to fix issue #1110. Sorry for taking so long to come back to this. It's a simple fix, but i am not sure if it works for all possible types of `obj`. Let me know what you think @lhoestq
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How to disable making arrow tables in load_dataset ?
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2021-03-21T04:50:07Z
2022-06-01T16:49:52Z
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Is there a way to disable the construction of arrow tables, or to make them on the fly as the dataset is being used ?
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Fix copy snippet in docs
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2021-03-20T15:08:22Z
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With this change the lines starting with `...` in the code blocks can be properly copied to clipboard.
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Add machine translated multilingual STS benchmark dataset
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also see here https://github.com/PhilipMay/stsb-multi-mt
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Add documentaton for dataset README.md files
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2021-03-20T11:44:38Z
2023-07-25T16:45:38Z
2023-07-25T16:45:37Z
CONTRIBUTOR
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Hi, the dataset README files have special headers. Somehow a documenation of the allowed values and tags is missing. Could you add that? Just to give some concrete questions that should be answered imo: - which values can be passted to multilinguality? - what should be passed to language_creators? - which valu...
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change bibtex template to author instead of authors
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2021-03-20T09:23:44Z
2021-03-23T15:40:12Z
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Hi, IMO when using BibTex Author should be used instead of Authors. See here: http://www.bibtex.org/Using/de/ Thanks Philip
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Update metadata if dataset features are modified
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2021-03-20T02:05:23Z
2021-04-09T09:25:33Z
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This PR adds a decorator that updates the dataset metadata if a previously executed transform modifies its features. Fixes #2083
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change user permissions to -rw-r--r--
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Fix for #2065
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Fix max_wait_time in requests
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2021-03-19T11:22:26Z
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it was handled as a min time, not max cc @SBrandeis
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CUAD - Contract Understanding Atticus Dataset
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2021-03-19T09:27:43Z
2021-04-16T08:50:44Z
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CONTRIBUTOR
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## Adding a Dataset - **Name:** CUAD - Contract Understanding Atticus Dataset - **Description:** As one of the only large, specialized NLP benchmarks annotated by experts, CUAD can serve as a challenging research benchmark for the broader NLP community. - **Paper:** https://arxiv.org/abs/2103.06268 - **Data:** http...
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`concatenate_datasets` throws error when changing the order of datasets to concatenate
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2021-03-19T08:29:48Z
2021-04-09T09:25:33Z
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CONTRIBUTOR
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Hey, I played around with the `concatenate_datasets(...)` function: https://huggingface.co/docs/datasets/package_reference/main_classes.html?highlight=concatenate_datasets#datasets.concatenate_datasets and noticed that when the order in which the datasets are concatenated changes an error is thrown where it shou...
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Updated card using information from data statement and datasheet
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I updated and clarified the REFreSD [data card](https://github.com/mcmillanmajora/datasets/blob/refresd_card/datasets/refresd/README.md) with information from the Eleftheria's [website](https://elbria.github.io/post/refresd/). I added brief descriptions where the initial card referred to the paper, and I also recreated...
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Fix docstring issues.
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Multidimensional arrays in a Dataset
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2021-03-18T16:29:14Z
2021-03-25T12:46:53Z
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NONE
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Hi, I'm trying to put together a `datasets.Dataset` to be used with LayoutLM which is available in `transformers`. This model requires as input the bounding boxes of each of the token of a sequence. This is when I realized that `Dataset` does not support multi-dimensional arrays as a value for a column in a row. ...
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2,079
Refactorize Metric.compute signature to force keyword arguments only
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2021-03-18T15:05:50Z
2021-03-23T15:31:44Z
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Minor refactoring of Metric.compute signature to force the use of keyword arguments, by using the single star syntax.
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MemoryError when computing WER metric
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2021-03-18T11:30:05Z
2021-05-01T08:31:49Z
2021-04-06T07:20:43Z
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Hi, I'm trying to follow the ASR example to try Wav2Vec. This is the code that I use for WER calculation: ``` wer = load_metric("wer") print(wer.compute(predictions=result["predicted"], references=result["target"])) ``` However, I receive the following exception: `Traceback (most recent call last): File ...
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2,077
Bump huggingface_hub version
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2021-03-18T10:54:34Z
2021-03-18T11:33:26Z
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`0.0.2 => 0.0.6`
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Issue: Dataset download error
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2021-03-18T06:36:06Z
2021-03-22T11:52:31Z
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The download link in `iwslt2017.py` file does not seem to work anymore. For example, `FileNotFoundError: Couldn't find file at https://wit3.fbk.eu/archive/2017-01-trnted/texts/zh/en/zh-en.tgz` Would be nice if we could modify it script and use the new downloadable link?
