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https://api.github.com/repos/huggingface/datasets/issues/6307
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1,946,414,808
PR_kwDODunzps5c9s0j
6,307
Fix typo in code example in docs
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-10-17T02:28:50Z
2023-10-17T12:59:26Z
2023-10-17T06:36:19Z
CONTRIBUTOR
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I_kwDODunzps5vS0I7
6,182
Loading Meteor metric in HF evaluate module crashes due to datasets import issue
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[ "Our minimal Python version requirement is 3.8, so we dropped `importlib_metadata`. \r\n\r\nFeel free to open a PR in the `evaluate` repo to replace the problematic import with\r\n```python\r\nif PY_VERSION < version.parse(\"3.8\"):\r\n import importlib_metadata\r\nelse:\r\n import importlib.metadata as impor...
2023-08-25T14:54:06Z
2023-09-04T16:41:11Z
2023-08-31T14:38:23Z
NONE
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### Describe the bug When using python3.9 and ```evaluate``` module loading Meteor metric crashes at a non-existent import from ```datasets.config``` in ```datasets v2.14``` ### Steps to reproduce the bug ``` from evaluate import load meteor = load("meteor") ``` produces the following error: ``` from d...
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Deprecate num_proc parameter in DownloadManager.extract
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Hey @mariosasko . Can you please help me with why the tests keep failing. I have reviewed the code changes multiple times but can't spot any mistakes. ", "You can fix this failure by formatting your code with the `make style` comm...
2022-10-20T09:52:52Z
2022-10-25T18:06:56Z
2022-10-25T15:56:45Z
CONTRIBUTOR
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fixes #5132 : Deprecated the `num_proc` parameter in `DownloadManager.extract` by passing `num_proc` parameter to `map_nested` .
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https://api.github.com/repos/huggingface/datasets/issues/7437
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Use pyupgrade --py39-plus for remaining files
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2025-03-06T02:12:25Z
2025-04-15T14:47:54Z
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This work follows #7428. And "requires-python" is set in pyproject.toml
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https://api.github.com/repos/huggingface/datasets/issues/6181
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6,181
Fix import in `image_load` doc
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-08-25T13:12:19Z
2023-08-25T16:12:46Z
2023-08-25T16:02:24Z
COLLABORATOR
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Reported on [Discord](https://discord.com/channels/879548962464493619/1144295822209581168/1144295822209581168)
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6,500
Enable setting config as default when push_to_hub
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6500). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "This is ready for review @huggingface/datasets. ", "Also what if the config is being ...
2023-12-15T09:17:41Z
2023-12-18T11:56:11Z
2023-12-18T11:50:03Z
MEMBER
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Fix #6497.
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7,513
MemoryError while creating dataset from generator
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[ "Upd: created a PR that can probably solve the problem: #7514", "Hi ! We need to take the generator into account for the cache. The generator is hashed to make the dataset fingerprint used by the cache. This way you can reload the Dataset from the cache without regenerating in subsequent `from_generator` calls.\n...
2025-04-15T01:02:02Z
2025-04-23T19:37:08Z
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### Describe the bug # TL:DR `Dataset.from_generator` function passes all of its arguments to `BuilderConfig.create_config_id`, including `generator` function itself. `BuilderConfig.create_config_id` function tries to hash all the args, which can take a large amount of time or even cause MemoryError if the dataset pr...
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https://api.github.com/repos/huggingface/datasets/issues/6631
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Fix filelock: use current umask for filelock >= 3.10
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2024-01-30T12:56:01Z
2024-01-30T15:34:49Z
2024-01-30T15:28:37Z
MEMBER
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reported in https://github.com/huggingface/evaluate/issues/542 cc @stas00 @williamberrios close https://github.com/huggingface/datasets/issues/6589
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feat: Return the name of the currently loaded file
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[ "Your change adds a new element in the key used to avoid duplicates when generating the examples of a dataset. I don't think it fixes the issue you're trying to solve." ]
2023-08-23T07:08:17Z
2023-08-29T12:41:05Z
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Added an optional parameter return_file_name in the load_dataset function. When it is set to True, the function will include the name of the file corresponding to the current line as a feature in the returned output. I added this here https://github.com/huggingface/datasets/blob/main/src/datasets/packaged_modules/js...
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ConnectionError for gated datasets and unauthenticated users
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Since the Hub returns dataset info for gated datasets and unauthenticated users, there is dead code: https://github.com/huggingface/datasets/blob/98fdc9e78e6d057ca66e58a37f49d6618aab8130/src/datasets/load.py#L1846-L1852 We should remove the dead code and properly handle this case: currently we are raising a `Connect...
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1,781,851,513
I_kwDODunzps5qNOV5
5,999
Getting a 409 error while loading xglue dataset
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[ "Thanks for reporting, @Praful932.\r\n\r\nLet's continue the conversation on the Hub: https://huggingface.co/datasets/xglue/discussions/5" ]
2023-06-30T04:13:54Z
2023-06-30T05:57:23Z
2023-06-30T05:57:22Z
NONE
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### Describe the bug Unable to load xglue dataset ### Steps to reproduce the bug ```python import datasets dataset = datasets.load_dataset("xglue", "ntg") ``` > ConnectionError: Couldn't reach https://xglue.blob.core.windows.net/xglue/xglue_full_dataset.tar.gz (error 409) ### Expected behavior Expected the...
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1,652,183,611
I_kwDODunzps5ielI7
5,698
Add Qdrant as another search index
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[ "@mariosasko I'd appreciate your feedback on this. " ]
2023-04-03T14:25:19Z
2023-04-11T10:28:40Z
null
CONTRIBUTOR
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### Feature request I'd suggest adding Qdrant (https://qdrant.tech) as another search index available, so users can directly build an index from a dataset. Currently, FAISS and ElasticSearch are only supported: https://huggingface.co/docs/datasets/faiss_es ### Motivation ElasticSearch is a keyword-based search syst...
null
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6,851
load_dataset('emotion') UnicodeDecodeError
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[ "I met the same problem, here is my code:\r\n```\r\nfrom datasets import load_dataset\r\n\r\nds_name = \"togethercomputer/RedPajama-Data-1T\"\r\nds = load_dataset(ds_name, download_mode=DownloadMode.FORCE_REDOWNLOAD)\r\n```\r\nAnd output error is:\r\n```\r\nTraceback (most recent call last):\r\n File \"/home/yator...
2024-04-30T09:25:01Z
2024-09-05T03:11:04Z
null
NONE
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### Describe the bug **emotions = load_dataset('emotion')** _UnicodeDecodeError: 'utf-8' codec can't decode byte 0x8b in position 1: invalid start byte_ ### Steps to reproduce the bug load_dataset('emotion') ### Expected behavior succese ### Environment info py3.10 transformers 4.41.0.dev0 datasets 2....
