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### Describe the bug As of this morning (PST) 2/1/2024, seeing the wmt16 dataset is missing from opus , could you suggest an alternative? ``` Downloading data files: 0%| | 0/4 [00:00<?, ?it/s]Tra...
2024-02-01T20:07:29Z
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Cannot download wmt16 dataset
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[ "Looks like it works with latest datasets repository\r\n```\r\n- `datasets` version: 2.16.2.dev0\r\n- Platform: Linux-5.15.0-92-generic-x86_64-with-glibc2.29\r\n- Python version: 3.8.10\r\n- `huggingface_hub` version: 0.20.3\r\n- PyArrow version: 15.0.0\r\n- Pandas version: 2.0.1\r\n- `fsspec` version: 2023.10.0\r\...
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### Describe the bug If you: 1. Interleave two iterable datasets together with the interleave_datasets function, or shuffle an iterable dataset 2. Set the output format to torch tensors with .with_format('torch') Then iterating through the dataset becomes over 100x slower than it is if you don't apply the torch...
2024-02-05T10:43:47Z
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2024-02-01T17:16:54Z
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'with_format' is extremely slow when used together with 'interleave_datasets' or 'shuffle' on IterableDatasets
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[ "The \"torch\" formatting is usually fast because we do zero-copy conversion from the Arrow data on your disk to Torch tensors. However IterableDataset shuffling seems to do data copies that slow down the pipeline, and it shuffles python objects instead of Arrow data.\r\n\r\nTo fix this we need to implement `Buffer...
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I work with bioinformatics data and often these tables have thousands and even tens of thousands of features. These tables are also accompanied by metadata that I do not want to pass in the model. When I perform `set_format('pt', columns=large_column_list)` , it can take several minutes before it finishes. The culprit ...
2024-02-07T19:39:00Z
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2024-01-31T19:08:28Z
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Faster column validation and reordering
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CONTRIBUTOR
2024-02-06T23:03:38Z
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Fix getting the info for script-based datasets with Parquet export with a single config not named "default". E.g. ```python from datasets import load_dataset_builder b = load_dataset_builder("bookcorpus") print(b.info.features) # should print {'text': Value(dtype='string', id=None)} ``` I fixed this by ...
2024-02-07T16:48:55Z
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2024-01-31T17:55:21Z
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Fix missing info when loading some datasets from Parquet export
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2024-02-07T16:41:04Z
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Support `data_dir` parameter in `push_to_hub`. This allows users to organize the data files according to their specific needs. For example, "wikimedia/wikipedia" files could be organized by year and/or date, e.g. "2024/20240101/20240101.en".
2024-02-05T10:32:49Z
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2024-01-31T14:37:36Z
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Support data_dir parameter in push_to_hub
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2024-02-05T10:26:40Z
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dataset viewer requires no-script
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2024-01-31T13:59:01Z
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The cache used to only check for the latest cache directory with a given config_name, but it was wrong (e.g. `default-data_dir=data%2Ffortran-data_dir=data%2Ffortran` instead of `default-data_dir=data%2Ffortran`) I fixed this by not passing the `config_kwargs` to the parent Builder `__init__`, and passing the config...
2024-02-06T17:27:35Z
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2024-01-30T18:52:23Z
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Fix reload cache with data dir
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2024-02-06T17:21:24Z
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reported in https://github.com/huggingface/evaluate/issues/542 cc @stas00 @williamberrios close https://github.com/huggingface/datasets/issues/6589
2024-01-30T15:34:49Z
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2024-01-30T12:56:01Z
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Fix filelock: use current umask for filelock >= 3.10
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Release on Jan 27, 2024: https://pypi.org/project/dill/0.3.8/#history
2024-01-30T16:19:45Z
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2024-01-29T21:35:55Z
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Bump max range of dill to 0.3.8
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2024-01-30T15:12:25Z
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This behavior is aligned with: - the behavior of `datasets` before merging #6519 - the behavior described in the corresponding docstring - the behavior of `huggingface_hub.create_repo` Revert "Support push_to_hub canonical datasets (#6519)" - This reverts commit a887ee78835573f5d80f9e414e8443b4caff3541. Fix...
2024-02-05T12:35:43Z
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2024-01-29T15:36:52Z
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Support push_to_hub without org/user to default to logged-in user
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2024-02-05T12:29:36Z
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Support passing `--num_proc` to CLI test. This was really useful recently to run the command on `pubmed`: https://huggingface.co/datasets/pubmed/discussions/11
2024-02-05T10:29:20Z
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2024-01-29T15:30:09Z
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Make CLI test support multi-processing
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Replace `disable=False` with `disable=None` in the `tqdm` bars to disable them in non-interactive environments (by default). For more info, see a [similar PR](https://github.com/huggingface/huggingface_hub/pull/2000) in `huggingface_hub`.
2024-01-29T15:47:34Z
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2024-01-29T15:18:21Z
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Disable `tqdm` bars in non-interactive environments
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2024-01-29T15:41:32Z
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e.g. dashes '-' are not allowed in split names This should add an error message on datasets with unsupported split names like https://huggingface.co/datasets/open-source-metrics/test cc @AndreaFrancis
2024-01-29T15:18:25Z
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Raise error on bad split name
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The laion coco dataset is not available now. How to download it https://huggingface.co/datasets/laion/laion-coco
2024-02-06T09:43:31Z
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2024-01-28T03:56:05Z
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How to download the laion-coco dataset
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[ "Hi, this dataset has been disabled by the authors, so unfortunately it's no longer possible to download it." ]
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### Feature request Let’s say I have a dataset with 5 samples with values [1, 2, 3, 4, 5], with 2 GPUs (for DDP) and batch size of 2. This dataset is an `IterableDataset` since I am streaming it. Now I split the dataset using `split_dataset_by_node` to ensure it doesn’t get repeated. And since it’s already splitt...
