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HF_DATASETS_OFFLINE=1 didn't stop datasets.builder from downloading
## Describe the bug According to https://huggingface.co/docs/datasets/loading_datasets.html#loading-a-dataset-builder, setting HF_DATASETS_OFFLINE to 1 should make datasets to "run in full offline mode". It didn't work for me. At the very beginning, datasets still tried to download "custom data configuration" for JSON...
https://github.com/huggingface/datasets/issues/3447
[ "Hi ! Indeed it says \"downloading and preparing\" but in your case it didn't need to download anything since you used local files (it would have thrown an error otherwise). I think we can improve the logging to make it clearer in this case", "@lhoestq Thank you for explaining. I am sorry but I was not clear abou...
null
3,447
false
Remove redundant local path information in audio/image datasets
Remove the redundant path information in the audio/image dataset as discussed in https://github.com/huggingface/datasets/pull/3430#issuecomment-994734828 TODOs: * [ ] merge https://github.com/huggingface/datasets/pull/3430 * [ ] merge https://github.com/huggingface/datasets/pull/3364 * [ ] re-generate the info fi...
https://github.com/huggingface/datasets/pull/3446
[ "Cool, I'm in favor of this PR. Our official examples in speech already make use of `\"audio\"` so no need to change anything there. It would be great if we could prominently feature how one can get the audio path without decoding in the docs.", "@patrickvonplaten Yes, I agree.\r\n\r\ncc @stevhliu we should add a...
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3,446
true
question
## 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
https://github.com/huggingface/datasets/issues/3445
[ "Hi ! What's your question ?" ]
null
3,445
false
Align the Dataset and IterableDataset processing API
## Intro items marked like <s>this</s> are done already :) Currently the two classes have two distinct API for processing: ### The `.map()` method Both have those parameters in common: function, batched, batch_size - IterableDataset is missing those parameters: <s>with_indices</s>, with_rank, <s>input_c...
https://github.com/huggingface/datasets/issues/3444
[ "Yes I agree, these should be as aligned as possible. Maybe we can also check the feedback in the survey at http://hf.co/oss-survey and see if people mentioned related things on the API (in particular if we go the breaking change way, it would be good to be sure we are taking the right direction for the community)....
null
3,444
false
Extend iter_archive to support file object input
This PR adds support to passing a file object to `[Streaming]DownloadManager.iter_archive`. With this feature, we can iterate over a tar file inside another tar file.
https://github.com/huggingface/datasets/pull/3443
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3,443
true
Extend text to support yielding lines, paragraphs or documents
Add `config.row` option to `text` module to allow yielding lines (default, current case), paragraphs or documents. Feel free to comment on the name of the config parameter `row`: - Currently, the docs state datasets are made of rows and columns - Other names I considered: `example`, `item`
https://github.com/huggingface/datasets/pull/3442
[ "The parameter can also be named `split_by` with values \"line\", \"paragraph\" or \"document\" (no 's' at the end)", "> The parameter can also be named `split_by` with values \"line\", \"paragraph\" or \"document\" (no 's' at the end)\r\n\r\n@lhoestq @mariosasko I would avoid the term `split` in this context and...
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3,442
true
Add QuALITY dataset
## Adding a Dataset - **Name:** QuALITY - **Description:** A challenging question answering with very long contexts (Twitter [thread](https://twitter.com/sleepinyourhat/status/1471225421794529281?s=20)) - **Paper:** No ArXiv link yet, but draft is [here](https://github.com/nyu-mll/quality/blob/main/quality_preprint....
https://github.com/huggingface/datasets/issues/3441
[ "I'll take this one if no one hasn't yet!" ]
null
3,441
false
datasets keeps reading from cached files, although I disabled it
## Describe the bug Hi, I am trying to avoid dataset library using cached files, I get the following bug when this tried to read the cached files. I tried to do the followings: ``` from datasets import set_caching_enabled set_caching_enabled(False) ``` also force redownlaod: ``` download_mode='force_redownloa...
https://github.com/huggingface/datasets/issues/3440
[ "Hi ! What version of `datasets` are you using ? Can you also provide the logs you get before it raises the error ?" ]
null
3,440
false
Add `cast_column` to `IterableDataset`
Closes #3369. cc: @patrickvonplaten
https://github.com/huggingface/datasets/pull/3439
[ "Awesome thanks a lot @mariosasko " ]
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3,439
true
Update supported versions of Python in setup.py
Update the list of supported versions of Python in `setup.py` to keep the PyPI project description updated.
https://github.com/huggingface/datasets/pull/3438
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3,438
true
Update BLEURT hyperlink
The description of BLEURT on the hf.co website has a strange use of URL hyperlinking. This PR attempts to fix this, although I am not 100% sure Markdown syntax is allowed on the frontend or not. ![Screen Shot 2021-12-15 at 17 31 27](https://user-images.githubusercontent.com/26859204/146226432-c83cbdaf-f57d-4999-b53c...
https://github.com/huggingface/datasets/pull/3437
[ "seems like a very very low-prio improvement :)", "@albertvillanova thanks for the feedback! I removed the formatting altogether since I think this is a bit simpler tor read than non-rendered Markdown" ]
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3,437
true
Add the OneStopQa dataset
Adding OneStopQA, a multiple choice reading comprehension dataset annotated according to the STARC (Structured Annotations for Reading Comprehension) scheme.
https://github.com/huggingface/datasets/pull/3436
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3,436
true
Improve Wikipedia Loading Script
* More structured approach to detecting redirects * Remove redundant template filter code (covered by strip_code) * Add language-specific lists of additional media namespace aliases for filtering * Add language-specific lists of category namespace aliases for new link text cleaning step * Remove magic words (parser...
https://github.com/huggingface/datasets/pull/3435
[ "I wanted to flag a change from since we discussed this: I initially wrote a function for using the Wikimedia APIs to collect namespace aliases, but decided that adding in more http requests to the script wasn't a great idea so instead used that code to build a static list that I just added directly to the code.\r\...