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1,566,604,216
I_kwDODunzps5dYHu4
5,492
Push_to_hub in a pull request
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[ "Assigned to myself and will get to it in the next week, but if someone finds this issue annoying and wants to submit a PR before I do, just ping me here and I'll reassign :). ", "I would like to be assigned to this issue, @nateraw . #self-assign" ]
2023-02-01T18:32:14Z
2023-10-16T13:30:48Z
2023-10-16T13:30:48Z
MEMBER
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Right now `ds.push_to_hub()` can push a dataset on `main` or on a new branch with `branch=`, but there is no way to open a pull request. Even passing `branch=refs/pr/x` doesn't seem to work: it tries to create a branch with that name cc @nateraw It should be possible to tweak the use of `huggingface_hub` in `pus...
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1,855,794,354
PR_kwDODunzps5YM0g7
6,161
Fix protocol prefix for Beam
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-08-17T22:40:37Z
2024-03-18T17:01:21Z
2024-03-18T17:01:21Z
COLLABORATOR
null
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Fix #6147
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6,606
Dedicated RNG object for fingerprinting
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6606). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-01-19T18:34:47Z
2024-01-26T15:11:38Z
2024-01-26T15:05:34Z
COLLABORATOR
null
null
null
Closes https://github.com/huggingface/datasets/issues/6604, closes https://github.com/huggingface/datasets/issues/2775
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fixed typo in comment
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-07-13T22:49:57Z
2023-07-14T14:21:58Z
2023-07-14T14:13:38Z
CONTRIBUTOR
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This mistake was a bit confusing, so I thought it was worth sending a PR over.
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Retrieve cached datasets that were pushed to hub when offline
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-11-29T16:56:15Z
2024-03-25T13:55:42Z
2024-03-25T13:55:42Z
MEMBER
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I drafted the logic to retrieve a no-script dataset in the cache. For example it can reload datasets that were pushed to hub if they exist in the cache. example: ```python >>> Dataset.from_dict({"a": [1, 2]}).push_to_hub("lhoestq/tmp") >>> load_dataset("lhoestq/tmp") DatasetDict({ train: Dataset({ ...
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6,778
Dataset.to_csv() missing commas in columns with lists
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[ "Hello!\r\n\r\nThis is due to how pandas write numpy arrays to csv. [Source](https://stackoverflow.com/questions/54753179/to-csv-saves-np-array-as-string-instead-of-as-a-list)\r\nTo fix this, you can convert them to list yourselves.\r\n\r\n```python\r\ndf = ds.to_pandas()\r\ndf['int'] = df['int'].apply(lambda arr: ...
2024-04-04T16:46:13Z
2024-04-08T15:24:41Z
null
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### Describe the bug The `to_csv()` method does not output commas in lists. So when the Dataset is loaded back in the data structure of the column with a list is not correct. Here's an example: Obviously, it's not as trivial as inserting commas in the list, since its a comma-separated file. But hopefully there...
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2,228,179,466
I_kwDODunzps6Ez1IK
6,783
AttributeError: module 'numpy' has no attribute 'object'. in Kaggle Notebook
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[ "Hi! You can fix this by updating the `datasets` package with `pip install -U datasets` and restarting the notebook.\r\n", "Kaggle removed the problematic `datasets==2.1.0` pin last week, so I'm closing this issue (now it pre-installs the latest version)." ]
2024-04-05T14:31:48Z
2024-04-11T17:18:53Z
2024-04-11T17:18:53Z
NONE
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### Describe the bug # problem I can't resample audio dataset in Kaggle Notebook. It looks like some code in `datasets` library use aliases that were deprecated in NumPy 1.20. ## code for resampling ``` from datasets import load_dataset, Audio from transformers import AutoFeatureExtractor from transformers imp...
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5,301
Return a split Dataset in load_dataset
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5301). All of your documentation changes will be reflected on that endpoint.", "Just noticed that now we have to deal with indexed & split datasets. The remaining tests are failing because one should be able to get an indexed d...
2022-11-25T16:35:54Z
2023-09-24T10:06:15Z
2023-02-21T13:13:13Z
MEMBER
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...instead of a DatasetDict. ```python # now supported ds = load_dataset("squad") ds[0] for example in ds: pass # still works ds["train"] ds["validation"] # new ds.splits # Dict[str, Dataset] | None # soon to be supported (not in this PR) ds = load_dataset("dataset_with_no_splits") ds[0] f...
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https://api.github.com/repos/huggingface/datasets/issues/5577
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1,598,587,665
I_kwDODunzps5fSIMR
5,577
Cannot load `the_pile_openwebtext2`
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[ "Hi! I've merged a PR to use `int32` instead of `int8` for `reddit_scores`, so it should work now.\r\n\r\n" ]
2023-02-24T13:01:48Z
2023-02-24T14:01:09Z
2023-02-24T14:01:09Z
NONE
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### Describe the bug I met the same bug mentioned in #3053 which is never fixed. Because several `reddit_scores` are larger than `int8` even `int16`. https://huggingface.co/datasets/the_pile_openwebtext2/blob/main/the_pile_openwebtext2.py#L62 ### Steps to reproduce the bug ```python3 from datasets import load...
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6,712
fix CastError pickling
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6712). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-03-04T11:14:18Z
2024-03-04T20:23:47Z
2024-03-04T20:17:17Z
MEMBER
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reported in https://discuss.huggingface.co/t/datasetdict-save-to-disk-with-num-proc-1-seems-to-hang-with-error/75595
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1,441,254,194
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5,218
Delta Tables usage using Datasets Library
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2022-11-09T02:42:18Z
2022-11-09T02:42:36Z
2022-11-09T02:42:36Z
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### Feature request Adding compatibility of Datasets library with Delta Format. Elevating the utilities of Datasets library from Machine Learning Scope to Data Engineering Scope as well. ### Motivation We know datasets library can absorb csv, json, parquet, etc. file formats but it would be great if Datasets library...
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7,518
num_proc parallelization works only for first ~10s.
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[ "Hi, can you check if the processes are still alive ? It's a bit weird because `datasets` does check if processes crash and return an error in that case", "Thank you for reverting quickly. I digged a bit, and realized my disk's IOPS is also limited - which is causing this. will check further and report if it's an...
2025-04-15T11:44:03Z
2025-04-15T13:12:13Z
null
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### Describe the bug When I try to load an already downloaded dataset with num_proc=64, the speed is very high for the first 10-20 seconds acheiving 30-40K samples / s, and 100% utilization for all cores but it soon drops to <= 1000 with almost 0% utilization for most cores. ### Steps to reproduce the bug ``` // do...
null
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PR_kwDODunzps4_3uzy
5,043
Fix `flatten_indices` with empty indices mapping
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-09-29T16:17:28Z
2022-09-30T15:46:39Z
2022-09-30T15:44:25Z
COLLABORATOR
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Fix #5038
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Release: 2.14.5
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2023-09-06T15:17:10Z
2023-09-06T15:46:20Z
2023-09-06T15:18:51Z
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[Audio] Soundfile/libsndfile requirements too stringent for decoding mp3 files
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[ "cc @polinaeterna @lhoestq ", "@sanchit-gandhi can you please also post the logs of `pip install soundfile==0.12.1`? To check what wheel is being installed or if it's being built from source (I think it's the latter case). \r\nRequired `libsndfile` binary **should** be bundeled with `soundfile` wheel but I assume...