2024-03-08T14:27:08Z
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2024-01-27T23:46:13Z
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streaming datasets doesn't work properly with multi-node
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[ "@mariosasko, @lhoestq, @albertvillanova\r\nhey guys! can anyone help? or can you guys suggest who can help with this?", "Hi ! \r\n\r\n1. When the dataset is running of of examples, the last batches received by the GPU can be incomplete or empty/missing. We haven't implemented yet a way to ignore the last batch. ...
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### Describe the bug Here is the code for single-GPU processing: https://pastebin.com/bfmEeK2y Here is the code for multi-GPU processing: https://pastebin.com/gQ7i5AQy Here is the video showing that the multi-GPU mapping does not work as expected (there are so many things wrong here, it's better to watch the 3-min...
2024-02-08T11:18:21Z
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2024-01-27T20:06:08Z
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multi-GPU map does not work
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[ "This should now be fixed by https://github.com/huggingface/datasets/pull/6550 and updated with https://github.com/huggingface/datasets/pull/6646\r\n\r\nFeel free to re-open if you're still having issues :)" ]
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### Describe the bug I'm trying to run a rag example, and the dataset is wiki_dpr. wiki_dpr download and extracting have been completed successfully. However, at the generating train split stage, an error from wiki_dpr.py keeps popping up. Especially in "_generate_examples" : 1. The following error occurs in the...
2024-02-06T09:40:19Z
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2024-01-27T01:00:09Z
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wiki_dpr.py error (ID mismatch between lines {id} and vector {vec_id}
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2024-02-06T09:40:19Z
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[ "Thanks for reporting, @kiehls90.\r\n\r\nAs this seems an issue with the specific \"wiki_dpr\" dataset, I am transferring the issue to the corresponding dataset page: https://huggingface.co/datasets/wiki_dpr/discussions/13" ]
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Based on https://github.com/huggingface/huggingface_hub/pull/1971 in `hfh`
2024-01-26T15:53:40Z
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2024-01-26T15:27:10Z
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Migrate from `setup.cfg` to `pyproject.toml`
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2024-01-26T15:47:32Z
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### Describe the bug cannot import name 'DEFAULT_CIPHERS' from 'urllib3.util.ssl_' this is the error i received ### Steps to reproduce the bug from datasets import load_dataset ### Expected behavior No errors ### Environment info python 3.11.5
2024-02-06T10:57:01Z
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2024-01-26T09:21:57Z
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While importing load_dataset from datasets
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2024-02-06T09:25:54Z
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[ "Hi! Can you please share the error's stack trace so we can see where it comes from?", "We cannot reproduce the issue and we do not have enough information: environment info (need to run `datasets-cli env`), stack trace,...\r\n\r\nI am closing the issue. Feel free to reopen it (with additional information) if the...
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this should fix the CI failures on `main` close https://github.com/huggingface/datasets/issues/5477
2024-01-26T14:56:46Z
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Fix CI: pyarrow 15, pandas 2.2 and sqlachemy
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2024-01-26T14:50:44Z
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e.g. if we use `map` in arrow format and transform the table, the returned table might have new columns but the metadata might be wrong
2024-01-26T16:25:24Z
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Use schema metadata only if it matches features
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2024-01-26T16:19:12Z
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[ "Sorry I posted in the wrong repo, please delete.. thanks!" ]
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### Feature request Splitting off https://github.com/huggingface/huggingface_hub/issues/1997 - currently `huggingface-cli delete-cache` doesn't take care of cleaning `datasets` temp files e.g. I discovered having millions of files under `datasets/downloads` cache, I had to do: ``` sudo find /data/huggingface/...
2024-01-24T18:55:09Z
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2024-01-24T18:52:10Z
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`datasets/downloads` cleanup tool
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### Describe the bug When I try to load `cnn_dailymail` dataset, it takes longer than usual and when I checked the dataset it's 3x bigger than it's supposed to be. Check https://huggingface.co/datasets/cnn_dailymail: it says 287k rows for train. But when I check length of train split it says 861339. Also I che...
2024-02-01T08:14:50Z
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2024-01-24T11:38:25Z
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cnn_dailymail repeats itself
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2024-02-01T08:14:50Z
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I_kwDODunzps59DiIC
[ "Hi ! We recently updated `cnn_dailymail` and now `datasets>=2.14` is needed to load it.\r\n\r\nYou can update `datasets` with\r\n\r\n```\r\npip install -U datasets\r\n```" ]
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### Describe the bug When loading a large dataset (>1000GB) from S3 I run into the following error: ``` Traceback (most recent call last): File "/home/alp/.local/lib/python3.10/site-packages/s3fs/core.py", line 113, in _error_wrapper return await func(*args, **kwargs) File "/home/alp/.local/lib/python3....
2024-01-23T12:37:57Z
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2024-01-23T12:37:57Z
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`load_from_disk` with large dataset from S3 runs into `botocore.exceptions.ClientError`
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### Describe the bug I am working with the following demo code: ``` from datasets import load_dataset from datasets.features import Sequence, Value, ClassLabel, Features ais_dataset = load_dataset("/data/ryan.gao/ais_dataset_cache/raw/1978/") ais_dataset = ais_dataset["train"] def add_class(example): ...
2024-01-25T02:15:23Z
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2024-01-23T09:32:32Z
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cast_column to Sequence(subfeatures_dict) has err
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2024-01-25T02:15:23Z
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I_kwDODunzps586Pw_
[ "Hi! You are passing the wrong feature type to `cast_column`. This is the fixed call:\r\n```python\r\nais_dataset = ais_dataset.cast_column(\"my_labeled_bbox\", {\"bbox\": Sequence(Value(dtype=\"int64\")), \"label\": ClassLabel(names=[\"cat\", \"dog\"])})\r\n```", "> Hi! You are passing the wrong feature type to ...