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3,435
true
Add The People's Speech
## Adding a Dataset - **Name:** The People's Speech - **Description:** a massive English-language dataset of audio transcriptions of full sentences. - **Paper:** https://openreview.net/pdf?id=R8CwidgJ0yT - **Data:** https://mlcommons.org/en/peoples-speech/ - **Motivation:** With over 30,000 hours of speech, this ...
https://github.com/huggingface/datasets/issues/3434
[ "This dataset is now available on the Hub here: https://huggingface.co/datasets/MLCommons/peoples_speech" ]
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3,434
false
Add Multilingual Spoken Words dataset
## Adding a Dataset - **Name:** Multilingual Spoken Words - **Description:** Multilingual Spoken Words Corpus is a large and growing audio dataset of spoken words in 50 languages for academic research and commercial applications in keyword spotting and spoken term search, licensed under CC-BY 4.0. The dataset contain...
https://github.com/huggingface/datasets/issues/3433
[]
null
3,433
false
Correctly indent builder config in dataset script docs
null
https://github.com/huggingface/datasets/pull/3432
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3,432
true
Unable to resolve any data file after loading once
when I rerun my program, it occurs this error " Unable to resolve any data file that matches '['**train*']' at /data2/whr/lzy/open_domain_data/retrieval/wiki_dpr with any supported extension ['csv', 'tsv', 'json', 'jsonl', 'parquet', 'txt', 'zip']", so how could i deal with this problem? thx. And below is my code . ...
https://github.com/huggingface/datasets/issues/3431
[ "Hi ! `load_dataset` accepts as input either a local dataset directory or a dataset name from the Hugging Face Hub.\r\n\r\nSo here you are getting this error the second time because it tries to load the local `wiki_dpr` directory, instead of `wiki_dpr` from the Hub. It doesn't work since it's a **cache** directory,...
null
3,431
false
Make decoding of Audio and Image feature optional
Add the `decode` argument (`True` by default) to the `Audio` and the `Image` feature to make it possible to toggle on/off decoding of these features. Even though we've discussed that on Slack, I'm not removing the `_storage_dtype` argument of the Audio feature in this PR to avoid breaking the Audio feature tests.
https://github.com/huggingface/datasets/pull/3430
[ "Closing this PR for now due to https://github.com/huggingface/datasets/issues/3145#issuecomment-993664104.", "Okay, after some more thinking, I'm re-opening this PR for three reasons:\r\n* This feature will allow us to remove the `image_file_path`/`audio_file_path` columns in our vision/audio datasets. Currently...
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3,430
true
Make cast cacheable (again) on Windows
`cast` currently emits the following warning when called on Windows: ``` Parameter 'function'=<function Dataset.cast.<locals>.<lambda> at 0x000001C930571EA0> of the transform datasets.arrow_dataset.Dataset._map_single couldn't be hashed properly, a random hash was used instead. Make sure your transforms and parameter...
https://github.com/huggingface/datasets/pull/3429
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3,429
true
Clean squad dummy data
Some unused files were remaining, this PR removes them. We just need to keep the dummy_data.zip file
https://github.com/huggingface/datasets/pull/3428
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3,428
true
Add The Pile Enron Emails subset
Add: - Enron Emails subset of The Pile: "enron_emails" config Close bigscience-workshop/data_tooling#310. CC: @StellaAthena
https://github.com/huggingface/datasets/pull/3427
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3,427
true
Update disaster_response_messages download urls (+ add validation split)
Fixes #3240, fixes #3416
https://github.com/huggingface/datasets/pull/3426
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3,426
true
Getting configs names takes too long
## Steps to reproduce the bug ```python from datasets import get_dataset_config_names get_dataset_config_names("allenai/c4") ``` ## Expected results I would expect to get the answer quickly, at least in less than 10s ## Actual results It takes about 45s on my environment ## Environment info - `d...
https://github.com/huggingface/datasets/issues/3425
[ "maybe related to https://github.com/huggingface/datasets/issues/2859\r\n", "It looks like it's currently calling `HfFileSystem.ls()` ~8 times at the root and for each subdirectory:\r\n- \"\"\r\n- \"en.noblocklist\"\r\n- \"en.noclean\"\r\n- \"en\"\r\n- \"multilingual\"\r\n- \"realnewslike\"\r\n\r\nCurrently `ls` ...
null
3,425
false
Add RedCaps dataset
Add the RedCaps dataset. I'm not adding the generated `dataset_infos.json` file for now due to its size (11 MB). TODOs: - [x] dummy data - [x] dataset card Close #3316
https://github.com/huggingface/datasets/pull/3424
[ "Cool ! If you want you can include `dataset_infos.json` but only for the main configurations. That's what we do for example for translation datasets when there are too many configs", "@lhoestq I've added an example that uses `map` to download the images." ]
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3,424
true
data duplicate when setting num_works > 1 with streaming data
## Describe the bug The data is repeated num_works times when we load_dataset with streaming and set num_works > 1 when construct dataloader ## Steps to reproduce the bug ```python # Sample code to reproduce the bug import pandas as pd import numpy as np import os from datasets import load_dataset from tor...
https://github.com/huggingface/datasets/issues/3423
[ "Hi ! Thanks for reporting :)\r\n\r\nWhen using a PyTorch's data loader with `num_workers>1` and an iterable dataset, each worker streams the exact same data by default, resulting in duplicate data when iterating using the data loader.\r\n\r\nWe can probably fix this in `datasets` by checking `torch.utils.data.get_...
null
3,423
false
Error about load_metric
## Describe the bug File "/opt/conda/lib/python3.8/site-packages/datasets/load.py", line 1371, in load_metric metric = metric_cls( TypeError: 'NoneType' object is not callable ## Steps to reproduce the bug ```python metric = load_metric("glue", "sst2") ``` ## Environment info - `datasets` version: ...
https://github.com/huggingface/datasets/issues/3422
[ "Hi ! I wasn't able to reproduce your error.\r\n\r\nCan you try to clear your cache at `~/.cache/huggingface/modules` and try again ?" ]
null
3,422
false
Adding mMARCO dataset
Adding mMARCO (v1.1) to HF datasets.
https://github.com/huggingface/datasets/pull/3421
[ "Hi @albertvillanova we've made a major overhaul of the loading script including all configurations we're making available. Could you please review it again?", "@albertvillanova :ping_pong: ", "Thanks @lhbonifacio for adding this dataset.\r\nHi there, i got an error about mmarco:\r\nConnectionError: Couldn't re...