2023-03-22T10:07:33Z
2024-07-12T01:35:01Z
2023-04-07T08:51:28Z
CONTRIBUTOR
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### Describe the bug I'm encountering several issues trying to load mp3 audio files using `datasets` on a TPU v4. The PR https://github.com/huggingface/datasets/pull/5573 updated the audio loading logic to rely solely on the `soundfile`/`libsndfile` libraries for loading audio samples, regardless of their file t...
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1,306,958,380
I_kwDODunzps5N5pos
4,694
Distributed data parallel training for streaming datasets
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[ "Hi ! According to https://huggingface.co/docs/datasets/use_with_pytorch#stream-data you can use the pytorch DataLoader with `num_workers>0` to distribute the shards across your workers (it uses `torch.utils.data.get_worker_info()` to get the worker ID and select the right subsets of shards to use)\r\n\r\n<s> EDIT:...
2022-07-17T01:29:43Z
2023-04-26T18:21:09Z
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### Feature request Any documentations for the the `load_dataset(streaming=True)` for (multi-node multi-GPU) DDP training? ### Motivation Given a bunch of data files, it is expected to split them onto different GPUs. Is there a guide or documentation? ### Your contribution Does it requires manually spli...
null
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https://api.github.com/repos/huggingface/datasets/issues/7512
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2,994,043,544
I_kwDODunzps6ydXqY
7,512
.map() fails if function uses pyvista
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[ "I found a similar (?) issue in https://github.com/huggingface/datasets/issues/6435, where someone had issues with forks and CUDA. According to https://huggingface.co/docs/datasets/main/en/process#multiprocessing we should do \n\n```\nfrom multiprocess import set_start_method\nset_start_method(\"spawn\")\n```\n\nto...
2025-04-14T19:43:02Z
2025-04-14T20:01:53Z
null
NONE
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### Describe the bug Using PyVista inside a .map() produces a crash with `objc[78796]: +[NSResponder initialize] may have been in progress in another thread when fork() was called. We cannot safely call it or ignore it in the fork() child process. Crashing instead. Set a breakpoint on objc_initializeAfterForkError to ...
null
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https://api.github.com/repos/huggingface/datasets/issues/7406
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2,856,441,206
I_kwDODunzps6qQdV2
7,406
Adding Core Maintainer List to CONTRIBUTING.md
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[ "@lhoestq", "there is no per-module maintainer and the list is me alone nowadays ^^'", "@lhoestq \nOh... I feel for you. \nWhat are your criteria for choosing a core maintainer? \nIt seems like it's too much work for you to manage all this code by yourself.\n\nAlso, if you don't mind, can you check this PR for ...
2025-02-17T00:32:40Z
2025-03-24T10:57:54Z
2025-03-24T10:57:54Z
CONTRIBUTOR
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### Feature request I propose adding a core maintainer list to the `CONTRIBUTING.md` file. ### Motivation The Transformers and Liger-Kernel projects maintain lists of core maintainers for each module. However, the Datasets project doesn't have such a list. ### Your contribution I have nothing to add here.
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1,825,865,043
I_kwDODunzps5s1H1T
6,090
FilesIterable skips all the files after a hidden file
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[ "Thanks for reporting. We've merged a PR with a fix." ]
2023-07-28T07:25:57Z
2023-07-28T10:51:14Z
2023-07-28T10:50:11Z
NONE
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### Describe the bug When initializing `FilesIterable` with a list of file paths using `FilesIterable.from_paths`, it will discard all the files after a hidden file. The problem is in [this line](https://github.com/huggingface/datasets/blob/88896a7b28610ace95e444b94f9a4bc332cc1ee3/src/datasets/download/download_manag...
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6,944
Set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6944). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-06-03T05:29:59Z
2024-06-03T05:37:51Z
2024-06-03T05:31:47Z
MEMBER
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PR_kwDODunzps46YEEa
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Fix evaluation metadata for ncbi_disease
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[ "_The documentation is not available anymore as the PR was closed or merged._", "As discussed with @lewtun, we are closing this PR, because it requires first the task names to be aligned between AutoTrain and datasets." ]
2022-06-26T20:29:32Z
2023-09-24T09:35:07Z
2022-09-23T09:38:02Z
MEMBER
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This PR fixes the task in the evaluation metadata and removes the metrics info as we've decided this is not a great way to propagate this information downstream.
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https://api.github.com/repos/huggingface/datasets/issues/6508
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6,508
Read GeoParquet files using parquet reader
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6508). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Cool ! Do you mind writing a test using a geoparquet file in `tests/io/test_parquet.py`...
2023-12-18T04:50:37Z
2024-01-26T18:22:35Z
2024-01-26T16:18:41Z
CONTRIBUTOR
null
null
null
Let GeoParquet files with the file extension `*.geoparquet` or `*.gpq` be readable by the default parquet reader. Those two file extensions are the ones most commonly used for GeoParquet files, and is included in the `gpq` validator tool at https://github.com/planetlabs/gpq/blob/e5576b4ee7306b4d2259d56c879465a9364da...
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https://api.github.com/repos/huggingface/datasets/issues/4615
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1,291,307,428
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4,615
Fix `embed_storage` on features inside lists/sequences
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-07-01T11:52:08Z
2022-07-08T12:13:10Z
2022-07-08T12:01:36Z
COLLABORATOR
null
null
null
Add a dedicated function for embed_storage to always preserve the embedded/casted arrays (and to have more control over `embed_storage` in general). Fix #4591 ~~(Waiting for #4608 to be merged to mark this PR as ready for review - required for fixing `xgetsize` in private repos)~~ Done!
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https://api.github.com/repos/huggingface/datasets/issues/5197
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[zstd] Use max window log size
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[ "@albertvillanova Please take a review.", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5197). All of your documentation changes will be reflected on that endpoint." ]
2022-11-03T13:35:58Z
2022-11-03T13:45:19Z
null
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ZstdDecompressor has a parameter `max_window_size` to limit max memory usage when decompressing zstd files. The default `max_window_size` is not enough when files are compressed by `zstd --ultra` flags. Change `max_window_size` to the zstd's max window size. NOTE, the `zstd.WINDOWLOG_MAX` is the log_2 value of the m...
null
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2,916,235,092
I_kwDODunzps6t0jdU
7,449
Cannot load data with different schemas from different parquet files
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[ "Hi ! `load_dataset` expects all the data_files to have the same schema.\n\nMaybe you can try enforcing certain `features` using:\n\n```python\nfeatures = Features({\"conversations\": {'content': Value('string'), 'role': Value('string',)}})\nds = load_dataset(..., features=features)\n```", "Thanks! It works if I ...
