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Catch pull error when mirroring
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Catch pull errors when mirroring so that the script continues to update the other datasets. The error will still be printed at the end of the job. In this case the job also fails, and asks to manually update the datasets that failed.
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Add API code examples for Builder classes
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This PR adds API code examples for the Builder classes.
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[Imagefolder] Docs + Don't infer labels from file names when there are metadata + Error messages when metadata and images aren't linked correctly
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I updated the `docs/source/image_process.mdx` documentation and added an example for image captioning and object detection using `ImageFolder`. While doing so I also improved a few aspects: - we don't need to infer labels from file names when there are metadata - they can just be in the metadata if necessary - rai...
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Loading dataset with streaming: '_io.BufferedReader' object has no attribute 'loc'
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## Describe the bug Loading a datasets with `load_dataset` and `streaming=True` returns `AttributeError: '_io.BufferedReader' object has no attribute 'loc'`. Notice that loading with `streaming=False` works fine. In the following steps we load parquet files but the same happens with pickle files. The problem seems ...
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[WIP] Add TEDLIUM dataset
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Adds the TED-LIUM dataset https://www.tensorflow.org/datasets/catalog/tedlium#tedliumrelease3 TODO: - [x] Port `tedium.py` from TF datasets using `convert_dataset.sh` script - [ ] Make `load_dataset` work - [ ] Run `datasets-cli` command to generate `dataset_infos.json` - [ ] Create dummy data for continuous ...
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Remove unused multiprocessing args from test CLI
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Multiprocessing is not used in the test CLI.
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Add packaged builder configs to the documentation
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Add the packaged builders configurations to the docs reference is useful to show the list of all parameters one can use when loading data in many formats: CSV, JSON, etc.
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`load_dataset` does not work with certain filename.
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## Describe the bug This is a weird bug that took me some time to find out. I have a JSON dataset that I want to load with `load_dataset` like this: ``` data_files = dict(train="train.json.zip", val="val.json.zip") dataset = load_dataset("json", data_files=data_files, field="data") ``` ## Expected results ...
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Fixes FrugalScore
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There are two minor modifications in this PR: 1) `predictions` and `references` are swapped. Basically Frugalscore is commutative, however some tiny differences can occur if we swap the references and the predictions. I decided to swap them just to obtain the exact results as reported in the paper. 2) I switched to d...
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Language code search does direct matches
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## Describe the bug Hi. Searching for bcp47 tags that are just the language prefix (e.g. `sq` or `da`) excludes datasets that have added extra information in their language metadata (e.g. `sq-AL` or `da-bornholm`). The example codes given in the [tagging app](https://huggingface.co/spaces/huggingface/datasets-taggin...
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Fix: Add missing comma
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4,302
Remove hacking license tags when mirroring datasets on the Hub
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Currently, when mirroring datasets on the Hub, the license tags are hacked: removed of characters "." and "$". On the contrary, this hacking is not applied to community datasets on the Hub. This generates multiple variants of the same tag on the Hub. I guess this hacking is no longer necessary: - it is not applied...
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4,301
Add ImageNet-Sketch dataset
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This PR adds the ImageNet-Sketch dataset and resolves #3953 .
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Add API code examples for loading methods
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This PR adds API code examples for loading methods, let me know if I've missed any important parameters we should showcase :) I was a bit confused about `inspect_dataset` and `inspect_metric`. The `path` parameter says it will accept a dataset identifier from the Hub. But when I try the identifier `rotten_tomatoes`,...
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4,299
Remove manual download from imagenet-1k
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Remove the manual download code from `imagenet-1k` to make it a regular dataset.
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Normalise license names
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**Is your feature request related to a problem? Please describe.** When browsing datasets, the Licenses tag cloud (bottom left of e.g. https://huggingface.co/datasets) has multiple variants of the same license. This means the options exclude datasets arbitrarily, giving users artificially low recall. The cause of the ...
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Datasets YAML tagging space is down
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## Describe the bug The neat hf spaces app for generating YAML tags for dataset `README.md`s is down ## Steps to reproduce the bug 1. Visit https://huggingface.co/spaces/huggingface/datasets-tagging ## Expected results There'll be a HF spaces web app for generating dataset metadata YAML ## Actual results T...
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Fix URL query parameters in compression hop path when streaming
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Fix #3488.
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Fix missing lz4 dependency for tests
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Currently, `lz4` is not defined as a dependency for tests. Therefore, all tests marked with `@require_lz4` are skipped.
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Fix CLI run_beam save_infos
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Currently, it raises TypeError: ``` TypeError: _download_and_prepare() got an unexpected keyword argument 'save_infos' ```
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Fix wrong map parameter name in cache docs
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The `load_from_cache` parameter of `map` should be `load_from_cache_file`.
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Add API code examples for remaining main classes
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This PR adds API code examples for the remaining functions in the Main classes. I wasn't too familiar with some of the functions (`decode_batch`, `decode_column`, `decode_example`, etc.) so please feel free to add an example of usage and I can fill in the rest :)
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Dataset Viewer issue for strombergnlp/ipm_nel : preview is empty, no error message
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### Link https://huggingface.co/datasets/strombergnlp/ipm_nel/viewer/ipm_nel/train ### Description The viewer is blank. I tried my best to emulate a dataset with a working viewer, but this one just doesn't seem to want to come up. What did I miss? ### Owner Yes
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Update README.md
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Updating readme in medmcqa dataset.