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3,421
true
Add eli5_category dataset
This pull request adds a categorized Long-form question answering dataset `ELI5_Category`. It's a new variant of the [ELI5](https://huggingface.co/datasets/eli5) dataset that uses the Reddit tags to alleviate the training/validation overlapping in the origin ELI5 dataset. A [report](https://celeritasml.netlify.app/p...
https://github.com/huggingface/datasets/pull/3420
[ "> Thanks a lot for adding this dataset ! Good job with the dataset card and the dataset scripts - they're really good :)\r\n> \r\n> I just added minor changes\r\n\r\nThanks for fixing typos!" ]
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3,420
true
`.to_json` is extremely slow after `.select`
## Describe the bug Saving a dataset to JSON with `to_json` is extremely slow after using `.select` on the original dataset. ## Steps to reproduce the bug ```python from datasets import load_dataset original = load_dataset("squad", split="train") original.to_json("from_original.json") # Takes 0 seconds se...
https://github.com/huggingface/datasets/issues/3419
[ "Hi ! It's slower indeed because a datasets on which `select`/`shard`/`train_test_split`/`shuffle` has been called has to do additional steps to retrieve the data of the dataset table in the right order.\r\n\r\nIndeed, if you call `dataset.select([0, 5, 10])`, the underlying table of the dataset is not altered to k...
null
3,419
false
Add Wikisource dataset
Add loading script for Wikisource dataset. Fix #3399. CC: @geohci, @yjernite
https://github.com/huggingface/datasets/pull/3418
[ "As we are removing the dataset scripts from GitHub and moving them to the Hugging Face Hub, I am going to transfer this script to the repo: https://huggingface.co/datasets/wikimedia/wikisource" ]
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3,418
true
Fix type of bridge field in QED
Use `Value("string")` instead of `Value("bool")` for the feature type of the `"bridge"` field in the QED dataset. If the value is `False`, set to `None`. The following paragraph in the QED repo explains the purpose of this field: >Each annotation in referential_equalities is a pair of spans, the question_reference ...
https://github.com/huggingface/datasets/pull/3417
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3,417
true
disaster_response_messages unavailable
## Dataset viewer issue for '* disaster_response_messages*' **Link:** https://huggingface.co/datasets/disaster_response_messages Dataset unavailable. Link dead: https://datasets.appen.com/appen_datasets/disaster_response_data/disaster_response_messages_training.csv Am I the one who added this dataset ?No
https://github.com/huggingface/datasets/issues/3416
[ "Hi, thanks for reporting! This is a duplicate of https://github.com/huggingface/datasets/issues/3240. We are working on a fix.\r\n\r\n" ]
null
3,416
false
Non-deterministic tests: CI tests randomly fail
## Describe the bug Some CI tests fail randomly. 1. In https://github.com/huggingface/datasets/pull/3375/commits/c10275fe36085601cb7bdb9daee9a8f1fc734f48, there were 3 failing tests, only on Linux: ``` =========================== short test summary info ============================ FAILED tests/test_str...
https://github.com/huggingface/datasets/issues/3415
[ "I think it might come from two different issues:\r\n1. Google Drive is an unreliable host, mainly because of quota limitations\r\n2. the staging environment can sometimes raise some errors\r\n\r\nFor Google Drive tests we could set up some retries with backup URLs if necessary I guess.\r\nFor staging on the other ...
null
3,415
false
Skip None encoding (line deleted by accident in #3195)
Return the line deleted by accident in #3195 while [resolving merge conflicts](https://github.com/huggingface/datasets/pull/3195/commits/8b0ed15be08559056b817836a07d47acda0c4510). Fix #3181 (finally :))
https://github.com/huggingface/datasets/pull/3414
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3,414
true
Add WIDER FACE dataset
Adds the WIDER FACE face detection benchmark. TODOs: * [x] dataset card * [x] dummy data
https://github.com/huggingface/datasets/pull/3413
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3,413
true
Fix flaky test again for s3 serialization
Following https://github.com/huggingface/datasets/pull/3388 that wasn't enough (see CI error [here](https://app.circleci.com/pipelines/github/huggingface/datasets/9080/workflows/b971fb27-ff20-4220-9416-c19acdfdf6f4/jobs/55985))
https://github.com/huggingface/datasets/pull/3412
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3,412
true
[chinese wwm] load_datasets behavior not as expected when using run_mlm_wwm.py script
## Describe the bug Model I am using (Bert, XLNet ...): bert-base-chinese The problem arises when using: * [https://github.com/huggingface/transformers/blob/master/examples/research_projects/mlm_wwm/run_mlm_wwm.py] the official example scripts: `rum_mlm_wwm.py` The tasks I am working on is: pretraining whole ...
https://github.com/huggingface/datasets/issues/3411
[ "@LysandreJik not so sure who to @\r\nCould you help?", "Hi @hyusterr, I believe it is @wlhgtc from https://github.com/huggingface/transformers/pull/9887" ]
null
3,411
false
Fix dependencies conflicts in Windows CI after conda update to 4.11
For some reason the CI wasn't using python 3.6 but python 3.7 after the update to conda 4.11
https://github.com/huggingface/datasets/pull/3410
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3,410
true
Pass new_fingerprint in multiprocessing
Following https://github.com/huggingface/datasets/pull/3045 Currently one can pass `new_fingerprint` to `.map()` to use a custom fingerprint instead of the one computed by hashing the map transform. However it's ignored if `num_proc>1`. In this PR I fixed that by passing `new_fingerprint` to `._map_single()` when...
https://github.com/huggingface/datasets/pull/3409
[ "@lhoestq Hi~, does this support that `datasets.map(func, batched=True, batch_size, num_proc>1, new_fingerprint=\"func_v1\")` even if `func` can't pickle. I also notice that you said \"Unfortunately you need picklable mapping functions to make multiprocessing work :confused: Also feel free to open an issue or send ...