2025-03-13T08:14:49Z
2025-03-17T07:27:48Z
2025-03-17T07:27:46Z
NONE
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### Describe the bug Cannot load samples with optional fields from different files. The schema cannot be correctly derived. ### Steps to reproduce the bug When I place two samples with an optional field `some_extra_field` within a single parquet file, it can be loaded via `load_dataset`. ```python import pandas as ...
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1,555,532,719
I_kwDODunzps5ct4uv
5,461
Discrepancy in `nyu_depth_v2` dataset
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[ "Ccing @dwofk (the author of `fast-depth`). \r\n\r\nThanks, @awsaf49 for reporting this. I believe this is because the NYU Depth V2 shipped from `fast-depth` is already preprocessed. \r\n\r\nIf you think it might be better to have the NYU Depth V2 dataset from BTS [here](https://huggingface.co/datasets/sayakpaul/ny...
2023-01-24T19:15:46Z
2023-02-06T20:52:00Z
null
CONTRIBUTOR
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### Describe the bug I think there is a discrepancy between depth map of `nyu_depth_v2` dataset [here](https://huggingface.co/docs/datasets/main/en/depth_estimation) and actual depth map. Depth values somehow got **discretized/clipped** resulting in depth maps that are different from actual ones. Here is a side-by-sid...
null
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1,574,177,320
PR_kwDODunzps5JbH-u
5,509
Add a static `__all__` to `__init__.py` for typecheckers
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5509). All of your documentation changes will be reflected on that endpoint.", "Hi! I've commented on the original issue to provide some context. Feel free to share your opinion there." ]
2023-02-07T11:42:40Z
2023-02-08T17:48:24Z
null
NONE
null
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This adds a static `__all__` field to `__init__.py`, allowing typecheckers to know which symbols are accessible from `datasets` at runtime. In particular [Pyright](https://github.com/microsoft/pylance-release/issues/2328#issuecomment-1029381258) seems to rely on this. At this point I have added all (modulo oversight) t...
null
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https://api.github.com/repos/huggingface/datasets/issues/5562
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5,562
Update csv.py
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Removed it :)", "Changed it :)", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_format...
2023-02-22T07:56:10Z
2023-02-23T11:07:49Z
2023-02-23T11:00:58Z
CONTRIBUTOR
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Removed mangle_dup_cols=True from BuilderConfig. It triggered following deprecation warning: /usr/local/lib/python3.8/dist-packages/datasets/download/streaming_download_manager.py:776: FutureWarning: the 'mangle_dupe_cols' keyword is deprecated and will be removed in a future version. Please take steps to stop the ...
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7,186
pinning `dill<0.3.9` without pinning `multiprocess`
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2024-10-01T22:29:32Z
2024-10-02T06:08:24Z
2024-10-02T06:08:24Z
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### Describe the bug The [latest `multiprocess` release](https://github.com/uqfoundation/multiprocess/releases/tag/0.70.17) requires `dill>=0.3.9` which causes issues when installing `datasets` without backtracking during package version resolution. Is it possible to add a pin for multiprocess so something like `multi...
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Support push_to_hub canonical datasets
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6519). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "nice catch @albertvillanova ", "@huggingface/datasets this PR is ready for review.", ...
2023-12-20T15:16:45Z
2023-12-21T14:48:20Z
2023-12-21T14:40:57Z
MEMBER
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Support `push_to_hub` canonical datasets. This is necessary in the Space to convert script-datasets to Parquet: https://huggingface.co/spaces/albertvillanova/convert-dataset-to-parquet Note that before this PR, the `repo_id` "dataset_name" was transformed to "user/dataset_name". This behavior was introduced by: ...
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5,482
Reload features from Parquet metadata
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[ "I'd be happy to have a look, if nobody else has started working on this yet @lhoestq. \r\n\r\nIt seems to me that for the `arrow` format features are currently attached as metadata [in `datasets.arrow_writer`](https://github.com/huggingface/datasets/blob/5f810b7011a8a4ab077a1847c024d2d9e267b065/src/datasets/arrow_...
2023-01-28T13:12:31Z
2023-02-12T15:57:02Z
2023-02-12T15:57:02Z
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The idea would be to allow this : ```python ds.to_parquet("my_dataset/ds.parquet") reloaded = load_dataset("my_dataset") assert ds.features == reloaded.features ``` And it should also work with Image and Audio types (right now they're reloaded as a dict type) This can be implemented by storing and reading th...
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Remove instructions for `ffmpeg` system package installation on Colab
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-02-21T15:13:36Z
2023-03-01T13:46:04Z
2023-02-23T13:50:27Z
CONTRIBUTOR
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Colab now has Ubuntu 20.04 which already has `ffmpeg` of required (>4) version.
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set dev version
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unsloth/DeepSeek-R1-Distill-Qwen-32B server error
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2025-04-15T09:26:53Z
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### Describe the bug hfhubhttperror: 500 server error: internal server error for url: https://huggingface.co/api/models/unsloth/deepseek-r1-distill-qwen-32b-bnb-4bit/commits/main (request id: root=1-67fe23fa-3a2150eb444c2a823c388579;de3aed68-c397-4da5-94d4-6565efd3b919) internal error - we're working hard to fix this ...
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Remove README link to deprecated Colab notebook
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2023-07-26T16:24:43Z
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2,213,440,804
PR_kwDODunzps5rENat
6,763
Fix issue with case sensitivity when loading dataset from local cache
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[ "I also need this feature for [\"Cnam-LMSSC/vibravox \"](https://huggingface.co/datasets/Cnam-LMSSC/vibravox)\r\n\r\n\r\nEDIT: Upgrading to `2.19.0` fixed my problem thanks to [this PR](https://github.com/huggingface/datasets/pull/6754)" ]
2024-03-28T14:52:35Z
2024-04-20T12:16:45Z
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When a dataset with upper-cases in its name is first loaded using `load_dataset()`, the local cache directory is created with all lowercase letters. However, upon subsequent loads, the current version attempts to locate the cache directory using the dataset's original name, which includes uppercase letters. This di...
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1,620,442,854
I_kwDODunzps5glf7m
5,631
Custom split names
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[ "Hi!\r\n\r\nYou can also use names other than \"train\", \"validation\" and \"test\". As an example, check the [script](https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/blob/e095840f23f3dffc1056c078c2f9320dad9ca74d/common_voice_11_0.py#L139) of the Common Voice 11 dataset. " ]
2023-03-12T17:21:43Z
2023-03-24T14:13:00Z
2023-03-24T14:13:00Z
NONE
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### Feature request Hi, I participated in multiple NLP tasks where there are more than just train, test, validation splits, there could be multiple validation sets or test sets. But it seems currently only those mentioned three splits supported. It would be nice to have the support for more splits on the hub. (curren...
