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https://api.github.com/repos/huggingface/datasets/issues/3579
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1,103,451,118
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3,579
Add Text2log Dataset
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Adding the text2log dataset used for training FOL sentence translating models
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3,578
label information get lost after parquet serialization
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## Describe the bug In *dataset_info.json* file, information about the label get lost after the dataset serialization. ## Steps to reproduce the bug ```python from datasets import load_dataset # normal save dataset = load_dataset('glue', 'sst2', split='train') dataset.save_to_disk("normal_save") # save ...
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1,102,598,241
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3,577
Add The Mexican Emotional Speech Database (MESD)
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## Adding a Dataset - **Name:** *The Mexican Emotional Speech Database (MESD)* - **Description:** *Contains 864 voice recordings with six different prosodies: anger, disgust, fear, happiness, neutral, and sadness. Furthermore, three voice categories are included: female adult, male adult, and child. * - **Paper:** *...
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Add PASS dataset
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This PR adds the PASS dataset. Closes #3043
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Add Arrow type casting to struct for Image and Audio + Support nested casting
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[ "Regarding the tests I'm just missing the FixedSizeListType type casting for ListArray objects, will to it tomorrow as well as adding new tests + docstrings\r\n\r\nand also adding soundfile in the CI", "While writing some tests I noticed that the ExtensionArray can't be directly concatenated - maybe we can get ri...
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## Intro 1. Currently, it's not possible to have nested features containing Audio or Image. 2. Moreover one can keep an Arrow array as a StringArray to store paths to images, but such arrays can't be directly concatenated to another image array if it's stored an another Arrow type (typically, a StructType). 3...
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Fix qa4mre tags
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The YAML tags were invalid. I also fixed the dataset mirroring logging that failed because of this issue [here](https://github.com/huggingface/datasets/actions/runs/1690109581)
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Add Mauve metric
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Add support for the [Mauve](https://github.com/krishnap25/mauve) metric introduced in this [paper](https://arxiv.org/pdf/2102.01454.pdf) (Neurips, 2021).
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ConnectionError: Couldn't reach https://storage.googleapis.com/ai4bharat-public-indic-nlp-corpora/evaluations/wikiann-ner.tar.gz (error 403)
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## Adding a Dataset - **Name:**IndicGLUE** - **Description:** *natural language understanding benchmark for Indian languages* - **Paper:** *(https://indicnlp.ai4bharat.org/home/)* - **Data:** *https://huggingface.co/datasets/indic_glue#data-fields* - **Motivation:** *I am trying to train my model on Indian languag...
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3,571
Add missing tasks to MuchoCine dataset
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Addresses the 2nd bullet point in #2520. I'm also removing the licensing information, because I couldn't verify that it is correct.
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Add the KMWP dataset (extension of #3564)
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New pull request of #3564 (Add the KMWP dataset)
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Add the DKTC dataset (Extension of #3564)
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[ "I reflect your comment! @lhoestq ", "Wait, the format of the data just changed, so I'll take it into consideration and commit it.", "I update the code according to the dataset structure change." ]
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New pull request of #3564. (for DKTC)
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Downloading Hugging Face Medical Dialog Dataset NonMatchingSplitsSizesError
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I wanted to download the Nedical Dialog Dataset from huggingface, using this github link: https://github.com/huggingface/datasets/tree/master/datasets/medical_dialog After downloading the raw datasets from google drive, i unpacked everything and put it in the same folder as the medical_dialog.py which is: ``` ...
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Fix push to hub to allow individual split push
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# Description of the issue If one decides to push a split on a datasets repo, he uploads the dataset and overrides the config. However previous config splits end up being lost despite still having the dataset necessary. The new flow is the following: - query the old config from the repo - update into a new co...
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Add initial electricity time series dataset
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Here is an initial prototype time series dataset
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Add parameter `preserve_index` to `from_pandas`
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[ "> \r\n\r\nI did `make style` and it affected over 500 files\r\n\r\n```\r\nAll done! ✨ 🍰 ✨\r\n575 files reformatted, 372 files left unchanged.\r\nisort tests src benchmarks datasets/**/*.py metri\r\n```\r\n\r\n(result)\r\n![image](https://user-images.githubusercontent.com/20703486/149166681-2f9d1bc4-116a-4f53-ad42...
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Added optional parameter, so that user can get rid of useless index preserving. [Issue](https://github.com/huggingface/datasets/issues/3563)
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Add the KMWP & DKTC dataset.
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[ "I reflect your review. cc. @lhoestq ", "Ah sorry, I missed KMWP comment, wait.", "I request 2 new pull requests. #3569 #3570" ]
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Add the DKTC dataset. - https://github.com/tunib-ai/DKTC
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Dataset.from_pandas preserves useless index
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[ "Hi! That makes sense. Sure, feel free to open a PR! Just a small suggestion: let's make `preserve_index` a parameter of `Dataset.from_pandas` (which we then pass to `InMemoryTable.from_pandas`) with `None` as a default value to not have this as a breaking change. " ]
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## Describe the bug Let's say that you want to create a Dataset object from pandas dataframe. Most likely you will write something like this: ``` import pandas as pd from datasets import Dataset df = pd.read_csv('some_dataset.csv') # Some DataFrame preprocessing code... dataset = Dataset.from_pandas(df) `...
