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4,275
CommonSenseQA has missing and inconsistent field names
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2022-05-04T05:38:59Z
2022-05-04T11:41:18Z
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CONTRIBUTOR
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## Describe the bug In short, CommonSenseQA implementation is inconsistent with the original dataset. More precisely, we need to: 1. Add the dataset matching "id" field. The current dataset, instead, regenerates monotonically increasing id. 2. The [“question”][“stem”] field is flattened into "question". We sh...
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Add API code examples for IterableDataset
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This PR adds API code examples for `IterableDataset` and `IterableDatasetDicts`.
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leadboard info added for TNE
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This PR fixes #4271.
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4,271
A typo in docs of datasets.disable_progress_bar
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2022-05-03T17:44:56Z
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## Describe the bug in the docs of V2.1.0 datasets.disable_progress_bar, we should replace "enable" with "disable".
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Fix style in openbookqa dataset
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CI in PR: - #4259 was green, but after merging it to master, a code quality error appeared.
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Update metadata of big_patent dataset with: - license - point of contact
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error downloading bigscience-catalogue-lm-data/lm_en_wiktionary_filtered
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2022-05-02T20:34:25Z
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## Describe the bug Error generated when attempting to download dataset ## Steps to reproduce the bug ```python from datasets import load_dataset dataset = load_dataset("bigscience-catalogue-lm-data/lm_en_wiktionary_filtered") ``` ## Expected results A clear and concise description of the expected results...
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Replace data URL with one in the same repository.
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Add HF Speech Bench to Librispeech Dataset Card
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2022-05-02T16:59:31Z
2022-05-05T08:47:20Z
2022-05-05T08:40:09Z
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Adds the HF Speech Bench to Librispeech Dataset Card in place of the Papers With Code Leaderboard. Should improve usage and visibility of this leaderboard! Wondering whether this can also be done for [Common Voice 7](https://huggingface.co/datasets/mozilla-foundation/common_voice_7_0) and [8](https://huggingface.co/dat...
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Rename imagenet2012 -> imagenet-1k
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2022-05-02T10:26:21Z
2022-05-02T17:50:46Z
2022-05-02T16:32:57Z
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On the Hugging Face Hub, users refer to imagenet2012 (from #4178 ) as imagenet-1k in their model tags. To correctly link models to imagenet, we should rename this dataset `imagenet-1k`. Later we can add `imagenet-21k` as a new dataset if we want. Once this one is merged we can delete the `imagenet2012` dataset...
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Add YAML tags to Dataset Card rotten tomatoes
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2022-05-01T11:59:08Z
2022-05-03T14:27:33Z
2022-05-03T14:20:35Z
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The dataset card for the rotten tomatoes / MR movie review dataset had some missing YAML tags. Hopefully, this also improves the visibility of this dataset now that paperswithcode and huggingface link to eachother.
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data leakage in `webis/conclugen` dataset
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2022-04-30T17:43:37Z
2022-05-03T06:04:26Z
2022-05-03T06:04:26Z
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## Describe the bug Some samples (argument-conclusion pairs) in the *training* split of the `webis/conclugen` dataset are present in both the *validation* and *test* splits, creating data leakage and distorting model results. Furthermore, all splits contain duplicate samples. ## Steps to reproduce the bug ```pyth...
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Add mr_polarity movie review sentiment classification
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2022-04-30T13:19:33Z
2022-04-30T14:16:25Z
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Add the MR (Movie Review) dataset. The original dataset contains sentences from Rotten Tomatoes labeled as either "positive" or "negative". Homepage: [https://www.cs.cornell.edu/people/pabo/movie-review-data/](https://www.cs.cornell.edu/people/pabo/movie-review-data/) paperswithcode: [https://paperswithcode.com/d...
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4,259
Fix bug in choices labels in openbookqa dataset
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2022-04-30T07:41:39Z
2022-05-04T06:31:31Z
2022-05-03T15:14:21Z
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This PR fixes the Bug in the openbookqa dataset as mentioned in this issue #3550. Fix #3550. cc. @lhoestq @mariosasko
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Fix/start token mask issue and update documentation
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2022-04-29T22:42:44Z
2022-05-02T16:33:20Z
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This pr fixes a couple bugs: 1) the perplexity was calculated with a 0 in the attention mask for the start token, which was causing high perplexity scores that were not correct 2) the documentation was not updated
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Create metric card for Mahalanobis Distance
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2022-05-02T14:50:18Z
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proposing a metric card to better explain how Mahalanobis distance works (last one for now :sweat_smile:
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Create metric card for MSE
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Proposing a metric card for Mean Squared Error
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No google drive URL for pubmed_qa
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I hosted the data files in https://huggingface.co/datasets/pubmed_qa. This is allowed because the data is under the MIT license. cc @stas00
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Replace data URL in SAMSum dataset and support streaming
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This PR replaces data URL in SAMSum dataset: - original host (arxiv.org) does not allow HTTP Range requests - we have hosted the data on the Hub (license: CC BY-NC-ND 4.0) Moreover, it implements support for streaming. Fix #4146. Related to: #4236. CC: @severo
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Proposing a metric card for mIoU :rocket: sorry for spamming you with review requests, @albertvillanova ! :hugs:
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Initial proposal for MAE metric card
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Proposing a metric card for the XTREME-S dataset :hugs:
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Fixes #4152 This PR updates the PyArrow version to 6 in setup.py, CI job files .circleci/config.yaml and .github/workflows/benchmarks.yaml files. This will fix ArrayND error which exists in pyarrow 5.