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### Describe the bug Dear huggingfacers, I'm trying to use a subset of the-stack dataset. When I run the command the first time ``` dataset = load_dataset( path='bigcode/the-stack', data_dir='data/fortran', split='train' ) ``` It downloads the files and caches them normally. Nevertheless, ...
2024-02-06T17:21:25Z
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2024-01-23T01:47:19Z
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Wrong path for cache directory in offline mode
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2024-02-06T17:21:25Z
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I_kwDODunzps584HhS
[ "+1", "same error in 2.16.1", "@kongjiellx any luck with the issue?", "I opened https://github.com/huggingface/datasets/pull/6632 to fix this issue. Once it's merged we'll do a new release of `datasets`", "Thanks @lhoestq !" ]
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Fix #6564
2024-01-29T16:43:11Z
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2024-01-22T15:19:16Z
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Add `with_rank` param to `Dataset.filter`
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CONTRIBUTOR
2024-01-29T16:36:53Z
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Fixes https://github.com/huggingface/datasets/issues/6566 Let me know if there's any tests I need to clear.
2024-03-22T00:34:48Z
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2024-01-20T00:39:44Z
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Update features.py to avoid bfloat16 unsupported error
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PR_kwDODunzps5knGse
[ "I think not all torch tensors should be converted to float, what if it's a tensor of integers for example ?\r\nMaybe you can check for the tensor dtype before converting" ]
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Closes https://github.com/huggingface/datasets/issues/6604, closes https://github.com/huggingface/datasets/issues/2775
2024-01-26T15:11:38Z
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2024-01-19T18:34:47Z
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Dedicated RNG object for fingerprinting
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CONTRIBUTOR
2024-01-26T15:05:34Z
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Here, an example code is given: https://huggingface.co/docs/transformers/tasks/language_modeling This code + article references the ELI5 dataset. ELI5 is no longer available, as the ELI5 dataset page states: https://huggingface.co/datasets/eli5 "Defunct: Dataset "eli5" is defunct and no longer accessible due to u...
2024-02-01T17:58:23Z
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2024-01-19T10:21:52Z
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ELI5 no longer available, but referenced in example code
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2024-02-01T17:58:22Z
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[ "Addressed in https://github.com/huggingface/transformers/pull/28715." ]
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### Describe the bug The transform fingerprinting logic relies on the `random` library for random bits when the function is not hashable (e.g. bound methods as used in `trl`: https://github.com/huggingface/trl/blob/main/trl/trainer/dpo_trainer.py#L356). This causes collisions when the training code sets a fixed random...
2024-01-26T15:05:35Z
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[]
2024-01-19T06:32:25Z
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Transform fingerprint collisions due to setting fixed random seed
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2024-01-26T15:05:35Z
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I_kwDODunzps58joEZ
[ "I've opened a PR with a fix.", "I don't think the PR fixes the root cause, since it still relies on the `random` library which will often have its seed fixed. I think the builtin `uuid.uuid4()` is a better choice: https://docs.python.org/3/library/uuid.html" ]
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### Describe the bug In the documentation `datasets.Dataset.map` arg `cache_file_name` is said to be a string, but it doesn't work. ### Steps to reproduce the bug 1. pick a dataset 2. write a map function 3. do `ds.map(..., cache_file_name='some_filename')` 4. it crashes ### Expected behavior It will tell you t...
2024-01-28T04:01:15Z
6,603
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[]
2024-01-18T23:08:30Z
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datasets map `cache_file_name` does not work
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I_kwDODunzps58hyGu
[ "Unfortunately, I'm unable to reproduce this error. Can you share the reproducer?", "```\r\nds = datasets.Dataset.from_dict(dict(a=[i for i in range(100)]))\r\nds.map(lambda item: dict(b=item['a'] * 2), cache_file_name=\"/tmp/whatever-fn\") # this worked\r\nds.map(lambda item: dict(b=item['a'] * 2), cache_file_na...
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### Describe the bug At `save_to_disk` step, the `max_shard_size` by default is `500MB`. However, one row of the dataset might be larger than `500MB` then the saving will throw an index error. Without looking at the source code, the bug is due to wrong calculation of number of shards which i think is `total_size / m...
2024-01-18T23:00:47Z
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2024-01-18T23:00:47Z
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Index error when data is large
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I_kwDODunzps58hu3L
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Added some checks to prevent errors that arrise when using evaluate.py on only a portion of the squad 2.0 dataset.
2024-02-08T14:33:10Z
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2024-01-18T16:16:59Z
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add safety checks when using only part of dataset
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PR_kwDODunzps5kcWN0
[ "Hi ! The metrics in `datasets` are deprecated in favor of https://github.com/huggingface/evaluate\r\n\r\nYou can open a PR here instead: https://huggingface.co/spaces/evaluate-metric/squad_v2/tree/main" ]
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### Describe the bug I wanted to be able to save a HF dataset for translations and load it again in another script, but I'm a bit confused with the documentation and the result I've got so I'm opening this issue to ask if this behavior is as expected. ### Steps to reproduce the bug The documentation I've mainly cons...
2024-01-23T14:42:32Z
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2024-01-18T14:48:27Z
https://api.github.com/repos/huggingface/datasets/issues/6600/comments
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Loading CSV exported dataset has unexpected format
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I_kwDODunzps58eymx
[ "Hi! Parquet is the only format that supports complex/nested features such as `Translation`. So, this should work:\r\n```python\r\ntest_dataset = load_dataset(\"opus100\", name=\"en-fr\", split=\"test\")\r\n\r\n# Save with .to_parquet()\r\ntest_parquet_path = \"try_testset_save.parquet\"\r\ntest_dataset.to_parquet(...