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Allow multiple task templates of the same type
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Add support for multiple task templates of the same type. Fixes (partially) #2520. CC: @lewtun
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Cannot load ‘bookcorpusopen’
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[ "The host of this copy of the dataset (https://the-eye.eu) is down and has been down for a good amount of time ([potentially months](https://www.reddit.com/r/Roms/comments/q82s15/theeye_downdied/))\r\n\r\nFinding this dataset is a little esoteric, as the original authors took down the official BookCorpus dataset so...
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## Describe the bug Cannot load 'bookcorpusopen' ## Steps to reproduce the bug ```python dataset = load_dataset('bookcorpusopen') ``` or ```python dataset = load_dataset('bookcorpusopen',script_version='master') ``` ## Actual results ConnectionError: Couldn't reach https://the-eye.eu/public/AI/pile_pre...
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Run pyupgrade for Python 3.6+
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[ "Hi ! Thanks for the change :)\r\nCould it be possible to only run it for the code in `src/` ? We try to not change the code in the `datasets/` directory too often since it refreshes the users cache when they upgrade `datasets`.", "> Hi ! Thanks for the change :)\r\n> Could it be possible to only run it for the c...
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Run the command: ```bash pyupgrade $(find . -name "*.py" -type f) --py36-plus ``` Which mainly avoids unnecessary lists creations and also removes unnecessary code for Python 3.6+. It was originally part of #3489. Tip for reviewing faster: use the CLI (`git diff`) and scroll.
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Fix `DuplicatedKeysError` and improve card in `tweet_qa`
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Fix #3555
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Integrate Milvus (pymilvus) library
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Milvus is a popular open-source vector database. We should add a new vector index to support this project.
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Fix bug in `ImageClassifcation` task template
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[ "The CI failures are unrelated to the changes in this PR.", "> The CI failures are unrelated to the changes in this PR.\r\n\r\nIt seems that some of the failures are due to the tests on the dataset cards (e.g. CIFAR, MNIST, FASHION_MNIST). Perhaps it's worth addressing those in this PR to avoid confusing downstre...
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Fixes a bug in the `ImageClassification` task template which requires specifying class labels twice in dataset scripts. Additionally, this PR refactors the API around the classification task templates for cleaner `labels` handling. CC: @lewtun @nateraw
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Preserve encoding/decoding with features in `Iterable.map` call
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As described in https://github.com/huggingface/datasets/issues/3505#issuecomment-1004755657, this PR uses a generator expression to encode/decode examples with `features` (which are set to None in `map`) before applying a map transform. Fix #3505
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3,555
DuplicatedKeysError when loading tweet_qa dataset
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[ "Hi, we've just merged the PR with the fix. The fixed version of the dataset can be downloaded as follows:\r\n```python\r\nimport datasets\r\ndset = datasets.load_dataset(\"tweet_qa\", revision=\"master\")\r\n```" ]
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When loading the tweet_qa dataset with `load_dataset('tweet_qa')`, the following error occurs: `DuplicatedKeysError: FAILURE TO GENERATE DATASET ! Found duplicate Key: 2a167f9e016ba338e1813fed275a6a1e Keys should be unique and deterministic in nature ` Might be related to issues #2433 and #2333 - `datasets` ...
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ImportError: cannot import name 'is_valid_waiter_error'
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Based on [SO post](https://stackoverflow.com/q/70606147/17840900). I'm following along to this [Notebook][1], cell "**Loading the dataset**". Kernel: `conda_pytorch_p36`. I run: ``` ! pip install datasets transformers optimum[intel] ``` Output: ``` Requirement already satisfied: datasets in /home/ec2-u...
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set_format("np") no longer works for Image data
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[ "A quick fix for now is doing this:\r\n\r\n```python\r\nX_train = np.stack(dataset[\"train\"][\"image\"])[..., None]", "This error also propagates to jax and is even trickier to fix, since `.with_format(type='jax')` will use numpy conversion internally (and fail). For a three line failure:\r\n\r\n```python\r\ndat...
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## Describe the bug `dataset.set_format("np")` no longer works for image data, previously you could load the MNIST like this: ```python dataset = load_dataset("mnist") dataset.set_format("np") X_train = dataset["train"]["image"][..., None] # <== No longer a numpy array ``` but now it doesn't work, `set_format(...
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Add the KMWP & DKTC dataset.
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Add the KMWP & DKTC dataset. Additional notes: - Both datasets will be released on January 10 through the GitHub link below. - https://github.com/tunib-ai/DKTC - https://github.com/tunib-ai/KMWP - So it doesn't work as a link at the moment, but the code will work soon (after it is released on January 10).
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Add more compression types for `to_json`
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[ "@lhoestq, I looked into how to compress with `zipfile` for which few methods exist, let me know which one looks good:\r\n1. create the file in normal `wb` mode and then zip it separately\r\n2. use `ZipFile.write_str` to write file into the archive. For this we'll need to change how we're writing files from `_write...