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Add missing `faiss` import to fix https://github.com/huggingface/datasets/issues/4287
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This PR fixes the issue recently mentioned in https://github.com/huggingface/datasets/issues/4287 🤗
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"NameError: name 'faiss' is not defined" on `.add_faiss_index` when `device` is not None
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## Describe the bug When using `datasets` to calculate the FAISS indices of a dataset, the exception `NameError: name 'faiss' is not defined` is triggered when trying to calculate those on a device (GPU), so `.add_faiss_index(..., device=0)` fails with that exception. All that assuming that `datasets` is properly...
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Add Lahnda language tag
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This language is present in [Wikimedia's WIT](https://huggingface.co/datasets/wikimedia/wit_base) dataset.
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Update LexGLUE README.md
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Update the leaderboard based on the latest results presented in the ACL 2022 version of the article.
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Issues in processing very large datasets
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## Describe the bug I'm trying to add a feature called "subgraph" to CNN/DM dataset (modifications on run_summarization.py of Huggingface Transformers script) --- I'm not quite sure if I'm doing it the right way, though--- but the main problem appears when the training starts where the error ` [OSError: [Errno 12] Can...
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Fix filesystem docstring
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This PR untangles the `S3FileSystem` docstring so the [parameters](https://huggingface.co/docs/datasets/master/en/package_reference/main_classes#parameters) are properly displayed.
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In certain cases, `None` values are replaced by empty lists when casting feature types. It happens every time you cast an array of nested lists like [None, [0, 1, 2, 3]] to a different type (to change the integer precision for example). In this case you'd get [[], [0, 1, 2, 3]] for example. This issue comes from PyA...
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Remove a copy-paste sentence in dataset cards
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Remove the following copy-paste sentence from dataset cards: ``` We show detailed information for up to 5 configurations of the dataset. ```
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Add missing features to commonsense_qa dataset
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Fix partially #4275.
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Update minimal PyArrow version warning
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Update the minimal PyArrow version warning (should've been part of #4250).
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Add missing features to openbookqa dataset for additional config
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Fix partially #4276.
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Enable label alignment for token classification datasets
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This PR extends the `Dataset.align_labels_with_mapping()` method to support alignment of label mappings between datasets and models for token classification (e.g. NER). Example of usage: ```python from datasets import load_dataset ner_ds = load_dataset("conll2003", split="train") # returns [3, 0, 7, 0, 0, 0,...
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OpenBookQA has missing and inconsistent field names
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## Describe the bug OpenBookQA implementation is inconsistent with the original dataset. We need to: 1. The dataset field [question][stem] is flattened into question_stem. Unflatten it to match the original format. 2. Add missing additional fields: - 'fact1': row['fact1'], - 'humanScore': row['humanSc...
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CommonSenseQA has missing and inconsistent field names
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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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Fix typo in logging docs
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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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## Describe the bug in the docs of V2.1.0 datasets.disable_progress_bar, we should replace "enable" with "disable".
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4,270
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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Add license and point of contact to big_patent dataset
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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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## 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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4,267
Replace data URL in SAMSum dataset within the same repository
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Replace data URL with one in the same repository.
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4,266
Add HF Speech Bench to Librispeech Dataset Card
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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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4,263
Rename imagenet2012 -> imagenet-1k
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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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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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## 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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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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This PR fixes the Bug in the openbookqa dataset as mentioned in this issue #3550. Fix #3550. cc. @lhoestq @mariosasko
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4,258
Fix/start token mask issue and update documentation
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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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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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4,254
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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4,253
Create metric cards for mean IOU
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Proposing a metric card for mIoU :rocket: sorry for spamming you with review requests, @albertvillanova ! :hugs:
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Creating metric card for MAE
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Initial proposal for MAE metric card
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Metric card for the XTREME-S dataset
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Proposing a metric card for the XTREME-S dataset :hugs:
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Bump PyArrow Version to 6
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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
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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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4,246
Support to load dataset with TSV files by passing only dataset name
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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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Add code examples for DatasetDict
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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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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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## 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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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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## 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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Common Voice 8 doesn't show datasets viewer
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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 by 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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### 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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Autoeval config
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Added autoeval config to imdb as pilot
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adding new tag to tasks.json and modified for existing datasets
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Fix invalid url to CC-Aligned dataset
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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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new task tag
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multi-input-text-classification tag for classification datasets that take more than one input
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multi-input-text-classification tag for classification datasets that take more than one input
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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 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://huggingface.co/proxy/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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Add `drop_last_batch` to `IterableDataset.map`
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[ "Hi @lewtun, thanks for reporting.\r\n\r\nIt seems that our library fails at inferring the dtype of the columns:\r\n- `milestone`\r\n- `performed_via_github_app` \r\n\r\n(and assigns them `null` dtype)." ]
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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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[ "Hi @lewtun, thanks for reporting.\r\n\r\nIt seems that our library fails at inferring the dtype of the columns:\r\n- `milestone`\r\n- `performed_via_github_app` \r\n\r\n(and assigns them `null` dtype)." ]
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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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