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ConnectionError: Couldn't reach common_voice.py
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2021-03-18T01:19:06Z
2021-03-20T10:29:41Z
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When I run: from datasets import load_dataset, load_metric common_voice_train = load_dataset("common_voice", "zh-CN", split="train+validation") common_voice_test = load_dataset("common_voice", "zh-CN", split="test") Got: ConnectionError: Couldn't reach https://raw.githubusercontent.com/huggingface/datasets/ma...
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Fix size categories in YAML Tags
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2021-03-18T00:02:36Z
2021-03-23T17:11:10Z
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This PR fixes several `size_categories` in YAML tags and makes them consistent. Additionally, I have added a few more categories after `1M`, up to `1T`. I would like to add that to the streamlit app also. This PR also adds a couple of infos that I found missing. The code for generating this: ```python for datas...
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Fixes check of TF_AVAILABLE and TORCH_AVAILABLE
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2021-03-17T21:28:53Z
2021-03-18T09:09:25Z
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# What is this PR doing This PR implements the checks if `Tensorflow` and `Pytorch` are available the same way as `transformers` does it. I added the additional checks for the different `Tensorflow` and `torch` versions. #2068
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Fix docstring issues
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Fix docstring issues.
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Multiprocessing is slower than single process
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2021-03-17T16:08:58Z
2021-03-18T09:10:23Z
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```python # benchmark_filter.py import logging import sys import time from datasets import load_dataset, set_caching_enabled if __name__ == "__main__": set_caching_enabled(False) logging.basicConfig(level=logging.DEBUG) bc = load_dataset("bookcorpus") now = time.time() try: ...
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ArrowInvalid issue for squad v2 dataset
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2021-03-17T13:51:49Z
2021-08-04T17:57:16Z
2021-08-04T17:57:16Z
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Hello, I am using the huggingface official question answering example notebook (https://colab.research.google.com/github/huggingface/notebooks/blob/master/examples/question_answering.ipynb). In the prepare_validation_features function, I made some modifications to tokenize a new set of quesions with the original co...
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Add and fix docstring for NamedSplit
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2021-03-17T13:19:28Z
2021-03-18T10:27:40Z
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Add and fix docstring for `NamedSplit`, which was missing.
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PyTorch not available error on SageMaker GPU docker though it is installed
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2021-03-17T10:04:27Z
2021-06-14T04:47:30Z
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I get en error when running data loading using SageMaker SDK ``` File "main.py", line 34, in <module> run_training() File "main.py", line 25, in run_training dm.setup('fit') File "/opt/conda/lib/python3.6/site-packages/pytorch_lightning/core/datamodule.py", line 92, in wrapped_fn return fn(*a...
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Multiprocessing windows error
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2021-03-17T09:12:28Z
2021-08-04T17:59:08Z
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As described here https://huggingface.co/blog/fine-tune-xlsr-wav2vec2 When using the num_proc argument on windows the whole Python environment crashes and hanging in loop. For example at the map_to_array part. An error occures because the cache file already exists and windows throws and error. After this the log c...
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2,066
Fix docstring rendering of Dataset/DatasetDict.from_csv args
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2021-03-17T07:23:10Z
2021-03-17T09:21:21Z
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Fix the docstring rendering of Dataset/DatasetDict.from_csv args.
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Only user permission of saved cache files, not group
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2021-03-17T00:20:22Z
2023-03-31T12:17:06Z
2021-05-10T06:45:29Z
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Hello, It seems when a cached file is saved from calling `dataset.map` for preprocessing, it gets the user permissions and none of the user's group permissions. As we share data files across members of our team, this is causing a bit of an issue as we have to continually reset the permission of the files. Do you kno...
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Fix ted_talks_iwslt version error
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2021-03-16T16:43:45Z
2021-03-16T18:00:08Z
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This PR fixes the bug where the version argument would be passed twice if the dataset configuration was created on the fly. Fixes #2059
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[Common Voice] Adapt dataset script so that no manual data download is actually needed
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2021-03-16T16:33:44Z
2021-03-17T09:42:52Z
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This PR changes the dataset script so that no manual data dir is needed anymore.