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2,606,230,029
I_kwDODunzps6bV-oN
7,247
Adding column with dict struction when mapping lead to wrong order
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2024-10-22T18:55:11Z
2024-10-22T18:55:23Z
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### Describe the bug in `map()` function, I want to add a new column with a dict structure. ``` def map_fn(example): example['text'] = {'user': ..., 'assistant': ...} return example ``` However this leads to a wrong order `{'assistant':..., 'user':...}` in the dataset. Thus I can't concatenate two datasets ...
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1,824,896,761
I_kwDODunzps5sxbb5
6,084
Changing pixel values of images in the Winoground dataset
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2023-07-27T17:55:35Z
2023-07-27T17:55:35Z
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Hi, as I followed the instructions, with lasted "datasets" version: " from datasets import load_dataset examples = load_dataset('facebook/winoground', use_auth_token=<YOUR USER ACCESS TOKEN>) " I got slightly different datasets in colab and in my hpc environment. Specifically, the pixel values of images are slight...
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5,815
Easy way to create a Kaggle dataset from a Huggingface dataset?
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[ "Hi @hrbigelow , I'm no expert for such a question so I'll ping @lhoestq from the `datasets` library (also this issue could be moved there if someone with permission can do it :) )", "Hi ! Many datasets are made of several files, and how they are parsed often requires a python script. Because of that, datasets li...
2023-05-02T21:43:33Z
2023-07-26T16:13:31Z
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I'm not sure whether this is more appropriately addressed with HuggingFace or Kaggle. I would like to somehow directly create a Kaggle dataset from a HuggingFace Dataset. While Kaggle does provide the option to create a dataset from a URI, that URI must point to a single file. For example: ![image](https://user...
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2,856,366,207
I_kwDODunzps6qQLB_
7,404
Performance regression in `dataset.filter`
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[ "Thanks for reporting, I'll fix the regression today", "I just released `datasets` 3.3.1 with a fix, let me know if it's good now :)", "@lhoestq it fixed the issue.\n\nThis was (very) fast, thank you very much!" ]
2025-02-16T22:19:14Z
2025-02-17T17:46:06Z
2025-02-17T14:28:48Z
NONE
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### Describe the bug We're filtering dataset of ~1M (small-ish) records. At some point in the code we do `dataset.filter`, before (including 3.2.0) it was taking couple of seconds, and now it takes 4 hours. We use 16 threads/workers, and stack trace at them look as follows: ``` Traceback (most recent call last): Fi...
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6,370
TensorDataset format does not work with Trainer from transformers
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[ "I figured it out. I found that `Trainer` does not work with TensorDataset even though the document says it uses it. Instead, I ended up creating a dictionary and converting it to a dataset using `dataset.Dataset.from_dict()`.\r\n\r\nI will leave this post open for a while. If someone knows a better approach, pleas...
2023-11-01T10:09:54Z
2023-11-29T16:31:08Z
2023-11-29T16:31:08Z
NONE
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### Describe the bug The model was built to do fine tunning on BERT model for relation extraction. trainer.train() returns an error message ```TypeError: vars() argument must have __dict__ attribute``` when it has `train_dataset` generated from `torch.utils.data.TensorDataset` However, in the document, the req...
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4,676
Dataset.map gets stuck on _cast_to_python_objects
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[ "Are you able to reproduce this? My example is small enough that it should be easy to try.", "Hi! Thanks for reporting and providing a reproducible example. Indeed, by default, `datasets` performs an expensive cast on the values returned by `map` to convert them to one of the types supported by PyArrow (the under...
2022-07-12T15:09:58Z
2022-10-03T13:01:04Z
2022-10-03T13:01:03Z
NONE
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## Describe the bug `Dataset.map`, when fed a Huggingface Tokenizer as its map func, can sometimes spend huge amounts of time doing casts. A minimal example follows. Not all usages suffer from this. For example, I profiled the preprocessor at https://github.com/huggingface/notebooks/blob/main/examples/question_an...
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6,222
fix typo in Audio dataset documentation
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-09-06T23:17:24Z
2023-10-03T14:18:41Z
2023-09-07T15:39:09Z
CONTRIBUTOR
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There is a typo in the section of the documentation dedicated to creating an audio dataset. The Dataset is incorrectly suffixed with a `Config` https://huggingface.co/datasets/indonesian-nlp/librivox-indonesia/blob/main/librivox-indonesia.py#L59
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fix docstring code example for distributed shuffle
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7166). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-09-24T14:39:54Z
2024-09-24T14:42:41Z
2024-09-24T14:40:14Z
MEMBER
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close https://github.com/huggingface/datasets/issues/7163
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load_dataset possibly broken for gated datasets?
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[ "@BradleyHsu", "Btw, thanks very much for finding the hub rollback temporary fix and bringing the issue to our attention @KhoomeiK!", "I see the same issue when calling `load_dataset('poloclub/diffusiondb', 'large_random_1k')` with `datasets==2.7.1` and `huggingface-hub=0.11.0`. No issue with `datasets=2.6.1` a...
2022-11-21T21:59:53Z
2023-05-27T00:06:14Z
2022-11-28T02:50:42Z
CONTRIBUTOR
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### Describe the bug When trying to download the [winoground dataset](https://huggingface.co/datasets/facebook/winoground), I get this error unless I roll back the version of huggingface-hub: ``` [/usr/local/lib/python3.7/dist-packages/huggingface_hub/utils/_validators.py](https://localhost:8080/#) in validate_rep...
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set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7462). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-03-17T16:00:53Z
2025-03-17T16:03:31Z
2025-03-17T16:01:08Z
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CI is broken: No solution found when resolving dependencies
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2024-09-26T07:24:58Z
2024-09-26T08:05:41Z
2024-09-26T08:05:41Z
MEMBER
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See: https://github.com/huggingface/datasets/actions/runs/11046967444/job/30687294297 ``` Run uv pip install --system -r additional-tests-requirements.txt --no-deps × No solution found when resolving dependencies: ╰─▶ Because the current Python version (3.8.18) does not satisfy Python>=3.9 and torchdata=...
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Pin dill lower version
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-02-01T09:33:42Z
2023-02-02T07:48:09Z
2023-02-02T07:40:43Z
MEMBER
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Pin `dill` lower version compatible with `datasets`. Related to: - #5487 - #288 Note that the required `dill._dill` module was introduced in dill-2.8.0, however we have heuristically tested that datasets can only be installed with dill>=3.0.0 (otherwise pip hangs indefinitely while preparing metadata for multip...
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Update GLUE evaluation metadata
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2022-08-29T09:43:44Z
2022-08-29T14:53:29Z
2022-08-29T14:51:18Z
MEMBER
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This PR updates the evaluation metadata for GLUE to: * Include defaults for all configs except `ax` (which only has a `test` split with no known labels) * Fix the default split from `test` to `validation` since `test` splits in GLUE have no labels (they're private) * Fix the `task_id` for some existing defaults ...
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fix os.listdir return name is empty string
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2024-01-15T05:34:36Z
2024-01-24T10:08:29Z
2024-01-24T10:08:29Z
CONTRIBUTOR
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### Describe the bug xlistdir return name is empty string Overloaded os.listdir ### Steps to reproduce the bug ```python from datasets.download.streaming_download_manager import xjoin from datasets.download.streaming_download_manager import xlistdir config = DownloadConfig(storage_options=options) manger = Str...