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3,409
true
Typo in Dataset viewer error message
## Dataset viewer issue for '*name of the dataset*' **Link:** *link to the dataset viewer page* *short description of the issue* When creating an empty dataset repo, the Dataset Preview provides a helpful message that no files were found. There is a tiny typo in that message: "ressource" should be "resource" ...
https://github.com/huggingface/datasets/issues/3408
[ "Fixed, thanks\r\n<img width=\"661\" alt=\"Capture d’écran 2021-12-22 à 12 02 30\" src=\"https://user-images.githubusercontent.com/1676121/147082881-cf700e8d-0511-4431-b214-d6cf8137db10.png\">\r\n" ]
null
3,408
false
Use max number of data files to infer module
When inferring the module for datasets without script, set a maximum number of iterations over data files. This PR fixes the issue of taking too long when hundred of data files present. Please, feel free to agree on both numbers: ``` # Datasets without script DATA_FILES_MAX_NUMBER = 10 ARCHIVED_DATA_FILES_MAX...
https://github.com/huggingface/datasets/pull/3407
[ "Cool thanks :) Feel free to merge if it's all good for you" ]
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3,407
true
Fix module inference for archive with a directory
Fix module inference for an archive file that contains files within a directory. Fix #3405.
https://github.com/huggingface/datasets/pull/3406
[]
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3,406
true
ZIP format inference does not work when files located in a dir inside the archive
## Describe the bug When a zipped file contains archived files within a directory, the function `infer_module_for_data_files_in_archives` does not work. It only works for files located in the root directory of the ZIP file. ## Steps to reproduce the bug ```python infer_module_for_data_files_in_archives(["path/...
https://github.com/huggingface/datasets/issues/3405
[]
null
3,405
false
Optimize ZIP format inference
**Is your feature request related to a problem? Please describe.** When hundreds of ZIP files are present in a dataset, format inference takes too long. See: https://github.com/bigscience-workshop/data_tooling/issues/232#issuecomment-986685497 **Describe the solution you'd like** Iterate over a maximum number o...
https://github.com/huggingface/datasets/issues/3404
[]
null
3,404
false
Cannot import name 'maybe_sync'
## Describe the bug Cannot seem to import datasets when running run_summarizer.py script on a VM set up on ovhcloud ## Steps to reproduce the bug ```python from datasets import load_dataset ``` ## Expected results No error ## Actual results Traceback (most recent call last): File "<stdin>", line 1, in...
https://github.com/huggingface/datasets/issues/3403
[ "Hi ! Can you try updating `fsspec` ? The minimum version is `2021.05.0`", "hey @lhoestq. I'm using `fsspec-2021.11.1` but still getting that error.", "Maybe this discussion can help:\r\n\r\nhttps://github.com/fsspec/filesystem_spec/issues/597#issuecomment-958646964", "Thanks @lhoestq. Downgrading `fsspec and...
null
3,403
false
More robust first elem check in encode/cast example
Fix #3306
https://github.com/huggingface/datasets/pull/3402
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3,402
true
Add Wikimedia pre-processed datasets
## Adding a Dataset - **Name:** Add pre-processed data to: - *wikimedia/wikipedia*: https://huggingface.co/datasets/wikimedia/wikipedia - *wikimedia/wikisource*: https://huggingface.co/datasets/wikimedia/wikisource - **Description:** Add pre-processed data to the Hub for all languages - **Paper:** *link to the...
https://github.com/huggingface/datasets/issues/3401
[]
null
3,401
false
Improve Wikipedia loading script
As reported by @geohci, the "wikipedia" processing/loading script could be improved by some additional small suggested processing functions: - _extract_content(filepath): - Replace .startswith("#redirect") with more structured approach: if elem.find(f"./{namespace}redirect") is None: continue - _parse_and_clean_wi...
https://github.com/huggingface/datasets/issues/3400
[ "Thanks! See https://public.paws.wmcloud.org/User:Isaac_(WMF)/HuggingFace%20Wikipedia%20Processing.ipynb for more implementation details / some data around the overhead induced by adding the extra preprocessing steps (stripping link prefixes and magic words)", "Closed by:\r\n- #3435" ]
null
3,400
false
Add Wikisource dataset
## Adding a Dataset - **Name:** *wikisource* - **Description:** *short description of the dataset (or link to social media or blog post)* - **Paper:** *link to the dataset paper if available* - **Data:** *link to the Github repository or current dataset location* - **Motivation:** Additional high quality textual d...
https://github.com/huggingface/datasets/issues/3399
[ "See notebook by @geohci: https://public.paws.wmcloud.org/User:Isaac_(WMF)/HuggingFace%20Wikisource%20Processing.ipynb" ]
null
3,399
false
Add URL field to Wikimedia dataset instances: wikipedia,...
As reported by @geohci, in order to host pre-processed data in the Hub, we should add the full URL to data instances (new field "url"), so that we conform to proper attribution from license requirement. See, e.g.: https://fair-trec.github.io/docs/Fair_Ranking_2021_Participant_Instructions.pdf#subsection.3.2 This sho...
https://github.com/huggingface/datasets/issues/3398
[ "@geohci, I think the field \"url\" does not appear in the Wikimedia dumps. Therefore I guess we should generate it, using the \"title\" field and making some transformation of it (replacing spaces with underscores) and prepending the domain (created using the language)?", "Indeed:\r\n\r\n> To re-distribute text ...
null
3,398
false
add BNL newspapers
This pull request adds the BNL's [processed newspaper collections](https://data.bnl.lu/data/historical-newspapers/) as a dataset. This is partly done to support BigScience see: https://github.com/bigscience-workshop/data_tooling/issues/192. The Datacard is more sparse than I would like but I plan to make a separate...
https://github.com/huggingface/datasets/pull/3397
[ "\r\n> Also, maybe calling the dataset as \"bnl_historical_newspapers\" and setting \"processed\" as one configuration name?\r\n\r\nThis sounds like a good idea but my only question around this is how easy it would be to use the same approach for processing the other newspaper collections [https://data.bnl.lu/data/...