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### Feature request Uploading datasets is straightforward thanks to the ability to push Audio to hub. However, it would be nice if the data (text and audio) could be segmented when being pushed (if not possible already). ### Motivation It's easy to create a vtt file from an audio file. If there could be auto-segment...
2024-01-23T10:42:17Z
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2024-01-17T17:51:40Z
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Easy way to segment into 30s snippets given an m4a file and a vtt file
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2024-01-22T15:35:49Z
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I_kwDODunzps58YEf4
[ "Hi! Non-generic data processing is out of this library's scope, so it's downstream libraries/users' responsibility to implement such logic.", "That's fair. Thanks" ]
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### Describe the bug I receive this error message when using `load_dataset` with "csv" path and `dataset_files=s3://...`: ``` TypeError: Session.__init__() got an unexpected keyword argument 'hf' ``` I found a similar issue here: https://stackoverflow.com/questions/77596258/aws-issue-load-dataset-from-s3-fails-w...
2024-03-22T02:08:06Z
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2024-01-16T15:16:01Z
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Unexpected keyword argument 'hf' when downloading CSV dataset from S3
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I_kwDODunzps58Ou09
[ "I am facing similar issue while reading a csv file from s3. Wondering if somebody has found a workaround. ", "same thing happened to other formats like parquet", "I am facing similar issue while reading a parquet file from s3.\r\ni try with every version between 2.14 to 2.16.1 but it dosen't work ", "Re-def...
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While using `Dataset.push_to_hub` of a canonical dataset, an additional dataset was created under my user namespace. ## Steps to reproduce the bug The command: ```python commit_info = ds.push_to_hub( "caner", config_name="default", commit_message="Convert dataset to Parquet", commit_descriptio...
2024-02-05T12:29:37Z
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2024-01-16T11:27:07Z
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Dataset.push_to_hub of a canonical dataset creates an additional dataset under the user namespace
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2024-02-05T12:29:37Z
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I_kwDODunzps58Mt5p
[ "It is caused by these code lines: https://github.com/huggingface/datasets/blob/9d6d16117a30ba345b0236407975f701c5b288d4/src/datasets/dataset_dict.py#L1688-L1694", "Also note the information in the docstring: https://github.com/huggingface/datasets/blob/9d6d16117a30ba345b0236407975f701c5b288d4/src/datasets/datase...
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`xxx if xxx is not None else None` is no-op.
2024-01-16T17:16:16Z
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2024-01-16T06:31:54Z
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Drop redundant None guard.
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CONTRIBUTOR
2024-01-16T17:05:52Z
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PR_kwDODunzps5kJceH
[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6596). 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>...
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### Describe the bug I'm aware of the issue #5695 . I'm using a modified SDXL trainer: https://github.com/kopyl/diffusers/blob/5e70f604155aeecee254a5c63c5e4236ad4a0d3d/examples/text_to_image/train_text_to_image_sdxl.py#L1027C16-L1027C16 So i 1. Map dataset 2. Save to disk 3. Try to upload: ``` import data...
2024-01-27T18:26:33Z
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2024-01-16T02:03:09Z
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Loading big dataset raises pyarrow.lib.ArrowNotImplementedError 2
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2024-01-26T02:28:32Z
null
I_kwDODunzps58JnkU
[ "Hi ! I think the issue comes from the \"float16\" features that are not supported yet in Parquet\r\n\r\nFeel free to open an issue in `pyarrow` about this. In the meantime, I'd encourage you to use \"float32\" for your \"pooled_prompt_embeds\" and \"prompt_embeds\" features.\r\n\r\nYou can cast them to \"float32\"...
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### Describe the bug The sharding of IterableDatasets with respect to distributed and dataloader worker processes appears problematic with significant performance traps and inconsistencies wrt to distributed train processes vs worker processes. Splitting across num_workers (per train process loader processes) and...
2024-01-15T22:25:10Z
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2024-01-15T22:22:36Z
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IterableDataset sharding logic needs improvement
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### Describe the bug When I run my SD training in a Docker image and then listen to logs like `docker logs train -f`, the progress bar is delayed. It's updating every few percent. When you have a large dataset that has to be mapped (like 1+ million samples), it's crucial to see the updates in real-time, not every co...
2024-02-12T17:35:21Z
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2024-01-15T17:05:21Z
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Logs are delayed when doing .map when `docker logs`
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2024-02-12T17:35:21Z
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I_kwDODunzps58Hw8R
[ "Hi! `tqdm` doesn't work well in non-interactive environments, so there isn't much we can do about this. It's best to [disable it](https://huggingface.co/docs/datasets/v2.16.1/en/package_reference/utilities#datasets.disable_progress_bars) in such environments and instead use logging to track progress." ]
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### Describe the bug I'm using the datasets ``` from datasets import load_dataset, Audio dataset = load_dataset("PolyAI/minds14", name="en-US", split="train") ``` And it seems that sometimes when I imagine a lot of users are accessing the same resources, the Dropbox host fails: `raise ConnectionError(...
2024-01-22T23:18:09Z
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2024-01-15T16:43:38Z
https://api.github.com/repos/huggingface/datasets/issues/6591/comments
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The datasets models housed in Dropbox can't support a lot of users downloading them
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2024-01-22T23:18:09Z
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I_kwDODunzps58HpTN
[ "Hi! Indeed, Dropbox is not a reliable host. I've just merged https://huggingface.co/datasets/PolyAI/minds14/discussions/24 to fix this by hosting the data files inside the repo." ]
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### Feature request We need to speed up SDXL dataset pre-process. Please make it possible to use multiple GPUs for the [official SDXL trainer](https://github.com/huggingface/diffusers/blob/main/examples/text_to_image/train_text_to_image_sdxl.py) :) ### Motivation Pre-computing 3 million of images takes around ...