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Improve `Create a dataset` tutorial
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[ "I can work on this. The link to the tutorial seems to be broken though @polinaeterna. ", "@isunitha98selvan would be great, thank you! which link are you talking about? I think it should work: https://huggingface.co/docs/datasets/create_dataset", "Hey I don't mind working on this issue. From my understanding, ...
2023-04-28T13:26:22Z
2024-07-26T21:16:13Z
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Our [tutorial on how to create a dataset](https://huggingface.co/docs/datasets/create_dataset) is a bit misleading. 1. In **Folder-based builders** section it says that we have two folder-based builders as standard builders, but we also have similar builders (that can be created from directory with data of required f...
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Update create image dataset docs
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2022-10-31T17:45:56Z
2022-11-02T17:15:22Z
2022-11-02T17:13:02Z
MEMBER
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Based on @osanseviero and community feedback, it wasn't super clear how to upload a dataset to the Hub after creating something like an image captioning dataset. This PR adds a brief section on how to upload the dataset with `push_to_hub`.
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Swap log messages for symbolic/hard links in tar extractor
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==6.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-01-23T07:53:38Z
2023-01-23T09:40:55Z
2023-01-23T08:31:17Z
MEMBER
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The log messages do not match their if-condition. This PR swaps them. Found while investigating: - #5441 CC: @lhoestq
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I_kwDODunzps5eL9T3
5,523
Checking that split name is correct happens only after the data is downloaded
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2023-02-10T19:13:03Z
2023-02-10T19:14:50Z
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CONTRIBUTOR
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### Describe the bug Verification of split names (=indexing data by split) happens after downloading the data. So when the split name is incorrect, users learn about that only after the data is fully downloaded, for large datasets it might take a lot of time. ### Steps to reproduce the bug Load any dataset with rand...
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4,677
Random 400 Client Error when pushing dataset
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[ "did you ever fix this? I'm experiencing the same", "I am having the same issue. Even the simple example from the documentation gives me the 400 Error\r\n\r\n\r\n> from datasets import load_dataset\r\n> \r\n> dataset = load_dataset(\"stevhliu/demo\")\r\n> dataset.push_to_hub(\"processed_demo\")\r\n\r\n\r\n`reques...
2022-07-12T15:56:44Z
2023-02-07T13:54:10Z
2023-02-07T13:54:10Z
NONE
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## Describe the bug When pushing a dataset, the client errors randomly with `Bad Request for url:...`. At the next call, a new parquet file is created for each shard. The client may fail at any random shard. ## Steps to reproduce the bug ```python dataset.push_to_hub("ORG/DATASET", private=True, branch="main") ...
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Implicit type conversion of lists in to_pandas
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[ "I think this behavior comes from PyArrow:\r\n```python\r\nimport pyarrow as pa\r\nt = pa.table({\"a\": [[0]]})\r\nt.to_pandas().a.values[0]\r\n# array([0])\r\n```\r\n\r\nI believe this has to do with zero-copy: you can get a pandas DataFrame without copying the buffers from arrow, and therefore end up with numpy a...
2022-11-09T08:40:18Z
2022-11-10T16:12:26Z
2022-11-10T16:12:26Z
CONTRIBUTOR
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### Describe the bug ``` ds = Dataset.from_list([{'a':[1,2,3]}]) ds.to_pandas().a.values[0] ``` Results in `array([1, 2, 3])` -- a rather unexpected conversion of types which made downstream tools expecting lists not happy. ### Steps to reproduce the bug See snippet ### Expected behavior Keep the original typ...
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Unable to download dataset using Azure Data Lake Gen 2
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[ "Hi ! From the `adlfs` docs, there are two filesystems you can use:\r\n> To use the Gen1 filesystem:\r\n> - known_implementations[‘adl’] = {‘class’: ‘adlfs.AzureDatalakeFileSystem’}\r\n> \r\n> To use the Gen2 filesystem:\r\n> - known_implementations[‘abfs’] = {‘class’: ‘adlfs.AzureBlobFileSystem’}\r\n\r\nIf I'm no...
2022-10-25T00:43:18Z
2024-02-15T09:48:36Z
2022-11-17T23:37:08Z
NONE
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### Describe the bug When using the DatasetBuilder method with the credentials for the cloud storage Azure Data Lake (adl) Gen2, the following error is showed: ``` Traceback (most recent call last): File "download_hf_dataset.py", line 143, in <module> main() File "download_hf_dataset.py", line 102, in mai...
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Node.js 16 GitHub Actions are deprecated
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2024-02-19T09:47:37Z
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MEMBER
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`Node.js` 16 GitHub Actions are deprecated. See: https://github.blog/changelog/2023-09-22-github-actions-transitioning-from-node-16-to-node-20/ We should update them to Node 20. See warnings in our CI, e.g.: https://github.com/huggingface/datasets/actions/runs/7957295009?pr=6678 > Node.js 16 actions are deprecat...
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support LargeListArray in pyarrow
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4800). All of your documentation changes will be reflected on that endpoint.", "Hi, thanks for working on this! Can you run `make style` at the repo root to fix the code quality error in CI and add a test?", "Hi, I have fixed...
2022-08-08T03:58:46Z
2024-09-27T09:54:17Z
2024-08-12T14:43:46Z
CONTRIBUTOR
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```python import numpy as np import datasets a = np.zeros((5000000, 768)) res = datasets.Dataset.from_dict({'embedding': a}) ''' File '/home/wenjiaxin/anaconda3/envs/data/lib/python3.8/site-packages/datasets/arrow_writer.py', line 178, in __arrow_array__ out = numpy_to_pyarrow_listarray(data) File "/h...
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1,836,026,938
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6,120
Lookahead streaming support?
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[ "In which format is your dataset? We could expose the `pre_buffer` flag for Parquet to use PyArrow's background thread pool to speed up loading. " ]
2023-08-04T04:01:52Z
2023-08-17T17:48:42Z
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### Feature request From what I understand, streaming dataset currently pulls the data, and process the data as it is requested. This can introduce significant latency delays when data is loaded into the training process, needing to wait for each segment. While the delays might be dataset specific (or even mappi...
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7,315
Allow manual configuration of Dataset Viewer for datasets not created with the `datasets` library
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[ "Hi @diarray-hub , thanks for opening the issue :) Let me ping @lhoestq and @severo from the dataset viewer team :hugs: ", "amazing :)", "Hi ! why not modify the manifest.json file directly ? this way users see in the viewer the dataset as is instead which makes it easier to use using e.g. the `datasets` librar...
2024-12-07T16:37:12Z
2024-12-11T11:05:22Z
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#### **Problem Description** Currently, the Hugging Face Dataset Viewer automatically interprets dataset fields for datasets created with the `datasets` library. However, for datasets pushed directly via `git`, the Viewer: - Defaults to generic columns like `label` with `null` values if no explicit mapping is provide...
