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https://api.github.com/repos/huggingface/datasets/issues/4206
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1,212,715,581
PR_kwDODunzps42pJQW
4,206
Add Nerval Metric
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This PR adds readme.md and ner_val.py to metrics. Nerval is a python package that helps evaluate NER models. It creates classification report and confusion matrix at entity level.
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PR_kwDODunzps42oVFE
4,205
Fix `convert_file_size_to_int` for kilobits and megabits
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4205). All of your documentation changes will be reflected on that endpoint." ]
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Minor change to fully align this function with the recent change in Transformers (https://github.com/huggingface/transformers/pull/16891)
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PR_kwDODunzps42oN0j
4,204
Add Recall Metric Card
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4204). All of your documentation changes will be reflected on that endpoint." ]
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What this PR mainly does: - add metric card for recall metric - update docs in recall python file Note: I've also included a .json file with all of the metric card information. I've started compiling the relevant information in this type of .json files, and then using a script I wrote to generate the formatted met...
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4,203
Add Precision Metric Card
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What this PR mainly does: - add metric card for precision metric - update docs in precision python file Note: I've also included a .json file with all of the metric card information. I've started compiling the relevant information in this type of .json files, and then using a script I wrote to generate the formatt...
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PR_kwDODunzps42n278
4,202
Fix some type annotation in doc
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4,201
Update GH template for dataset viewer issues
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Update template to use new issue forms instead. With this PR we can check if this new feature is useful for us. Once validated, we can update the other templates. CC: @severo
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4,200
Add to docs how to load from local script
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This option was missing from the docs guide (it was only explained in the docstring of `load_dataset`). Although this is an infrequent use case, there might be some users interested in it. Related to #4192 CC: @stevhliu
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4,199
Cache miss during reload for datasets using image fetch utilities through map
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[ "Hi ! Maybe one of the objects in the function is not deterministic across sessions ? You can read more about it and how to investigate here: https://huggingface.co/docs/datasets/about_cache", "Hi @apsdehal! Can you verify that replacing\r\n```python\r\ndef fetch_single_image(image_url, timeout=None, retries=0):\...
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## Describe the bug It looks like that result of `.map` operation dataset are missing the cache when you reload the script and always run from scratch. In same interpretor session, they are able to find the cache and reload it. But, when you exit the interpretor and reload it, the downloading starts from scratch. ...
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4,198
There is no dataset
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## Dataset viewer issue for '*name of the dataset*' **Link:** *link to the dataset viewer page* *short description of the issue* Am I the one who added this dataset ? Yes-No
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PR_kwDODunzps42kyXD
4,197
Add remove_columns=True
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Any reason why we can't just do `[inputs.copy()]` in this line for in-place operations to not have effects anymore:\r\nhttps://github.com/huggingface/datasets/blob/bf432011ff9155a5bc16c03956bc63e514baf80d/src/datasets/arrow_dataset.p...
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This should fix all the issue we have with in place operations in mapping functions. This is crucial as where we do some weird things like: ``` def apply(batch): batch_size = len(batch["id"]) batch["text"] = ["potato" for _ range(batch_size)] return {} # Columns are: {"id": int} dset.map(apply, bat...
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4,196
Embed image and audio files in `save_to_disk`
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Following https://github.com/huggingface/datasets/pull/4184, currently a dataset saved using `save_to_disk` doesn't actually contain the bytes of the image or audio files. Instead it stores the path to your local files. Adding `embed_external_files` and set it to True by default to save_to_disk would be kind of a b...
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Support lists of multi-dimensional numpy arrays
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4194). All of your documentation changes will be reflected on that endpoint." ]
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Fix #4191. CC: @SaulLu
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Document save_to_disk and push_to_hub on images and audio files
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Good catch, I updated the docstrings" ]
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Following https://github.com/huggingface/datasets/pull/4187, I explained in the documentation of `save_to_disk` and `push_to_hub` how they handle image and audio data.
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load_dataset can't load local dataset,Unable to find ...
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[ "Hi! :)\r\n\r\nI believe that should work unless `dataset_infos.json` isn't actually a dataset. For Hugging Face datasets, there is usually a file named `dataset_infos.json` which contains metadata about the dataset (eg. the dataset citation, license, description, etc). Can you double-check that `dataset_infos.json...
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Traceback (most recent call last): File "/home/gs603/ahf/pretrained/model.py", line 48, in <module> dataset = load_dataset("json",data_files="dataset/dataset_infos.json") File "/home/gs603/miniconda3/envs/coderepair/lib/python3.7/site-packages/datasets/load.py", line 1675, in load_dataset **config_kwa...
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feat: create an `Array3D` column from a list of arrays of dimension 2
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[ "Hi @SaulLu, thanks for your proposal.\r\n\r\nJust I got a bit confused about the dimensions...\r\n- For the 2D case, you mention it is possible to create an `Array2D` from a list of arrays of dimension 1\r\n- However, you give an example of creating an `Array2D` from arrays of dimension 2:\r\n - the values of `da...