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docs: fix missing quotation
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2021-03-16T10:07:54Z
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The json code misses a quote
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Cannot load udpos subsets from xtreme dataset using load_dataset()
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2021-03-16T09:32:13Z
2021-06-18T11:54:11Z
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Hello, I am trying to load the udpos English subset from xtreme dataset, but this faces an error during loading. I am using datasets v1.4.1, pip install. I have tried with other udpos languages which also fail, though loading a different subset altogether (such as XNLI) has no issue. I have also tried on Colab and ...
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Filtering refactor
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2021-03-16T09:23:30Z
2023-09-24T09:52:57Z
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fix https://github.com/huggingface/datasets/issues/2032 benchmarking is somewhat inconclusive, currently running on `book_corpus` with: ```python bc = load_dataset("bookcorpus") now = time.time() bc.filter(lambda x: len(x["text"]) < 64) elapsed = time.time() - now print(elapsed) ``` t...
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832,579,156
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Error while following docs to load the `ted_talks_iwslt` dataset
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2021-03-16T09:12:19Z
2021-03-16T18:00:31Z
2021-03-16T18:00:07Z
NONE
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I am currently trying to load the `ted_talks_iwslt` dataset into google colab. The [docs](https://huggingface.co/datasets/ted_talks_iwslt) mention the following way of doing so. ```python dataset = load_dataset("ted_talks_iwslt", language_pair=("it", "pl"), year="2014") ``` Executing it results in the error ...
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Is it possible to convert a `tfds` to HuggingFace `dataset`?
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2021-03-15T20:18:47Z
2023-07-25T16:47:40Z
2023-07-25T16:47:40Z
CONTRIBUTOR
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I was having some weird bugs with `C4`dataset version of HuggingFace, so I decided to try to download `C4`from `tfds`. I would like to know if it is possible to convert a tfds dataset to HuggingFace dataset format :) I can also open a new issue reporting the bug I'm receiving with `datasets.load_dataset('c4','en')` ...
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update link to ZEST dataset
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2021-03-15T19:22:57Z
2021-03-16T17:06:28Z
2021-03-16T17:06:28Z
CONTRIBUTOR
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Updating the link as the original one is no longer working.
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issue with opus100/en-fr dataset
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2021-03-15T11:32:42Z
2021-03-16T15:49:00Z
2021-03-16T15:48:59Z
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Hi I am running run_mlm.py code of huggingface repo with opus100/fr-en pair, I am getting this error, note that this error occurs for only this pairs and not the other pairs. Any idea why this is occurring? and how I can solve this? Thanks a lot @lhoestq for your help in advance. ` thread '<unnamed>' panicked...
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is there a way to override a dataset object saved with save_to_disk?
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2021-03-15T10:50:53Z
2021-03-22T04:06:17Z
2021-03-22T04:06:17Z
NONE
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At the moment when I use save_to_disk, it uses the arbitrary name for the arrow file. Is there a way to override such an object?
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831,597,665
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2,054
Could not find file for ZEST dataset
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2021-03-15T09:11:58Z
2021-05-03T09:30:24Z
2021-05-03T09:30:24Z
CONTRIBUTOR
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I am trying to use zest dataset from Allen AI using below code in colab, ``` !pip install -q datasets from datasets import load_dataset dataset = load_dataset("zest") ``` I am getting the following error, ``` Using custom data configuration default Downloading and preparing dataset zest/default (download: ...
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Add bAbI QA tasks
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2021-03-14T13:04:39Z
2021-03-29T12:41:48Z
2021-03-29T12:41:48Z
CONTRIBUTOR
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- **Name:** *The (20) QA bAbI tasks* - **Description:** *The (20) QA bAbI tasks are a set of proxy tasks that evaluate reading comprehension via question answering. Our tasks measure understanding in several ways: whether a system is able to answer questions via chaining facts, simple induction, deduction and many mor...
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Timit_asr dataset repeats examples
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2021-03-14T11:43:43Z
2021-03-15T10:37:16Z
2021-03-15T10:37:16Z
NONE
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Summary When loading timit_asr dataset on datasets 1.4+, every row in the dataset is the same Steps to reproduce As an example, on this code there is the text from the training part: Code snippet: ``` from datasets import load_dataset, load_metric timit = load_dataset("timit_asr") timit['train']['text']...
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Add MDD Dataset
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2021-03-14T00:01:05Z
2021-03-19T11:15:44Z
2021-03-19T10:31:59Z
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- **Name:** *MDD Dataset* - **Description:** The Movie Dialog dataset (MDD) is designed to measure how well models can perform at goal and non-goal orientated dialog centered around the topic of movies (question answering, recommendation and discussion), from various movie reviews sources such as MovieLens and OMDb. ...