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don't import soundfile in tests
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7340). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-12-17T16:49:55Z
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Support pyarrow 14.0.0
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[ "_The documentation is not available anymore as the PR was closed or merged._", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | rea...
2023-11-02T10:25:10Z
2023-11-02T15:24:28Z
2023-11-02T15:15:44Z
MEMBER
null
null
null
Support `pyarrow` 14.0.0. Fix #6377 and fix #6374 (root cause). This fix is analog to a previous one: - #6175
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6,394
TorchFormatter images (H, W, C) instead of (C, H, W) format
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[ "Here's a PR for that. https://github.com/huggingface/datasets/pull/6402\r\n\r\nIt's not backward compatible, unfortunately. ", "Just ran into this working on data lib that's attempting to achieve common interfaces across hf datasets, webdataset, native torch style datasets. The defacto standards for image tensor...
2023-11-09T16:02:15Z
2024-04-11T12:40:16Z
2024-04-11T12:40:16Z
CONTRIBUTOR
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### Describe the bug Using .set_format("torch") leads to images having shape (H, W, C), the same as in numpy. However, pytorch normally uses (C, H, W) format. Maybe I'm missing something but this makes the format a lot less useful as I then have to permute it anyways. If not using the format it is possible to ...
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load_dataset("squad") doesn't work in 2.7.1 and 2.10.1
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[ "Thanks for reporting, @yaseen157.\r\n\r\nCould you please give the complete error stack trace?", "I am not able to reproduce your issue: the dataset loads perfectly on my local machine and on a Colab notebook: https://colab.research.google.com/drive/1Fbdoa1JdNz8DOdX6gmIsOK1nCT8Abj4O?usp=sharing\r\n```python\r\nI...
2023-04-18T07:10:56Z
2023-04-20T10:27:23Z
2023-04-20T10:27:22Z
NONE
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### Describe the bug There is an issue that seems to be unique to the "squad" dataset, in which it cannot be loaded using standard methods. This issue is most quickly reproduced from the command line, using the HF examples to verify a dataset is loaded properly. This is not a problem with "squad_v2" dataset for e...
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pyarrow.lib.ArrowTypeError: Expected dict key of type str or bytes, got 'int'
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2025-03-12T07:48:37Z
2025-03-12T07:48:37Z
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### Describe the bug A dict with its keys are all str but get following error ```python test_data=[{'input_ids':[1,2,3],'labels':[[Counter({2:1})]]}] dataset = datasets.Dataset.from_list(test_data) ``` ```bash pyarrow.lib.ArrowTypeError: Expected dict key of type str or bytes, got 'int' ``` ### Steps to reproduce the...
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When calling load_dataset, raise error: pyarrow.lib.ArrowInvalid: offset overflow while concatenating arrays
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[ "I solved the problem by modifying the \"self DEFAULT_WRITER_BATCH_SIZE\" in \"class MyDataset (datasets. GeneratorBasedBuilder) : __init__\"", "same problem, and this solution worked me also - you can set this var by setting the keyword argument `writer_batch_size=...` in `load_dataset(...,writer_batch_size=...)...
2023-09-04T04:14:00Z
2024-04-17T15:53:29Z
2023-09-04T06:05:49Z
NONE
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### Describe the bug When calling load_dataset, raise error ``` Traceback (most recent call last): File "/home/aihao/miniconda3/envs/torch/lib/python3.11/site-packages/datasets/builder.py", line 1694, in _pre pare_split_single ...
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Can't add iterable datasets to a Dataset Dict.
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[ "Transferring as this is relating to the 🤗 Datasets library", "You need to use `IterableDatasetDict` instead of `DatasetDict` for iterable datasets." ]
2023-05-11T02:09:29Z
2023-05-25T04:51:59Z
2023-05-25T04:51:59Z
NONE
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### System Info standard env ### Who can help? _No response_ ### Information - [ ] The official example scripts - [X] My own modified scripts ### Tasks - [ ] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...) - [ ] My own task or dataset (give details below) ### Reproduction Get th...
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I'm trying to fine tune the openai/whisper model from huggingface using jupyter notebook and i keep getting this error
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[ "Since you are using Windows, maybe moving the `map` call inside `if __name__ == \"__main__\"` can fix the issue:\r\n```python\r\nif __name__ == \"__main__\":\r\n common_voice = common_voice.map(prepare_dataset, remove_columns=common_voice.column_names[\"train\"], num_proc=4)\r\n```\r\n\r\nOtherwise, the only s...
2023-10-04T11:03:41Z
2023-11-27T10:39:16Z
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### Describe the bug I'm trying to fine tune the openai/whisper model from huggingface using jupyter notebook and i keep getting this error, i'm following the steps in this blog post https://huggingface.co/blog/fine-tune-whisper I tried google collab and it works but because I'm on the free version the training ...
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Fix missing use_auth_token in streaming docstrings
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
2022-09-21T09:27:03Z
2022-09-21T16:24:01Z
2022-09-21T16:20:59Z
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This PRs fixes docstrings: - adds the missing `use_auth_token` param - updates syntax of param types - adds params to docstrings without them - fixes return/yield types - fixes syntax
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Add Flickr 30k Dataset
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[ "uploaded dataset [here](https://huggingface.co/datasets/embedding-data/flickr30k-captions)." ]
2022-07-07T01:59:08Z
2022-07-14T02:09:45Z
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## Adding a Dataset - **Name:** *Flickr 30k* - **Description:** *To produce the denotation graph, we have created an image caption corpus consisting of 158,915 crowd-sourced captions describing 31,783 images. This is an extension of our previous Flickr 8k Dataset. The new images and captions focus on people involved ...
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Fix loading Hub datasets with CSV metadata file
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[ "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchmark_array_xd.json\n\n| metric | read_batch_formatted_as_numpy after write_array2d | read_batch_formatted_as_numpy after write_flattened_sequence | read_batch_formatted_a...
2023-10-19T10:21:34Z
2023-10-20T06:23:21Z
2023-10-20T06:14:09Z
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Currently, the reading of the metadata file infers the file extension (.jsonl or .csv) from the passed filename. However, downloaded files from the Hub don't have file extension. For example: - the original file: `hf://datasets/__DUMMY_TRANSFORMERS_USER__/test-dataset-5916a4-16977085077831/metadata.jsonl` - correspon...
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7,481
deal with python `10_000` legal number in slice syntax
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[ "should be an easy fix, I opened a PR" ]
2025-03-26T20:10:54Z
2025-03-28T16:20:44Z
2025-03-28T16:20:44Z
NONE
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### Feature request ``` In [6]: ds = datasets.load_dataset("HuggingFaceH4/ultrachat_200k", split="train_sft[:1000]") In [7]: ds = datasets.load_dataset("HuggingFaceH4/ultrachat_200k", split="train_sft[:1_000]") [dozens of frames skipped] File /usr/local/lib/python3.10/dist-packages/datasets/arrow_reader.py:444, in _s...