2024-01-15T13:07:07Z
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2024-01-15T13:06:06Z
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Feature request: Multi-GPU dataset mapping for SDXL training
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### Describe the bug - We use shared `cache_dir` using `HF_HOME="{shared_directory}"` - After dataset version 2.16.0, datasets uses `filelock` package for file locking #6445 - But, `filelock` package make `.lock` file with `644` permission - Dataset is not available to other users except the user who created the ...
2024-02-02T07:55:38Z
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2024-01-15T06:46:27Z
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After `2.16.0` version, there are `PermissionError` when users use shared cache_dir
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2024-01-30T15:28:38Z
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[ "We'll do a new release of `datasets` in the coming days with a fix !", "@lhoestq Thank you very much!" ]
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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...
2024-01-24T10:08:29Z
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2024-01-15T05:34:36Z
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fix os.listdir return name is empty string
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2024-01-24T10:08:29Z
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Fixes #6466 The idea is to do a recursive check for structs. PyArrow handles it well enough. For a demo you can do: ```python from datasets import Dataset, concatenate_datasets ds = Dataset.from_dict({'speaker': [{'name': 'Ben', 'email': None}]}) ds2 = Dataset.from_dict({'speaker': [{'name': 'Fred', 'e...
2024-02-15T15:20:06Z
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2024-01-13T15:33:20Z
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Allow concatenation of datasets with mixed structs
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2024-02-08T14:38:32Z
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* try not to merge DatasetInfos if they're equal * fixes losing DatasetInfo during parallel Dataset.map
2024-01-26T15:59:35Z
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2024-01-12T16:08:16Z
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keep more info in DatasetInfo.from_merge #6585
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2024-01-26T15:53:28Z
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PR_kwDODunzps5j8aJn
[ "@JochenSiegWork fyi, that seems to also affect the `trainer.push_to_hub()` method, which I guess also needs to parse that DatasetInfo from the `kwargs` used by `push_to_hub`.\r\nThere is short discussion about it [here](https://github.com/huggingface/blog/issues/1623).\r\nWould be great if you can check if your PR...
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### Describe the bug Hello and thanks for developing this package! When I process a Dataset with the map function using multiple processors some set attributes of the DatasetInfo get lost and are None in the resulting Dataset. ### Steps to reproduce the bug ```python from datasets import Dataset, DatasetInfo...
2024-01-12T14:08:24Z
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2024-01-12T13:39:19Z
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losing DatasetInfo in Dataset.map when num_proc > 1
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I_kwDODunzps576RmV
[ "Hi ! This issue comes from the fact that `map()` with `num_proc>1` shards the dataset in multiple chunks to be processed (one per process) and merges them. The DatasetInfos of each chunk are then merged together, but for some fields like `dataset_name` it's not been implemented and default to None.\r\n\r\nThe Data...
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How to do np.fromfile to use it like np.load ```python def xnumpy_fromfile(filepath_or_buffer, *args, download_config: Optional[DownloadConfig] = None, **kwargs): import numpy as np if hasattr(filepath_or_buffer, "read"): return np.fromfile(filepath_or_buffer, *args, **kwargs) else: ...
2024-01-15T05:20:50Z
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2024-01-12T09:46:17Z
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np.fromfile not supported
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I_kwDODunzps574rRe
[ "@lhoestq\r\nCan you provide me with some ideas?", "Hi ! What's the error ?", "@lhoestq \r\n```\r\nTraceback (most recent call last):\r\n File \"/home/dongzf/miniconda3/envs/dataset_ai/lib/python3.11/runpy.py\", line 198, in _run_module_as_main\r\n return _run_code(code, main_globals, None,\r\n ^^...
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since the dataset is defunct
2024-01-11T16:15:34Z
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2024-01-11T16:05:20Z
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remove eli5 test
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2024-01-11T16:09:24Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6583). 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>...
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Corrects an issue where `self._ex_iterable` was erroneously used instead of `ex_iterable`, when both Distributed Data Parallel (DDP) and multi num_worker are used concurrently. This improper usage led to the generation of incorrect `shards_indices`, subsequently causing issues with the control flow responsible for work...
2024-03-01T19:09:14Z
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2024-01-11T08:49:43Z
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Fix for Incorrect ex_iterable used with multi num_worker
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2024-03-01T19:02:33Z
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[ "A toy example to reveal the bug.\r\n\r\n```python\r\n\"\"\"\r\nDATASETS_VERBOSITY=debug torchrun --nproc-per-node 2 main.py \r\n\"\"\"\r\nimport torch.utils.data\r\nimport torch.distributed\r\nimport datasets.distributed\r\nimport datasets\r\n\r\n# num shards = 4\r\nshards = [(0, 100), (100, 200), (200, 300), (300...
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fix #6588 xlistdir return name is empty string for example: ` from datasets.download.streaming_download_manager import xjoin from datasets.download.streaming_download_manager import xlistdir config = DownloadConfig(storage_options=options) manger = StreamingDownloadManager("ILSVRC2012",download_config=config...
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2024-01-11T07:10:55Z
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fix os.listdir return name is empty string
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2024-01-24T10:08:28Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6581). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "\r\nObj [\"name\"] ends with \"/\"", "@lhoestq \r\n\r\nhello,\r\nCan you help me chec...
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### Describe the bug ds = load_dataset("ai2_arc", "ARC-Easy"), i have tried to force redownload, delete cache and changing the cache dir. ### Steps to reproduce the bug dataset = [] dataset_name = "ai2_arc" possible_configs = [ 'ARC-Challenge', 'ARC-Easy' ] for config in possible_configs: data...