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**Is your feature request related to a problem? Please describe.** It is possible to create an `Array2D` column from a list of arrays of dimension 1. Similarly, I think it might be nice to be able to create a `Array3D` column from a list of lists of arrays of dimension 1. To illustrate my proposal, let's take the...
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Deprecate `shard_size` in `push_to_hub` in favor of `max_shard_size`
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This PR adds a `max_shard_size` param to `push_to_hub` and deprecates `shard_size` in favor of this new param to have a more descriptive name (a shard has at most the `shard_size` bytes in `push_to_hub`) for the param and to align the API with [Transformers](https://github.com/huggingface/transformers/blob/ff06b1779173...
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Document how to use FAISS index for special operations
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4189). All of your documentation changes will be reflected on that endpoint." ]
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Document how to use FAISS index for special operations, by accessing the index itself. Close #4029.
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Support streaming cnn_dailymail dataset
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Support streaming cnn_dailymail dataset. Fix #3969. CC: @severo
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Don't duplicate data when encoding audio or image
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[ "_The documentation is not available anymore as the PR was closed or merged._", "I'm not familiar with the concept of streaming vs non-streaming in HF datasets. I just wonder that you have the distinction here. Why doesn't it work to always make use of `bytes`? \"using a local file - which is often required for a...
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Right now if you pass both the `bytes` and a local `path` for audio or image data, then the `bytes` are unnecessarily written in the Arrow file, while we could just keep the local `path`. This PR discards the `bytes` when the audio or image file exists locally. In particular it's common for audio datasets builder...
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Fix outdated docstring about default dataset config
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Librispeech documentation, clarification on format
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[ "(@patrickvonplaten )", "Also cc @lhoestq here", "The documentation in the code is definitely outdated - thanks for letting me know, I'll remove it in https://github.com/huggingface/datasets/pull/4184 .\r\n\r\nYou're exactly right `audio` `array` already decodes the audio file to the correct waveform. This is d...
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https://github.com/huggingface/datasets/blob/cd3ce34ab1604118351e1978d26402de57188901/datasets/librispeech_asr/librispeech_asr.py#L53 > Note that in order to limit the required storage for preparing this dataset, the audio > is stored in the .flac format and is not converted to a float32 array. To convert, the audi...
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[Librispeech] Add 'all' config
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Add `"all"` config to Librispeech
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4,183
Document librispeech configs
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[ "I think the main purpose of #4179 was how to be able to load both configs into one, so should we maybe add this part of the code: https://github.com/huggingface/datasets/issues/4179#issuecomment-1102383717 \r\n\r\nto the doc? \r\n\r\nActually @lhoestq would this work given that they have different split names: htt...
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Added an example of how to load one config or the other
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Zenodo.org download is not responding
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[ "[Off topic but related: Is the uptime of S3 provably better than Zenodo's?]", "Hi @dkajtoch, please note that at HuggingFace we are not hosting this dataset: we are just using a script to download their data file and create a dataset from it.\r\n\r\nIt was the dataset owners decision to host their data at Zenodo...
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## Describe the bug Source download_url from zenodo.org does not respond. `_DOWNLOAD_URL = "https://zenodo.org/record/2787612/files/SICK.zip?download=1"` Other datasets also use zenodo.org to store data and they cannot be downloaded as well. It would be better to actually use more reliable way to store original ...
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FLEURS
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[ "Yes, you just have to use `dl_manager.iter_archive` instead of `dl_manager.download_and_extract`.\r\n\r\nThat's because `download_and_extract` doesn't support TAR archives in streaming mode." ]
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## Dataset viewer issue for '*name of the dataset*' https://huggingface.co/datasets/google/fleurs ``` Status code: 400 Exception: NotImplementedError Message: Extraction protocol for TAR archives like 'https://storage.googleapis.com/xtreme_translations/FLEURS/af_za.tar.gz' is not implemented in str...
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Add some iteration method on a dataset column (specific for inference)
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[ "Thanks for the suggestion ! I agree it would be nice to have something directly in `datasets` to do something as simple as that\r\n\r\ncc @albertvillanova @mariosasko @polinaeterna What do you think if we have something similar to pandas `Series` that wouldn't bring everything in memory when doing `dataset[\"audio...
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**Is your feature request related to a problem? Please describe.** A clear and concise description of what the problem is. Currently, `dataset["audio"]` will load EVERY element in the dataset in RAM, which can be quite big for an audio dataset. Having an iterator (or sequence) type of object, would make inference ...
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Dataset librispeech_asr fails to load
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[ "@patrickvonplaten Hi! I saw that you prepared this? :)", "Another thing, but maybe this should be a separate issue: As I see from the code, it would try to use up to 16 simultaneous downloads? This is problematic for Librispeech or anything on OpenSLR. On [the homepage](https://www.openslr.org/), it says:\r\n\r\...
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## Describe the bug The dataset librispeech_asr (standard Librispeech) fails to load. ## Steps to reproduce the bug ```python datasets.load_dataset("librispeech_asr") ``` ## Expected results It should download and prepare the whole dataset (all subsets). In [the doc](https://huggingface.co/datasets/libris...