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1,582,195,085
PR_kwDODunzps5J13wC
5,528
Push to hub in a pull request
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_5528). All of your documentation changes will be reflected on that endpoint.", "It seems that the parameter `create_pr` is available for [`0.8.0`](https://huggingface.co/docs/huggingface_hub/v0.8.1/en/package_reference/hf_api#h...
2023-02-13T11:43:47Z
2023-10-06T21:58:02Z
null
NONE
null
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Fixes #5492. Introduce new kwarg `create_pr` in `push_to_hub`, which is passed to `HFapi.upload_file`.
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1,296,716,119
I_kwDODunzps5NSlFX
4,654
Add Quora Question Triplets Dataset
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[ "uploaded dataset [here](https://huggingface.co/datasets/embedding-data/QQP_triplets)." ]
2022-07-07T02:43:42Z
2022-07-14T02:13:50Z
2022-07-14T02:13:50Z
NONE
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## Adding a Dataset - **Name:** *Quora Question Triplets* - **Description:** *This dataset consists of over 400,000 lines of potential question duplicate pairs. Each line contains IDs for each question in the pair, the full text for each question, and a binary value that indicates whether the line truly contains a du...
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1,747,904,840
PR_kwDODunzps5ShUxQ
5,934
Modify levels of some logging messages
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[ "I've addressed this as part of #6019, so feel free to close this PR. ", "Thanks !" ]
2023-06-08T13:31:44Z
2023-07-12T18:21:03Z
2023-07-12T18:21:02Z
CONTRIBUTOR
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Some warning messages didn't quite sound like warnings so I modified their logging levels to info.
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1,358,611,513
I_kwDODunzps5Q-sQ5
4,924
Concatenate_datasets loads everything into RAM
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2022-09-01T10:25:17Z
2022-09-01T11:50:54Z
2022-09-01T11:50:54Z
NONE
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## Describe the bug When loading the datasets seperately and saving them on disk, I want to concatenate them. But `concatenate_datasets` is filling up my RAM and the process gets killed. Is there a way to prevent this from happening or is this intended behaviour? Thanks in advance ## Steps to reproduce the bug ```...
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1,349,181,448
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4,885
Create dataset from list of dicts
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[ "Hi @sanderland, thanks for your enhancement proposal.\r\n\r\nI agree with you that this would be useful.\r\n\r\nPlease note that under the hood, we use PyArrow tables as backend:\r\n- The implementation of `Dataset.from_dict` uses the PyArrow `Table.from_pydict`\r\n\r\nTherefore, I would suggest:\r\n- Implementin...
2022-08-24T10:01:24Z
2022-09-08T16:02:52Z
2022-09-08T16:02:52Z
CONTRIBUTOR
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I often find myself with data from a variety of sources, and a list of dicts is very common among these. However, converting this to a Dataset is a little awkward, requiring either ```Dataset.from_pandas(pd.DataFrame(formatted_training_data))``` Which can error out on some more exotic values as 2-d arrays for reas...
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Support all split in streaming mode
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4640). All of your documentation changes will be reflected on that endpoint." ]
2022-07-06T08:56:38Z
2022-07-06T15:19:55Z
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MEMBER
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Fix #4637.
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1,375,667,654
I_kwDODunzps5R_wXG
4,983
How to convert torch.utils.data.Dataset to huggingface dataset?
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[ "Hi! I think you can use the newly-added `from_generator` method for that:\r\n```python\r\nfrom datasets import Dataset\r\n\r\ndef gen():\r\n for idx in len(torch_dataset):\r\n yield torch_dataset[idx] # this has to be a dictionary\r\n ## or if it's an IterableDataset\r\n # for ex in torch_dataset:...
2022-09-16T09:15:10Z
2023-12-14T20:54:15Z
2022-09-20T11:23:43Z
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I look through the huggingface dataset docs, and it seems that there is no offical support function to convert `torch.utils.data.Dataset` to huggingface dataset. However, there is a way to convert huggingface dataset to `torch.utils.data.Dataset`, like below: ```python from datasets import Dataset data = [[1, 2]...
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Dataset Viewer issue for codeparrot/xlcost-text-to-code
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[ "There seems to be an issue with the `C++-snippet-level` config:\r\n\r\n```python\r\n>>> from datasets import get_dataset_split_names\r\n>>> get_dataset_split_names(\"codeparrot/xlcost-text-to-code\", \"C++-snippet-level\")\r\nTraceback (most recent call last):\r\n File \"/home/slesage/hf/datasets-server/services/...
2022-07-14T09:45:50Z
2022-07-18T16:37:00Z
2022-07-18T16:04:36Z
NONE
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### Link https://huggingface.co/datasets/codeparrot/xlcost-text-to-code ### Description Error ``` Server Error Status code: 400 Exception: TypeError Message: 'NoneType' object is not iterable ``` Before I did a minor change in the dataset script (removing some comments), the viewer was working but...
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I_kwDODunzps6ibD2G
7,311
How to get the original dataset name with username?
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[ "Hi ! why not pass the dataset id to Ray and let it check the parquet files ? Or pass the parquet files lists directly ?", "I'm not sure why ray design an API like this to accept a `Dataset` object, so they need to verify the `Dataset` is the original one and use the `DatasetInfo` to query the huggingface hub. I'...
2024-12-08T07:18:14Z
2025-01-09T10:48:02Z
null
CONTRIBUTOR
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### Feature request The issue is related to ray data https://github.com/ray-project/ray/issues/49008 which it requires to check if the dataset is the original one just after `load_dataset` and parquet files are already available on hf hub. The solution used now is to get the dataset name, config and split, then `...
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🧪 Do not mock create_commit
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7076). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-07-26T13:44:42Z
2024-07-27T05:48:17Z
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Bump dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6047). All of your documentation changes will be reflected on that endpoint.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show updated benchmarks!</summary>\n\n### Benchmark: benchma...
2023-07-18T10:15:39Z
2023-07-18T10:28:01Z
2023-07-18T10:15:52Z
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workaround to fix an issue with transformers CI https://github.com/huggingface/transformers/pull/24867#discussion_r1266519626
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Support downloading specific splits in `load_dataset`
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2024-04-23T12:32:27Z
2024-08-19T15:19:38Z
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This PR builds on https://github.com/huggingface/datasets/pull/6639 to support downloading only the specified splits in `load_dataset`. For this to work, a builder's `_split_generators` need to be able to accept the requested splits (as a list) via a `splits` argument to avoid processing the non-requested ones. Also, t...
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None values are skipped when reading jsonl in subobjects
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2024-07-22T13:02:42Z
2024-07-22T13:02:53Z
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### Describe the bug I have been fighting against my machine since this morning only to find out this is some kind of a bug. When loading a dataset composed of `metadata.jsonl`, if you have nullable values (Optional[str]), they can be ignored by the parser, shifting things around. E.g., let's take this example ...
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