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This PR adds `bz2`, `xz`, and `zip` (WIP) for `to_json`. I also plan to add `infer` like how `pandas` does it
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Bug in `openbookqa` dataset
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## Describe the bug Dataset entries contains a typo. ## Steps to reproduce the bug ```python >>> from datasets import load_dataset >>> obqa = load_dataset('openbookqa', 'main') >>> obqa['train'][0] ``` ## Expected results ```python {'id': '7-980', 'question_stem': 'The sun is responsible for', 'choices'...
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Fix sem_eval_2018_task_1 download location
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This changes the download location of sem_eval_2018_task_1 files to include the test set labels as discussed in https://github.com/huggingface/datasets/issues/2745#issuecomment-954588500_ with @lhoestq.
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Specify the feature types of a dataset on the Hub without needing a dataset script
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**Is your feature request related to a problem? Please describe.** Currently if I upload a CSV with paths to audio files, the column type is string instead of Audio. **Describe the solution you'd like** I'd like to be able to specify the types of the column, so that when loading the dataset I directly get the feat...
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Datasets created with `push_to_hub` can't be accessed in offline mode
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[ "Thanks for reporting. I think this can be fixed by improving the `CachedDatasetModuleFactory` and making it look into the `parquet` cache directory (datasets from push_to_hub are loaded with the parquet dataset builder). I'll look into it" ]
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## Describe the bug In offline mode, one can still access previously-cached datasets. This fails with datasets created with `push_to_hub`. ## Steps to reproduce the bug in Python: ``` import datasets mpwiki = datasets.load_dataset("teven/matched_passages_wikidata") ``` in bash: ``` export HF_DATASETS_OFFLIN...
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Remove print statements in datasets
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[ "The CI failures are unrelated to the changes." ]
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This is a second time I'm removing print statements in our datasets, so I've added a test to avoid these issues in the future.
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fix: 🐛 pass token when retrieving the split names
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[ "Currently, it does not work with https://huggingface.co/datasets/mozilla-foundation/common_voice_7_0/blob/main/common_voice_7_0.py#L146 (which was the goal), because `dl_manager.download_config.use_auth_token` is ignored, and the authentication is required to be use `huggingface-cli login`.\r\nIn my use case (data...
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Ability to split a dataset in multiple files.
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Hello, **Is your feature request related to a problem? Please describe.** My use case is that I have one writer that adds columns and multiple workers reading the same `Dataset`. Each worker should have access to columns added by the writer when they reload the dataset. I understand that we shouldn't overwrite...
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Allow loading community metrics from the hub, just like datasets
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[ "Hi ! Thanks for your message :) This is a great idea indeed. We haven't started working on this yet though. For now I guess you can host your metric on the Hub (either with your model or your dataset) and use `hf_hub_download` to download it (docs [here](https://github.com/huggingface/huggingface_hub/blob/main/doc...
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**Is your feature request related to a problem? Please describe.** Currently, I can load a metric implemented by me by providing the local path to the file in `load_metric`. However, there is no option to do it with the metric uploaded to the hub. This means that if I want to allow other users to use it, they must d...
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Update the CC-100 dataset card
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* summary from the dataset homepage * more details about the data structure * this dataset does not contain annotations
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Support 7-zip compressed data files
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**Is your feature request related to a problem? Please describe.** We should support 7-zip compressed data files: - in `extract` - in `iter_archive` both in streaming and non-streaming modes.
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How to convert torch.utils.data.Dataset to datasets.arrow_dataset.Dataset?
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Hi, I use torch.utils.data.Dataset to define my own data, but I need to use the 'map' function of datasets.arrow_dataset.Dataset later, so I hope to convert torch.utils.data.Dataset to datasets.arrow_dataset.Dataset. Here is an example. ``` from torch.utils.data import Dataset from datasets.arrow_dataset import ...
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Research wording for nc licenses
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[ "The CI failure is about some missing tags or sections in the dataset cards, and is unrelated to the part about non commercial use of this PR. Merging" ]
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Readme usage update
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Noticing that the recent commit throws a lot of errors in the automatic checks. It looks to me that those errors are simply errors that were already there (metadata issues), unrelated to what I've just changed, but worth another look to make sure.
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added PII statements and license links to data cards
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Updates for the following datacards: multilingual_librispeech openslr speech commands superb timit_asr vctk
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update `pretty_name` for all datasets
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[ "Pushed the lastest changes!" ]
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This PR updates `pretty_name` for all datasets. Previous PR #3498 had done this for only first 200 datasets
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Add SVHN dataset
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Add the SVHN dataset. Additional notes: * compared to the TFDS implementation, exposes additional the "full numbers" config * adds the streaming support for `os.path.splitext` and `scipy.io.loadmat` * adds `h5py` to the requirements list for the dummy data test
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Update wiki_dpr README.md
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Some infos of wiki_dpr were missing as noted in https://github.com/huggingface/datasets/issues/3510, I added them and updated the tags and the examples
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https://api.github.com/repos/huggingface/datasets/issues/3534/timeline
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