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3,397
true
Install Audio dependencies to support audio decoding
## Dataset viewer issue for '*openslr*', '*projecte-aina/parlament_parla*' **Link:** *https://huggingface.co/datasets/openslr* **Link:** *https://huggingface.co/datasets/projecte-aina/parlament_parla* Error: ``` Status code: 400 Exception: ImportError Message: To support decoding audio files, ple...
https://github.com/huggingface/datasets/issues/3396
[ "https://huggingface.co/datasets/projecte-aina/parlament_parla -> works (but we still have to show an audio player)\r\n\r\nhttps://huggingface.co/datasets/openslr -> another issue: `Message: [Errno 2] No such file or directory: '/home/hf/datasets-preview-backend/zip:/asr_javanese/data/00/00004fe6aa.flac'`", ...
null
3,396
false
Fix formatting in IterableDataset.map docs
Fix formatting in the recently added `Map` section of the streaming docs.
https://github.com/huggingface/datasets/pull/3395
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3,395
true
Preserve all feature types when saving a dataset on the Hub with `push_to_hub`
Currently, if one of the dataset features is of type `ClassLabel`, saving the dataset with `push_to_hub` and reloading the dataset with `load_dataset` will return the feature of type `Value`. To fix this, we should do something similar to `save_to_disk` (which correctly preserves the types) and not only push the parque...
https://github.com/huggingface/datasets/issues/3394
[ "According to this [comment in the forum](https://discuss.huggingface.co/t/save-datasetdict-to-huggingface-hub/12075/8?u=lhoestq), using `push_to_hub` on a dataset with `ClassLabel` can also make the feature simply disappear when it's reloaded !", "Maybe we can also fix https://github.com/huggingface/datasets/iss...
null
3,394
false
Common Voice Belarusian Dataset
## Adding a Dataset - **Name:** *Common Voice Belarusian Dataset* - **Description:** *[commonvoice.mozilla.org/be](https://commonvoice.mozilla.org/be)* - **Data:** *[commonvoice.mozilla.org/be/datasets](https://commonvoice.mozilla.org/be/datasets)* - **Motivation:** *It has more than 7GB of data, so it will be grea...
https://github.com/huggingface/datasets/issues/3393
[]
null
3,393
false
Dataset viewer issue for `dansbecker/hackernews_hiring_posts`
## Dataset viewer issue for `dansbecker/hackernews_hiring_posts` **Link:** https://huggingface.co/datasets/dansbecker/hackernews_hiring_posts *short description of the issue* Dataset preview not showing for uploaded DatasetDict. See https://discuss.huggingface.co/t/dataset-preview-not-showing-for-uploaded-data...
https://github.com/huggingface/datasets/issues/3392
[ "This issue was fixed by me calling `all_datasets.push_to_hub(\"hackernews_hiring_posts\")`.\r\n\r\nThe previous problems were from calling `all_datasets.save_to_disk` and then pushing with `my_repo.git_add` and `my_repo.push_to_hub`.\r\n" ]
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3,392
false
method to select columns
**Is your feature request related to a problem? Please describe.** * There is currently no way to select some columns of a dataset. In pandas, one can use `df[['col1', 'col2']]` to select columns, but in `datasets`, it results in error. **Describe the solution you'd like** * A new method that can be used to cr...
https://github.com/huggingface/datasets/issues/3391
[ "duplicate of #2655" ]
null
3,391
false
Loading dataset throws "KeyError: 'Field "builder_name" does not exist in table schema'"
## Describe the bug I have prepared dataset to datasets and now I am trying to load it back Finnish-NLP/voxpopuli_fi I get "KeyError: 'Field "builder_name" does not exist in table schema'" My dataset folder and files should be like @patrickvonplaten has here https://huggingface.co/datasets/flax-community/german-c...
https://github.com/huggingface/datasets/issues/3390
[ "Got solved it with push_to_hub, closing" ]
null
3,390
false
Add EDGAR
## Adding a Dataset - **Name:** EDGAR Database - **Description:** https://www.sec.gov/edgar/about EDGAR, the Electronic Data Gathering, Analysis, and Retrieval system, is the primary system for companies and others submitting documents under the Securities Act of 1933, the Securities Exchange Act of 1934, the Trust I...
https://github.com/huggingface/datasets/issues/3389
[ "cc @juliensimon ", "Datasets are not tracked in this repository anymore. But you can make your own dataset in the huggingface hub" ]
null
3,389
false
Fix flaky test of the temporary directory used by load_from_disk
The test is flaky, here is an example of random CI failure: https://github.com/huggingface/datasets/commit/73ed6615b4b3eb74d5311684f7b9e05cdb76c989 I fixed that by not checking the content of the random part of the temporary directory name
https://github.com/huggingface/datasets/pull/3388
[ "CI failed because of a server error - merging" ]
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3,388
true
Create Language Modeling task
Create Language Modeling task to be able to specify the input "text" column in a dataset. This can be useful for datasets which are not exclusively used for language modeling and have more than one column: - for text classification datasets (with columns "review" and "rating", for example), the Language Modeling ta...
https://github.com/huggingface/datasets/pull/3387
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3,387
true
Fix typos in dataset cards
This PR: - Fix typos in dataset cards - Fix Papers With Code ID for: - Bilingual Corpus of Arabic-English Parallel Tweets - Tweets Hate Speech Detection - Add pretty name tags
https://github.com/huggingface/datasets/pull/3386
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3,386
true
None batched `with_transform`, `set_transform`
**Is your feature request related to a problem? Please describe.** A `torch.utils.data.Dataset.__getitem__` operates on a single example. But 🤗 `Datasets.with_transform` doesn't seem to allow non-batched transform. **Describe the solution you'd like** Have a `batched=True` argument in `Datasets.with_transfor...
https://github.com/huggingface/datasets/issues/3385
[ "Hi ! Thanks for the suggestion :)\r\nIt makes sense to me, and it can surely be implemented by wrapping the user's function to make it a batched function. However I'm not a big fan of the inconsistency it would create with `map`: `with_transform` is batched by default while `map` isn't.\r\n\r\nIs there something y...