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Build custom dataset to fine-tune Wav2Vec2
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2021-03-13T22:01:10Z
2021-03-15T09:27:28Z
2021-03-15T09:27:28Z
NONE
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Thank you for your recent tutorial on how to finetune Wav2Vec2 on a custom dataset. The example you gave here (https://huggingface.co/blog/fine-tune-xlsr-wav2vec2) was on the CommonVoice dataset. However, what if I want to load my own dataset? I have a manifest (transcript and their audio files) in a JSON file.
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2,049
Fix text-classification tags
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2021-03-13T19:51:42Z
2021-03-16T15:47:46Z
2021-03-16T15:47:46Z
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There are different tags for text classification right now: `text-classification` and `text_classification`: ![image](https://user-images.githubusercontent.com/29076344/111042457-856bdf00-8463-11eb-93c9-50a30106a1a1.png). This PR fixes it.
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2,048
github is not always available - probably need a back up
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2021-03-13T18:03:32Z
2022-04-01T15:27:10Z
2022-04-01T15:27:10Z
CONTRIBUTOR
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Yesterday morning github wasn't working: ``` :/tmp$ wget https://raw.githubusercontent.com/huggingface/datasets/1.4.1/metrics/sacrebleu/sacrebleu.py--2021-03-12 18:35:59-- https://raw.githubusercontent.com/huggingface/datasets/1.4.1/metrics/sacrebleu/sacrebleu.py Resolving raw.githubusercontent.com (raw.githubuser...
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830,626,430
MDExOlB1bGxSZXF1ZXN0NTkyMTI2NzQ3
2,047
Multilingual dIalogAct benchMark (miam)
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2021-03-12T23:02:55Z
2021-03-23T10:36:34Z
2021-03-19T10:47:13Z
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My collaborators (@EmileChapuis, @PierreColombo) and I within the Affective Computing team at Telecom Paris would like to anonymously publish the miam dataset. It is assocated with a publication currently under review. We will update the dataset with full citations once the review period is over.
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2,046
add_faisis_index gets very slow when doing it interatively
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2021-03-12T20:27:18Z
2021-03-24T22:29:11Z
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As the below code suggests, I want to run add_faisis_index in every nth interaction from the training loop. I have 7.2 million documents. Usually, it takes 2.5 hours (if I run an as a separate process similar to the script given in rag/use_own_knowleldge_dataset.py). Now, this takes usually 5hrs. Is this normal? Any ...
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830,351,527
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2,045
Preserve column ordering in Dataset.rename_column
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2021-03-12T18:26:47Z
2021-03-16T14:48:05Z
2021-03-16T14:35:05Z
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Currently `Dataset.rename_column` doesn't necessarily preserve the order of the columns: ```python >>> from datasets import Dataset >>> d = Dataset.from_dict({'sentences': ["s1", "s2"], 'label': [0, 1]}) >>> d Dataset({ features: ['sentences', 'label'], num_rows: 2 }) >>> d.rename_column('sentences', '...
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830,339,905
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2,044
Add CBT dataset
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2021-03-12T18:04:19Z
2021-03-19T11:10:13Z
2021-03-19T10:29:15Z
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This PR adds the [CBT Dataset](https://arxiv.org/abs/1511.02301). Note that I have also added the `raw` dataset as a separate configuration. I couldn't find a suitable "task" for it in YAML tags. The dummy files have one example each, as the examples are slightly big. For `raw` dataset, I just used top few lines,...
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2,043
Support pickle protocol for dataset splits defined as ReadInstruction
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2021-03-12T16:35:11Z
2021-03-16T14:25:38Z
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Fixes #2022 (+ some style fixes)
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2,042
Fix arrow memory checks issue in tests
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2021-03-12T14:49:52Z
2021-03-12T15:04:23Z
2021-03-12T15:04:22Z
MEMBER
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The tests currently fail on `master` because the arrow memory verification doesn't return the expected memory evolution when loading an arrow table in memory. From my experiments, the tests fail only when the full test suite is ran. This made me think that maybe some arrow objects from other tests were not freeing th...