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Support streaming XGLUE dataset. Fix #4247. CC: @severo
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conll2003 dataset loads original data.
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## Describe the bug I load `conll2003` dataset to use refined data like [this](https://huggingface.co/datasets/conll2003/viewer/conll2003/train) preview, but it is original data that contains `'-DOCSTART- -X- -X- O'` text. Is this a bug or should I use another dataset_name like `lhoestq/conll2003` ? ## Steps to...
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The data preview of XGLUE
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It seems that something wrong with the data previvew of XGLUE
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This PR implements support to load a dataset (w/o script) containing TSV files by passing only the dataset name (no need to pass `sep='\t'`): ```python ds = load_dataset("dataset/name") ``` The refactoring allows for future builder kwargs customizations based on file extension. Related to #4238.
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This PR adds code examples for `DatasetDict` in the API reference :)
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task id update
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2022-05-04T10:43:53Z
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changed multi input text classification as task id instead of category
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WIP: Initial shades loading script and readme
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Update auth when mirroring datasets on the hub
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We don't need to use extraHeaders anymore for rate limits anymore. Anyway extraHeaders was not working with git LFS because it was passing the wrong auth to S3.
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NonMatchingChecksumError when attempting to download GLUE
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2022-04-27T14:14:21Z
2022-04-28T07:45:27Z
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## Describe the bug I am trying to download the GLUE dataset from the NLP module but get an error (see below). ## Steps to reproduce the bug ```python import nlp nlp.__version__ # '0.2.0' nlp.load_dataset('glue', name="rte", download_mode="force_redownload") ``` ## Expected results I expect the dataset to ...
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Fix yield for crd3
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2022-04-27T12:31:36Z
2022-04-29T12:41:41Z
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Modified the `_generate_examples` function to consider all the turns for a chunk id as a single example Modified the features accordingly ``` "turns": [ { "names": datasets.features.Sequence(datasets.Value("string")), "utterances": ...
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Small fixes in ROC AUC docs
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The list of use cases did not render on GitHub with the prepended spacing. Additionally, some typo's we're fixed.
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Dataset caching policy
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2022-04-27T10:42:11Z
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## Describe the bug I cannot clean cache of my datasets files, despite I have updated the `csv` files on the repository [here](https://huggingface.co/datasets/loretoparisi/tatoeba-sentences). The original file had a line with bad characters, causing the following error ``` [/usr/local/lib/python3.7/dist-packages/d...
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4,237
Common Voice 8 doesn't show datasets viewer
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2022-04-27T10:05:20Z
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https://huggingface.co/datasets/mozilla-foundation/common_voice_8_0
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Replace data URL in big_patent dataset and support streaming
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This PR replaces the Google Drive URL with our Hub one, once the data owners have approved to host their data on the Hub. Moreover, this PR makes the dataset streamable. Fix #4217.
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How to load VERY LARGE dataset?
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2022-04-27T07:50:13Z
2023-07-25T15:07:57Z
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### System Info ```shell I am using transformer trainer while meeting the issue. The trainer requests torch.utils.data.Dataset as input, which loads the whole dataset into the memory at once. Therefore, when the dataset is too large to load, there's nothing I can do except using IterDataset, which loads samples of da...
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The CC-Aligned dataset url has changed to https://data.statmt.org/cc-aligned/, the old address http://www.statmt.org/cc-aligned/ is no longer valid
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Why the `conll2003` dataset on huggingface only contains the `en` subset? Where is the German data?
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![image](https://user-images.githubusercontent.com/37113676/165416606-96b5db18-b16c-4b6b-928c-de8620fd943e.png) But on huggingface datasets: ![image](https://user-images.githubusercontent.com/37113676/165416649-8fd77980-ca0d-43f0-935e-f398ba8323a4.png) Where is the German data?
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Add pearsonr mc, update functionality to match the original docs
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- adds pearsonr metric card - adds ability to return p-value - p-value was mentioned in the original docs as a return value, but there was no option to return it. I updated the _compute function slightly to have an option to return the p-value.
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add train eval index for autoeval
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Add Accuracy Metric Card
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- adds accuracy metric card - updates docstring in accuracy.py - adds .json file with metric card and docstring information
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Fix description links in dataset cards
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I noticed many links were not properly displayed (only text, no link) on the Hub because of wrong syntax, e.g.: https://huggingface.co/datasets/big_patent This PR fixes all description links in dataset cards.