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3,385
false
Adding mMARCO dataset
We are adding mMARCO dataset to HuggingFace datasets repo. This way, all the languages covered in the translation are available in a easy way.
https://github.com/huggingface/datasets/pull/3384
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3,384
true
add Georgian data in cc100.
update cc100 dataset to support loading Georgian (ka) data which is originally available in CC100 dataset source. All tests are passed. Dummy data generated. metadata generated.
https://github.com/huggingface/datasets/pull/3383
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3,383
true
#3337 Add typing overloads to Dataset.__getitem__ for mypy
Add typing overloads to Dataset.__getitem__ for mypy Fixes #3337 **Iterable** Iterable from `collections` cannot have a type, so you can't do `Iterable[int]` for example. `typing` has a Generic version that builds upon the one from `collections`. **Flake8** I had to add `# noqa: F811`, this is a bug from Fl...
https://github.com/huggingface/datasets/pull/3382
[ "Locally the `make quality` passes with the same dependencies. I would suggest upgrading flake8. (I can take care of it in another PR)\r\ncc @lhoestq ", "Thank you for fixing flake8! I think we are ready to merge then. " ]
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3,382
true
Unable to load audio_features from common_voice dataset
## Describe the bug I am not able to load audio features from common_voice dataset ## Steps to reproduce the bug ``` from datasets import load_dataset import torchaudio test_dataset = load_dataset("common_voice", "hi", split="test[:2%]") resampler = torchaudio.transforms.Resample(48_000, 16_000) def spe...
https://github.com/huggingface/datasets/issues/3381
[ "Hi ! Feel free to access `batch[\"audio\"][\"array\"]` and `batch[\"audio\"][\"sampling_rate\"]` instead\r\n\r\n`datasets` 1.16 introduced some changes in `common_voice` and now the `path` field is no longer a path to a local file (but rather the path to the file in the archive it's extracted from)", "Thanks for...
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false
[Quick poll] Give your opinion on the future of the Hugging Face Open Source ecosystem!
Thanks to all of you, `datasets` will pass 11.5k stars :star2: this week! If you have a couple of minutes and want to participate in shaping the future of the ecosystem, please share your thoughts: [**hf.co/oss-survey**](https://hf.co/oss-survey) (please reply in the above feedback form rather than to this th...
https://github.com/huggingface/datasets/issues/3380
[]
null
3,380
false
iter_archive on zipfiles with better compression type check
Hello @lhoestq , thank you for your detailed answer on previous PR ! I made this new PR because I misused git on the previous one #3347. Related issue #3272. # Comments : * For extension check I used the `_get_extraction_protocol` function in **download_manager.py** with a slight change and called it `_get_e...
https://github.com/huggingface/datasets/pull/3379
[ "Hello @lhoestq, thank you for your answer.\r\n\r\nI don't use pytest a lot so I think I might need some help on it :) but I tried some tests for `streaming_download_manager.py` only. I don't know how to test `download_manager.py` since we need to use local files.\r\n\r\n# Comments : \r\n* In **download_manager.py*...
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3,379
true
Add The Pile subsets
Add The Pile subsets: - pubmed - ubuntu_irc - europarl - hacker_news - nih_exporter Close bigscience-workshop/data_tooling#301. CC: @StellaAthena
https://github.com/huggingface/datasets/pull/3378
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3,378
true
COCO 🥥 on the 🤗 Hub?
This is a draft PR since I ran into few small problems. I referred to this TFDS code: https://github.com/tensorflow/datasets/blob/2538a08c184d53b37bfcf52cc21dd382572a88f4/tensorflow_datasets/object_detection/coco.py cc: @mariosasko
https://github.com/huggingface/datasets/pull/3377
[ "@mariosasko I fixed couple of bugs", "TO-DO: \r\n- [x] Add unlabeled 2017 splits, train and validation splits of 2015\r\n- [x] Add Class Labels as list instead", "@mariosasko added fine & coarse grained labels, will fix the bugs (currently getting set up with VM, my internet is too slow to run the tests and do...
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3,377
true
Update clue benchmark
Fix #3374
https://github.com/huggingface/datasets/pull/3376
[ "The CI error is due to missing tags in the CLUE dataset card - merging !" ]
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3,376
true
Support streaming zipped dataset repo by passing only repo name
Proposed solution: - I have added the method `iter_files` to DownloadManager and StreamingDownloadManager - I use this in modules: "csv", "json", "text" - I test for CSV/JSONL/TXT zipped (and non-zipped) files, both in streaming and non-streaming modes Fix #3373.
https://github.com/huggingface/datasets/pull/3375
[ "I just tested and I think this only opens one file ? If there are several files in the ZIP, only the first one is opened. To open several files from a ZIP, one has to call `open` several times.\r\n\r\nWhat about updating the CSV loader to make it `download_and_extract` zip files, and open each extracted file ?", ...