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[feat] Add ImageNet dataset
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4178). All of your documentation changes will be reflected on that endpoint.", "Thanks for the comments. I believe I have addressed all of them and also decreased the size of the dummy data file, so it should be ready for a re-...
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To use the dataset download the tar file [imagenet_object_localization_patched2019.tar.gz](https://www.kaggle.com/competitions/imagenet-object-localization-challenge/data?select=imagenet_object_localization_patched2019.tar.gz) from Kaggle and then point the datasets library to it by using: ```py from datasets impo...
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Adding missing subsets to the `SemEval-2018 Task 1` dataset
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This dataset for the [1st task of SemEval-2018](https://competitions.codalab.org/competitions/17751) competition was missing all subtasks except for subtask 5. I added another subtask (subtask 2), which is comprised of 12 additional data subsets: for each language in En, Es, Ar, there are 4 datasets, broken down by emo...
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Very slow between two operations
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Hello, in the processing stage, I use two operations. The first one : map + filter, is very fast and it uses the full cores, while the socond step is very slow and did not use full cores. Also, there is a significant lag between them. Am I missing something ? ``` raw_datasets = raw_datasets.map(split_func...
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Add WIT Dataset
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4175). All of your documentation changes will be reflected on that endpoint.", "Hi! Coming in late with some context.\r\n\r\nThere are two versions of the WIT dataset:\r\n1. The original source dataset managed by Wikimedia. It ...
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closes #2981 #2810 @nateraw @hassiahk I've listed you guys as co-author as you've contributed previously to this dataset
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Fix when map function modifies input in-place
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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When `function` modifies input in-place, the guarantee that columns in `remove_columns` are contained in `input` doesn't hold true anymore. Therefore we need to relax way we pop elements by checking if that column exists.
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Stream private zipped images
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4173). All of your documentation changes will be reflected on that endpoint.", "oops looks like some tests are failing sorry, will fix them tomorrow\r\n\r\nEDIT: not today but asap hopefully" ]
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As mentioned in https://github.com/huggingface/datasets/issues/4139 it's currently not possible to stream private/gated zipped images from the Hub. This is because `Image.decode_example` does not handle authentication. Indeed decoding requires to access and download the file from the private repository. In this P...
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4,172
Update assin2 dataset_infos.json
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Following comments in https://github.com/huggingface/datasets/issues/4003 we found that it was outdated and casing an error when loading the dataset
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to_tf_dataset rewrite
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4170). All of your documentation changes will be reflected on that endpoint.", "[Magic is now banned](https://www.youtube.com/watch?v=WIn58XoY728#t=36s) by decree of @sgugger. This is honestly much cleaner, and the functionalit...
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This PR rewrites almost all of `to_tf_dataset()`, which makes it kind of hard to list all the changes, but the most critical ones are: - Much better stability and no more dropping unexpected column names (Sorry @NielsRogge) - Doesn't clobber custom transforms on the data (Sorry @NielsRogge again) - Much better han...
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Timit_asr dataset cannot be previewed recently
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[ "Thanks for reporting. The bug has already been detected, and we hope to fix it soon.", "TIMIT is now a dataset that requires manual download, see #4145 \r\n\r\nTherefore it might take a bit more time to fix it", "> TIMIT is now a dataset that requires manual download, see #4145\r\n> \r\n> Therefore it might ta...
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## Dataset viewer issue for '*timit_asr*' **Link:** *https://huggingface.co/datasets/timit_asr* Issue: The timit-asr dataset cannot be previewed recently. Am I the one who added this dataset ? Yes-No No
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Add code examples to API docs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4168). All of your documentation changes will be reflected on that endpoint.", "> Do you think it is clearer to make every code example fully reproducible so when users copy the code they can actually run it and get an output? ...
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This PR adds code examples for functions related to the base Datasets class to highlight usage. Most of the examples use the `rotten_tomatoes` dataset since it is nice and small. Several things I would appreciate feedback on: - Do you think it is clearer to make every code example fully reproducible so when users co...
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Avoid rate limit in update hub repositories
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[ "I also set GIT_LFS_SKIP_SMUDGE=1 to speed up git clones", "_The documentation is not available anymore as the PR was closed or merged._" ]
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use http.extraHeader to avoid rate limit
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Fix exact match
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Clarify docs and add clarifying example to the exact_match metric
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Fix google bleu typos, examples
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Fix duplicate key in multi_news
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To merge after this job succeeded: https://github.com/huggingface/datasets/runs/6012207928
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Optional Content Warning for Datasets
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**Is your feature request related to a problem? Please describe.** A clear and concise description of what the problem is. We now have hate speech datasets on the hub, like this one: https://huggingface.co/datasets/HannahRoseKirk/HatemojiBuild I'm wondering if there is an option to select a content warning messa...
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4,162
Add Conceptual 12M
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Looks like your dummy_data.zip file is not in the right location ;)\r\ndatasets/datasets/conceptual_12m/dummy/default/0.0.0/dummy_data.zip\r\n->\r\ndatasets/conceptual_12m/dummy/default/0.0.0/dummy_data.zip" ]
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