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Dictionary Feature
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Hi, I'm trying to create the loading script for a dataset in which one feature is a list of dictionaries, which afaik doesn't fit very well the values and structures supported by Value and Sequence. Is there any suggested workaround, am I missing something? Thank you in advance.
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Add F1 Metric Card
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Make code for image downloading from image urls cacheable
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Fix #4199
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Big_Patent dataset broken
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## Dataset viewer issue for '*big_patent*' **Link:** *[link to the dataset viewer page](https://huggingface.co/datasets/big_patent/viewer/all/train)* *Unable to view because it says FileNotFound, also cannot download it through the python API* Am I the one who added this dataset ? No
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Avoid recursion error in map if example is returned as dict value
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I noticed this bug while answering [this question](https://discuss.huggingface.co/t/correct-way-to-create-a-dataset-from-a-csv-file/15686/11?u=mariosasko). This code replicates the bug: ```python from datasets import Dataset dset = Dataset.from_dict({"en": ["aa", "bb"], "fr": ["cc", "dd"]}) dset.map(lambda ex: ...
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Addresses this comment: https://github.com/huggingface/datasets/pull/3801#pullrequestreview-901736921
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Skip checksum computation in Imagefolder by default
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Avoids having to set `ignore_verifications=True` in `load_dataset("imagefolder", ...)` to skip checksum verification and speed up loading. The user can still pass `DownloadConfig(record_checksums=True)` to not skip this part.
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ETT time series dataset
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Ready for review.
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[Common Voice] Make sure bytes are correctly deleted if `path` exists
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`path` should be set to local path inside audio feature if exist so that bytes can correctly be deleted.
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DatasetDict containing Datasets with different features when pushed to hub gets remapped features
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Hi there, I am trying to load a dataset to the Hub. This dataset is a `DatasetDict` composed of various splits. Some splits have a different `Feature` mapping. Locally, the DatasetDict preserves the individual features but if I `push_to_hub` and then `load_dataset`, the features are all the same. Dataset and code...
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TypeError: Cannot cast array data from dtype('O') to dtype('int64') according to the rule 'safe'
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### System Info ```shell - `transformers` version: 4.18.0 - Platform: Linux-5.4.144+-x86_64-with-Ubuntu-18.04-bionic - Python version: 3.7.13 - Huggingface_hub version: 0.5.1 - PyTorch version (GPU?): 1.10.0+cu111 (True) - Tensorflow version (GPU?): 2.8.0 (True) - Flax version (CPU?/GPU?/TPU?): not installed ...
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Add CMU MoCap Dataset
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Resolves #3457 Dataset Request : Add CMU Graphics Lab Motion Capture dataset [#3457](https://github.com/huggingface/datasets/issues/3457) This PR adds the CMU MoCap Dataset. The authors didn't respond even after multiple follow ups, so I ended up crawling the website to get categories, subcategories and descrip...
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Typo: `datasets.DatsetDict` -> `datasets.DatasetDict`
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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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Minor change to fully align this function with the recent change in Transformers (https://github.com/huggingface/transformers/pull/16891)
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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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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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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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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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Cache miss during reload for datasets using image fetch utilities through map
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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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There is no dataset
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2022-04-21T19:19:26Z
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NONE
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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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Add remove_columns=True
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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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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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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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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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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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**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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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, by accessing the index itself. Close #4029.
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Support streaming cnn_dailymail dataset. Fix #3969. CC: @severo
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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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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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Add `"all"` config to Librispeech Closed #4179
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Document librispeech configs
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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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2022-04-19T12:26:57Z
2022-04-20T07:11:05Z
2022-04-20T07:11:05Z
CONTRIBUTOR
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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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Support streaming FLEURS dataset
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2022-04-19T11:09:56Z
2022-07-25T11:44:02Z
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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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2022-04-19T09:15:45Z
2025-06-17T13:08:50Z
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CONTRIBUTOR
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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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2022-04-19T08:45:48Z
2022-07-27T16:10:00Z
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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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2022-04-19T06:01:35Z
2022-04-29T21:43:59Z
2022-04-29T21:37:08Z
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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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2022-04-18T22:59:30Z
2022-10-05T10:38:16Z
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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 two subtasks (subtask 1 and 2), which are each comprised of 12 additional data subsets: for each language in En, Es, Ar, there are 4 datasets, b...
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Very slow between two operations
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2022-04-17T23:52:29Z
2022-04-18T00:03:00Z
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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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2022-04-15T13:42:32Z
2023-09-24T10:02:38Z
2022-05-02T14:26:41Z
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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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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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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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Update assin2 dataset_infos.json
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2022-04-14T11:53:06Z
2022-04-15T14:47:42Z
2022-04-15T14:41:22Z
MEMBER
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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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