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3,375
true
NonMatchingChecksumError for the CLUE:cluewsc2020, chid, c3 and tnews
Hi, it seems like there are updates in cluewsc2020, chid, c3 and tnews, since i could not load them due to the checksum error.
https://github.com/huggingface/datasets/issues/3374
[ "Seems like the issue still exists,:\r\n`Downloading and preparing dataset clue/chid (download: 127.15 MiB, generated: 259.71 MiB, post-processed: Unknown size, total: 386.86 MiB) to /mnt/cache/tanhaochen/.cache/huggingface/datasets/clue/chid/1.0.0/e55b490cb7809dcd8db31b9a87119f2e2ec87cdc060da8a9ac070b070ca3e379......
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3,374
false
Support streaming zipped CSV dataset repo by passing only repo name
Given a community 🤗 dataset repository containing only a zipped CSV file (only raw data, no loading script), I would like to load it in streaming mode without passing `data_files`: ``` ds_name = "bigscience-catalogue-data/vietnamese_poetry_from_fsoft_ai_lab" ds = load_dataset(ds_name, split="train", streaming=True,...
https://github.com/huggingface/datasets/issues/3373
[]
null
3,373
false
[SEO improvement] Add Dataset Metadata to make datasets indexable
Some people who host datasets on github seem to include a table of metadata at the end of their README.md to make the dataset indexable by [Google Dataset Search](https://datasetsearch.research.google.com/) (See [here](https://github.com/google-research/google-research/tree/master/goemotions#dataset-metadata) and [here...
https://github.com/huggingface/datasets/issues/3372
[]
null
3,372
false
New: Americas NLI dataset
This PR adds the [Americas NLI](https://arxiv.org/abs/2104.08726) dataset, extension of XNLI to 10 low-resource indigenous languages spoken in the Americas: Ashaninka, Aymara, Bribri, Guarani, Nahuatl, Otomi, Quechua, Raramuri, Shipibo-Konibo, and Wixarika. One odd thing (not sure) is that I had to set `datasets-...
https://github.com/huggingface/datasets/pull/3371
[]
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3,371
true
Document a training loop for streaming dataset
I added some docs about streaming dataset. In particular I added two subsections: - one on how to use `map` for preprocessing - one on how to use a streaming dataset in a pytorch training loop cc @patrickvonplaten @stevhliu if you have some comments cc @Rocketknight1 later we can add the one for TF and I might ne...
https://github.com/huggingface/datasets/pull/3370
[]
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3,370
true
[Audio] Allow resampling for audio datasets in streaming mode
Many audio datasets like Common Voice always need to be resampled. This can very easily be done in non-streaming mode as follows: ```python from datasets import load_dataset ds = load_dataset("common_voice", "ab", split="test") ds = ds.cast_column("audio", Audio(sampling_rate=16_000)) ``` However in strea...
https://github.com/huggingface/datasets/issues/3369
[ "This requires implementing `cast_column` for iterable datasets, it could be a very nice addition !\r\n\r\n<s>It can also be useful to be able to disable the audio/image decoding for the dataset viewer (see PR https://github.com/huggingface/datasets/pull/3430) cc @severo </s>\r\nEDIT: actually following https://git...
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3,369
false
Fix dict source_datasets tagset validator
Currently, the `source_datasets` tag validation does not support passing a dict with configuration keys. This PR: - Extends `tagset_validator` to support regex tags - Uses `tagset_validator` to validate dict `source_datasets`
https://github.com/huggingface/datasets/pull/3368
[]
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3,368
true
Fix typo in other-structured-to-text task tag
Fix typo in task tag: - `other-stuctured-to-text` (before) - `other-structured-to-text` (now)
https://github.com/huggingface/datasets/pull/3367
[]
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3,367
true
Add multimodal datasets
Epic issue to track the addition of multimodal datasets: - [ ] #2526 - [x] #1842 - [ ] #1810 Instructions to add a new dataset can be found [here](https://github.com/huggingface/datasets/blob/master/ADD_NEW_DATASET.md). @VictorSanh feel free to add and sort by priority any interesting dataset. I have added the...
https://github.com/huggingface/datasets/issues/3366
[]
null
3,366
false
Add task tags for multimodal datasets
## **Is your feature request related to a problem? Please describe.** Currently, task tags are either exclusively related to text or speech processing: - https://github.com/huggingface/datasets/blob/master/src/datasets/utils/resources/tasks.json ## **Describe the solution you'd like** We should also add tasks...
https://github.com/huggingface/datasets/issues/3365
[]
null
3,365
false
Use the Audio feature in the AutomaticSpeechRecognition template
This updates the ASR template and all supported datasets to use the `Audio` feature
https://github.com/huggingface/datasets/pull/3364
[ "Cool !\r\n\r\nI noticed that you removed the `audio_file_path_column` field of the template, note that you also have to update all the dataset_infos.json file that still contain this outdated field. For example in the common_voice you can find this:\r\n```\r\n\"task_templates\": [{\"task\": \"automatic-speech-reco...
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3,364
true
Update URL of Jeopardy! dataset
Updates the URL of the Jeopardy! dataset. Fix #3361
https://github.com/huggingface/datasets/pull/3363
[ "Closing this PR in favor of #3266.", "I think you should also close this branch" ]
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3,363
true
Adapt image datasets
This PR: * adapts the ImageClassification template to use the new Image feature * adapts the following datasets to use the new Image feature: * beans (+ fixes streaming) * cast_vs_dogs (+ fixes streaming) * cifar10 * cifar100 * fashion_mnist * mnist * head_qa cc @nateraw
https://github.com/huggingface/datasets/pull/3362
[ "This PR can be merged after #3163 is merged (this PR is pretty big because I was working on the forked branch).\r\n\r\n@lhoestq @albertvillanova Could you please take a look at the changes in `src/datasets/utils/streaming_download_manager.py`? These changes were required to support streaming of the `cats_vs_dogs` ...