2024-01-20T12:46:16Z
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2024-01-11T03:14:18Z
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dataset cache only stores one config of the dataset in parquet dir, and uses that for all other configs resulting in showing same data in all configs.
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### Describe the bug Unable to load `eli5` dataset with streaming. ### Steps to reproduce the bug This fails with FileNotFoundError: https://files.pushshift.io/reddit/submissions ``` from datasets import load_dataset load_dataset("eli5", streaming=True) ``` This works correctly. ``` from datasets import lo...
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[ "Hi @haok1402, I have created an issue in the Discussion tab of the corresponding dataset: https://huggingface.co/datasets/eli5/discussions/7\r\nLet's continue the discussion there!" ]
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requests.get(..., streaming=True) is faster than using HTTP range requests when streaming large TAR files it can be enabled using block_size=0 in fsspec cc @rwightman
2024-01-30T18:46:02Z
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Faster webdataset streaming
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### Describe the bug When streaming a [large ASR dataset](https://huggingface.co/datasets/sanchit-gandhi/concatenated-train-set) from the Hug (~3TB) I often encounter 502 Server Errors seemingly randomly during streaming: ``` huggingface_hub.utils._errors.HfHubHTTPError: 502 Server Error: Bad Gateway for url: http...
2024-02-12T11:46:03Z
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2024-01-15T16:05:44Z
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[ "cc @mariosasko @lhoestq ", "Hi! We should be able to avoid this error by retrying to read the data when it happens. I'll open a PR in `huggingface_hub` to address this.", "Thanks for the fix @mariosasko! Just wondering whether \"500 error\" should also be excluded? I got these errors overnight:\r\n\r\n```\r\nh...
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### Describe the bug The redirected page encountered 404 not found. ### Steps to reproduce the bug 1. In this tutorial: https://huggingface.co/learn/nlp-course/chapter5/4?fw=pt original md: https://github.com/huggingface/course/blob/2c733c2246b8b7e0e6f19a9e5d15bb12df43b2a3/chapters/en/chapter5/4.mdx#L49 `...
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document page 404 not found after redirection
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2024-01-17T14:01:31Z
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[ "Thanks for reporting! I've opened a PR with a fix." ]
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It was not taken into account e.g. when passing to a DataLoader with num_workers>0 Fix https://github.com/huggingface/datasets/issues/6565
2024-01-11T16:16:54Z
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2024-01-09T15:35:31Z
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[IterableDataset] Fix `drop_last_batch`in map after shuffling or sharding
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...now that `squad` and `paws` don't have a script anymore
2024-01-09T16:11:33Z
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Fix tests based on datasets that used to have scripts
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- Add audio support - Fix an issue where user-provided features with additional fields are not taken into account Close https://github.com/huggingface/datasets/issues/6569
2024-01-11T16:17:28Z
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[WebDataset] Audio support and bug fixes
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Right now we can only download multiple separate archives or a single file archive, but not multipart archives, such as those produced by `tar --multi-volume`. This PR allows for downloading and extraction of archives split into multiple parts. With the new `multi_part` field of the `DownloadConfig` set, the downloa...
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Adding option for multipart achive download
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2024-02-25T08:13:01Z
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[ "On closer examination, this appears to be unnecessary. " ]
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Currently, `DatasetDict.column_names` returns a dict, with each split name as keys and the corresponding list of column names as values. However, by construction, all splits have the same column names. I think it makes more sense to return a single list with the column names, which is the same for all the split k...
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Make DatasetDict.column_names return a list instead of dict
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We do not have the online docs for the latest minor release 2.16 (2.16.0 nor 2.16.1). In the online docs, the latest version appearing is 2.15.0: https://huggingface.co/docs/datasets/index ![Screenshot from 2024-01-09 08-43-08](https://github.com/huggingface/datasets/assets/8515462/83613222-867f-41f4-8833-7a4a765...
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[ "Though the `build / build_main_documentation` CI job ran for 2.16.0: https://github.com/huggingface/datasets/actions/runs/7300836845/job/19896275099 🤔 ", "Yes, I saw it. Maybe @mishig25 can give us some hint...", "fixed https://huggingface.co/docs/datasets/v2.16.0/en/index", "Still missing 2.16.1.", "> St...
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we should not override if the features exist already https://github.com/huggingface/datasets/blob/d26abadce0b884db32382b92422d8a6aa997d40a/src/datasets/packaged_modules/webdataset/webdataset.py#L78-L85
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WebDataset ignores features defined in YAML or passed to load_dataset
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UPD: [Fixed](https://github.com/huggingface/datasets/issues/6568#issuecomment-1880817794) . But a new issue came up :(
2024-01-13T04:53:04Z
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2024-01-08T08:03:58Z
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keep_in_memory=True does not seem to work
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[ "Seems like I just used the old code which did not have `keep_in_memory=True` argument, sorry.\r\n\r\nAlthough i encountered a different problem – at 97% my python process just hung for around 11 minutes with no logs (when running dataset.map without `keep_in_memory=True` over around 3 million of dataset samples).....
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### Describe the bug ``` -------------------------------------------------------------------------- AttributeError Traceback (most recent call last) [<ipython-input-6-80c6086794e8>](https://localhost:8080/#) in <cell line: 10>() 8 report_to="wandb") 9 ---> 10 trainer =...
2024-01-08T11:56:19Z
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2024-01-08T06:40:21Z
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AttributeError: 'str' object has no attribute 'to'
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2024-01-08T10:03:17Z
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I_kwDODunzps57XsbK
[ "I think you are reporting an issue with the `transformers` library. Note this is the repository of the `datasets` library. I recommend that you open an issue in their repository: https://github.com/huggingface/transformers/issues\r\n\r\nEDIT: I have not the rights to transfer the issue\r\n~~I am transferring your ...