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Doc2dial update data_infos and data_loaders
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2021-03-12T14:39:29Z
2021-03-16T11:09:20Z
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ValueError: datasets' indices [1] come from memory and datasets' indices [0] come from disk
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2021-03-12T14:27:00Z
2021-08-04T18:00:43Z
2021-08-04T18:00:43Z
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Hi there, I am trying to concat two datasets that I've previously saved to disk via `save_to_disk()` like so (note that both are saved as `DataDict`, `PATH_DATA_CLS_*` are `Path`-objects): ```python concatenate_datasets([load_from_disk(PATH_DATA_CLS_A)['train'], load_from_disk(PATH_DATA_CLS_B)['train']]) ``` Yie...
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Doc2dial rc
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2021-03-12T11:56:28Z
2021-03-12T15:32:36Z
2021-03-12T15:32:36Z
CONTRIBUTOR
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Added fix to handle the last turn that is a user turn.
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https://api.github.com/repos/huggingface/datasets/issues/2038
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830,036,875
MDU6SXNzdWU4MzAwMzY4NzU=
2,038
outdated dataset_infos.json might fail verifications
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2021-03-12T11:41:54Z
2021-03-16T16:27:40Z
2021-03-16T16:27:40Z
CONTRIBUTOR
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The [doc2dial/dataset_infos.json](https://github.com/huggingface/datasets/blob/master/datasets/doc2dial/dataset_infos.json) is outdated. It would fail data_loader when verifying download checksum etc.. Could you please update this file or point me how to update this file? Thank you.
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MDExOlB1bGxSZXF1ZXN0NTkxNTA4MTQz
2,037
Fix: Wikipedia - save memory by replacing root.clear with elem.clear
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2021-03-12T09:22:00Z
2021-03-23T06:08:16Z
2021-03-16T11:01:22Z
CONTRIBUTOR
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see: https://github.com/huggingface/datasets/issues/2031 What I did: - replace root.clear with elem.clear - remove lines to get root element - $ make style - $ make test - some tests required some pip packages, I installed them. test results on origin/master and my branch are same. I think it's not related...
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Cannot load wikitext
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2021-03-12T09:09:39Z
2021-03-15T08:45:02Z
2021-03-15T08:44:44Z
NONE
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when I execute these codes ``` >>> from datasets import load_dataset >>> test_dataset = load_dataset("wikitext") ``` I got an error,any help? ``` Traceback (most recent call last): File "<stdin>", line 1, in <module> File "/home/xxx/anaconda3/envs/transformer/lib/python3.7/site-packages/datasets/load.p...
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829,475,544
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wiki40b/wikipedia for almost all languages cannot be downloaded
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2021-03-11T19:54:54Z
2024-03-15T16:09:49Z
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NONE
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Hi I am trying to download the data as below: ``` from datasets import load_dataset dataset = load_dataset("wiki40b", "cs") print(dataset) ``` I am getting this error. @lhoestq I will be grateful if you could assist me with this error. For almost all languages except english I am getting this error. I rea...
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829,381,388
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2,034
Fix typo
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2021-03-11T17:46:13Z
2021-03-11T18:06:25Z
2021-03-11T18:06:25Z
CONTRIBUTOR
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Change `ENV_XDG_CACHE_HOME ` to `XDG_CACHE_HOME `
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829,295,339
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2,033
Raise an error for outdated sacrebleu versions
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2021-03-11T16:08:00Z
2021-03-11T17:58:12Z
2021-03-11T17:58:12Z
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The `sacrebleu` metric seem to only work for sacrecleu>=1.4.12 For example using sacrebleu==1.2.10, an error is raised (from metric/sacrebleu/sacrebleu.py): ```python def _compute( self, predictions, references, smooth_method="exp", smooth_value=None, force...
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2,032
Use Arrow filtering instead of writing a new arrow file for Dataset.filter
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2021-03-11T15:18:50Z
2024-01-19T13:26:32Z
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MEMBER
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Currently the filter method reads the dataset batch by batch to write a new, filtered, arrow file on disk. Therefore all the reading + writing can take some time. Using a mask directly on the arrow table doesn't do any read or write operation therefore it's significantly quicker. I think there are two cases: - i...
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2,031
wikipedia.py generator that extracts XML doesn't release memory
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2021-03-11T12:51:24Z
2021-03-22T08:33:52Z
2021-03-22T08:33:52Z
CONTRIBUTOR
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I tried downloading Japanese wikipedia, but it always failed because of out of memory maybe. I found that the generator function that extracts XML data in wikipedia.py doesn't release memory in the loop. https://github.com/huggingface/datasets/blob/13a5b7db992ad5cf77895e4c0f76595314390418/datasets/wikipedia/wikip...
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