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3,362
true
Jeopardy _URL access denied
## Describe the bug http://skeeto.s3.amazonaws.com/share/JEOPARDY_QUESTIONS1.json.gz returns Access Denied now. However, https://drive.google.com/file/d/0BwT5wj_P7BKXb2hfM3d2RHU1ckE/view?usp=sharing from the original Reddit post https://www.reddit.com/r/datasets/comments/1uyd0t/200000_jeopardy_questions_in_a_json_f...
https://github.com/huggingface/datasets/issues/3361
[ "Just a side note: duplicate #3264" ]
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3,361
false
Add The Pile USPTO subset
Add: - USPTO subset of The Pile: "uspto" config Close bigscience-workshop/data_tooling#297. CC: @StellaAthena
https://github.com/huggingface/datasets/pull/3360
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3,360
true
Add The Pile Free Law subset
Add: - Free Law subset of The Pile: "free_law" config Close bigscience-workshop/data_tooling#75. CC: @StellaAthena
https://github.com/huggingface/datasets/pull/3359
[ "@albertvillanova Is there a specific reason you’re adding the Pile under “the” instead of under “pile”? That does not appear to be consistent with other datasets.", "Hi @StellaAthena,\r\n\r\nI asked myself the same question, but at the end I decided to be consistent with previously added Pile subsets:\r\n- #2817...
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3,359
true
add new field, and get errors
after adding new field **tokenized_examples["example_id"]**, and get errors below, I think it is due to changing data to tensor, and **tokenized_examples["example_id"]** is string list **all fields** ``` ***************** train_dataset 1: Dataset({ features: ['attention_mask', 'end_positions', 'example_id', '...
https://github.com/huggingface/datasets/issues/3358
[ "Hi, \r\n\r\ncould you please post this question on our [Forum](https://discuss.huggingface.co/) as we keep issues for bugs and feature requests? ", "> Hi,\r\n> \r\n> could you please post this question on our [Forum](https://discuss.huggingface.co/) as we keep issues for bugs and feature requests?\r\n\r\nok." ]
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3,358
false
Update languages in aeslc dataset card
After having worked a bit with the dataset. As far as I know, it is solely in English (en-US). There are only a few mails in Spanish, French or German (less than a dozen I would estimate).
https://github.com/huggingface/datasets/pull/3357
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3,357
true
to_tf_dataset() refactor
This is the promised cleanup to `to_tf_dataset()` now that the course is out of the way! The main changes are: - A collator is always required (there was way too much hackiness making things like labels work without it) - Lots of cleanup and a lot of code moved to `_get_output_signature` - Should now handle it gra...
https://github.com/huggingface/datasets/pull/3356
[ "Also, please don't merge yet - I need to make sure all the code samples and notebooks have a collate_fn specified, since we're removing the ability for this method to work without one!", "Hi @lhoestq @mariosasko, the other PRs this was depending on in Transformers and huggingface/notebooks are now merged, so thi...
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3,356
true
Extend support for streaming datasets that use pd.read_excel
This PR fixes error: ``` ValueError: Cannot seek streaming HTTP file ``` CC: @severo
https://github.com/huggingface/datasets/pull/3355
[ "TODO in the future: https://github.com/huggingface/datasets/pull/3355#discussion_r761138011\r\n- If we finally find a use case where the `pd.read_excel()` can work in streaming mode (using fsspec), that is, without using the `.read()`, I propose to try this first, catch the ValueError and then try with `.read`, bu...
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3,355
true
Remove duplicate name from dataset cards
Remove duplicate name from dataset card for: - ajgt_twitter_ar - emotone_ar
https://github.com/huggingface/datasets/pull/3354
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3,354
true
add one field "example_id", but I can't see it in the "comput_loss" function
Hi, I add one field **example_id**, but I can't see it in the **comput_loss** function, how can I do this? below is the information of inputs ``` *********************** inputs: {'attention_mask': tensor([[1, 1, 1, ..., 0, 0, 0], [1, 1, 1, ..., 0, 0, 0], [1, 1, 1, ..., 0, 0, 0], ..., ...
https://github.com/huggingface/datasets/issues/3353
[ "Hi ! Your function looks fine, I used to map `squad` locally and it indeed added the `example_id` field correctly.\r\n\r\nHowever I think that in the `compute_loss` method only a subset of the fields are available: the model inputs. Since `example_id` is not a model input (it's not passed as a parameter to the mod...
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3,353
false
Make LABR dataset streamable
Fix LABR dataset to make it streamable. Related to: #3350.
https://github.com/huggingface/datasets/pull/3352
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3,352
true
Add VCTK dataset
Fixes #1837.
https://github.com/huggingface/datasets/pull/3351
[ "Hello @patrickvonplaten, I hope it's okay to ping you with a (dumb) question!\r\n\r\nI've been trying to get `dl_manager.download_and_extract(_DL_URL)` to work with no avail. I verified that this is a problem on two different machines (lab server, GCP), so I doubt it's an issue with network connectivity. Here is t...
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3,351
true
Avoid content-encoding issue while streaming datasets
This PR will fix streaming of datasets served with gzip content-encoding: ``` ClientPayloadError: 400, message='Can not decode content-encoding: gzip' ``` Fix #2918. CC: @severo
https://github.com/huggingface/datasets/pull/3350
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3,350
true
raise exception instead of using assertions.
fix for the remaining files https://github.com/huggingface/datasets/issues/3171
https://github.com/huggingface/datasets/pull/3349
[ "@mariosasko - Thanks for the review & suggestions. Updated as per the suggestions. ", "@mariosasko - Hello, Are there any additional changes required from my end??. Wondering if this PR can be merged or still pending on additional steps.", "@mariosasko - The approved changes in the PR now has conflicts with th...
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3,349
true
BLEURT: Match key names to correspond with filename
In order to properly locate downloaded ckpt files key name needs to match filename. Correcting change introduced in #3235
https://github.com/huggingface/datasets/pull/3348
[ "Thanks for the suggestion! I think the current checked-in `CHECKPOINT_URLS` is already not working. I believe anyone who tried using the new ckpts (`BLEURT-20-X`) can't unless this fix is in. The zip file from bleurt side unzips to directory name matching the filename (capitalized for new ones). For example withou...
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3,348
true