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### Describe the bug ``` Traceback (most recent call last): File "train_controlnet_sdxl.py", line 1252, in <module> main(args) File "train_controlnet_sdxl.py", line 1013, in main train_dataset = train_dataset.map(compute_embeddings_fn, batched=True, new_fingerprint=new_fingerprint) File "/home/mini...
2024-01-20T00:29:18Z
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2024-01-08T02:37:03Z
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I train controlnet_sdxl in bf16 datatype, got unsupported ERROR in datasets
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I_kwDODunzps57Wf6F
[ "I also see the same error and get passed it by casting that line to float. \r\n\r\nso `for x in obj.detach().cpu().numpy()` becomes `for x in obj.detach().to(torch.float).cpu().numpy()`\r\n\r\nI got the idea from [this ](https://github.com/kohya-ss/sd-webui-additional-networks/pull/128/files) PR where someone was...
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### Describe the bug Scenario: - Interleaving two iterable datasets of unequal lengths (`all_exhausted`), followed by a batch mapping with batch size 2 to effectively merge the two datasets and get a sample from each dataset in a single batch, with `drop_last_batch=True` to skip the last batch in case it doesn't ha...
2024-01-11T16:10:31Z
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2024-01-07T02:46:50Z
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`drop_last_batch=True` for IterableDataset map function is ignored with multiprocessing DataLoader
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2024-01-11T16:10:31Z
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I_kwDODunzps57UYOW
[ "My current workaround this issue is to return `None` in the second element and then filter out samples which have `None` in them.\r\n\r\n```python\r\ndef merge_samples(batch):\r\n if len(batch['a']) == 1:\r\n batch['c'] = [batch['a'][0]]\r\n batch['d'] = [None]\r\n else:\r\n batch['c'] ...
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### Describe the bug The issue shall be open: https://github.com/huggingface/datasets/issues/6435 When i try to pass `with_rank` to `Dataset.filter()`, i get this: `Dataset.filter() got an unexpected keyword argument 'with_rank'` ### Steps to reproduce the bug Run notebook: https://colab.research.google.com...
2024-01-29T16:36:55Z
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2024-01-06T23:48:13Z
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`Dataset.filter` missing `with_rank` parameter
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2024-01-29T16:36:54Z
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I_kwDODunzps57UM4K
[ "Thanks for reporting! I've opened a PR with a fix", "@mariosasko thank you very much :)" ]
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### Describe the bug Yep its not [there](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/utils/__init__.py) anymore. ```text + python /home/trainer/sft_train.py --model_name cognitivecomputations/dolphin-2.2.1-mistral-7b --dataset_name wasertech/OneOS --load_in_4bit --use_peft --batch_...
2024-03-14T02:59:42Z
6,563
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2024-01-06T02:28:54Z
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`ImportError`: cannot import name 'insecure_hashlib' from 'huggingface_hub.utils' (.../huggingface_hub/utils/__init__.py)
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2024-01-06T16:13:27Z
null
I_kwDODunzps57R8pC
[ "@Wauplin Do you happen to know what's up?", "<del>Installing `datasets` from `main` did the trick so I guess it will be fixed in the next release.\r\n\r\nNVM https://github.com/huggingface/datasets/blob/d26abadce0b884db32382b92422d8a6aa997d40a/src/datasets/utils/info_utils.py#L5", "@wasertech upgrading `huggin...
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### Describe the bug I have updated my dataset by adding a new feature, and push it to the hub. When I want to download it on my machine which contain the old version by using `datasets.load_dataset("your_dataset_name", download_mode=datasets.DownloadMode.FORCE_REDOWNLOAD)` I get an error (paste bellow). Seems that...
2024-01-05T19:10:25Z
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[]
2024-01-05T19:10:25Z
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datasets.DownloadMode.FORCE_REDOWNLOAD use cache to download dataset features with load_dataset function
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See https://huggingface.co/datasets/uonlp/CulturaX/discussions/15#6597e83f185db94370d6bf50 for reference
2024-01-05T14:06:18Z
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2024-01-05T14:03:33Z
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Document YAML configuration with "data_dir"
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CONTRIBUTOR
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I_kwDODunzps57OhiX
[ "In particular, I would like to have an example of how to replace the following configuration (from https://huggingface.co/docs/hub/datasets-manual-configuration#splits)\r\n\r\n```\r\n---\r\nconfigs:\r\n- config_name: default\r\n data_files:\r\n - split: train\r\n path: \"data/*.csv\"\r\n - split: test\r\n ...
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### Feature request HF datasets are awesome in supporting text and images. Will be great to see such a support in videos :) ### Motivation Video generation :) ### Your contribution Will probably be limited to raising this feature request ;)
2024-01-04T13:10:58Z
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2024-01-04T13:10:58Z
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Support Video
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### Describe the bug python script is: ``` from datasets import load_dataset cache_dir = 'path/to/your/cache/directory' dataset = load_dataset('allenai/c4','allenai--c4', data_files={'train': 'en/c4-train.00000-of-01024.json.gz'}, split='train', use_auth_token=False, cache_dir=cache_dir) ``` the script su...
2024-04-03T10:40:53Z
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2024-01-04T07:04:48Z
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Latest version 2.16.1, when load dataset error occurs. ValueError: BuilderConfig 'allenai--c4' not found. Available: ['default']
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2024-01-05T01:26:25Z
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I_kwDODunzps57FzR8
[ "Hi ! The \"allenai--c4\" config doesn't exist (this naming schema comes from old versions of `datasets`)\r\n\r\nYou can load it this way instead:\r\n\r\n```python\r\nfrom datasets import load_dataset\r\ncache_dir = 'path/to/your/cache/directory'\r\ndataset = load_dataset('allenai/c4', data_files={'train': 'en/c4-t...
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### Describe the bug ``` --------------------------------------------------------------------------- OSError Traceback (most recent call last) Cell In[24], line 28 23 return example 25 # Filter the dataset 26 # filtered_dataset = dataset.filter(contains_number...
2024-02-21T00:38:12Z
6,558
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2024-01-04T02:15:13Z
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OSError: image file is truncated (1 bytes not processed) #28323
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2024-02-21T00:38:12Z
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I_kwDODunzps57E6jg
[ "You can add \r\n\r\n```python\r\nfrom PIL import ImageFile\r\nImageFile.LOAD_TRUNCATED_IMAGES = True\r\n```\r\n\r\nafter the imports to be able to read truncated images." ]
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see (internal) https://huggingface.slack.com/archives/C02V51Q3800/p1703885853581679
2024-01-11T17:59:51Z
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2024-01-03T16:47:35Z
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Support standalone yaml
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MEMBER
2024-01-11T17:53:42Z
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6557). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@lhoestq \r\nhello\r\nI think it should be defined in config.py\r\nDATASET_ README_ FIL...
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A dataset repository with one image and one metadata file was considered a JSON dataset instead of an ImageFolder dataset. This is because we pick the dataset type with the most compatible data file extensions present in the repository and it results in a tie in this case. e.g. for https://huggingface.co/datasets/mu...
2024-02-12T21:57:34Z
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2024-01-03T13:13:02Z
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Fix imagefolder with one image
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Fix #6554.
2024-02-02T10:41:33Z
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Do not use Parquet exports if revision is passed
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We should not used Parquet exports if `revision` is passed. I think this is a regression.
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[ "I don't think this bug is a thing ? Do you have some code that leads to this issue ?" ]
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### Describe the bug use python -m pip install datasets to install ### Steps to reproduce the bug from datasets import load_dataset ### Expected behavior it doesn't work ### Environment info datasets version==2.15.0 python == 3.10.12 linux version I don't know??
2024-02-21T00:38:24Z
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Cannot import name 'load_dataset' from .... module ‘datasets’
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[ "I don't know My conpany conputer cannot work. but in my computer, it work?", "Do you have a folder in your working directory called datasets?" ]
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### Describe the bug Hello, I'm trying to load a dataset from Google Colab but the process hangs at `Resolving data files`: ![image](https://github.com/huggingface/datasets/assets/99779/7175ad85-e571-46ed-9f87-92653985777d) It is happening when the `_get_origin_metadata` definition is invoked: ```python d...
2024-01-08T10:09:04Z
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Loading a dataset from Google Colab hangs at "Resolving data files".
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[ "This bug comes from the `huggingface_hub` library, see: https://github.com/huggingface/huggingface_hub/issues/1952\r\n\r\nA fix is provided at https://github.com/huggingface/huggingface_hub/pull/1953. Feel free to install `huggingface_hub` from this PR, or wait for it to be merged and the new version of `huggingfa...
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Enable parallel downloads using multiprocessing when `num_proc` is passed to `load_dataset`. It was enabled for datasets with scripts already (if they passed lists to `dl_manager.download`) but not for no-script datasets (we pass dicts {split: [list of files]} to `dl_manager.download` for those ones). I fixed thi...
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Fix parallel downloads for datasets without scripts
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after discussions in https://github.com/huggingface/datasets/pull/6415
2024-01-31T13:45:15Z
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Multi gpu docs
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### Feature request Shouldn't this kinda work ? ``` Dataset.from_json("hf://datasets/HuggingFaceTB/eval_data/resolve/main/eval_data_context_and_answers.json") ``` I got an error ``` File ~/miniconda3/envs/datatrove/lib/python3.10/site-packages/datasets/data_files.py:380, in resolve_pattern(pattern, base_path, al...
2024-01-02T14:06:49Z
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2024-01-02T13:26:34Z
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Loading from hf hub with clearer error message
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[ "Maybe we can add a helper message like `Maybe try again using \"hf://path/without/resolve\"` if the path contains `/resolve/` ?\r\n\r\ne.g.\r\n\r\n```\r\nFileNotFoundError: Unable to find 'hf://datasets/HuggingFaceTB/eval_data/resolve/main/eval_data_context_and_answers.json'\r\nIt looks like you used parts of the ...
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### Describe the bug Hello everyone, I'm using **load_datasets** from **huggingface** to download the datasets and I'm facing an issue, the download starts but it reaches some state and then fails with the following error: Couldn't reach https://huggingface.co/datasets/wikimedia/wikipedia/resolve/4cb9b0d719291f1a10...
2024-01-02T10:33:17Z
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Skip if a dataset has issues
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[ "It looks like a transient DNS issue. It should work fine now if you try again.\r\n\r\nThere is no parameter in load_dataset to skip failed downloads. In your case it would have skipped every single subsequent download until the DNS issue was resolved anyway." ]
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set dev version
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### Describe the bug By default, the standard Image Dataset maps out `file_name` to `image` when loading an Image Dataset. However, if the dataset contains only 1 image, this does not take place ### Steps to reproduce the bug Input (dataset with one image `multimodalart/repro_1_image`) ```py from data...
2024-01-09T13:06:31Z
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2023-12-30T16:17:29Z
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`image` column not automatically inferred if image dataset only contains 1 image
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We should not use the parquet export when the user is passing config_kwargs I also fixed a regression that would disallow creating a custom config when a dataset has multiple predefined configs fix https://github.com/huggingface/datasets/issues/6533
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Fix custom configs from script
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The dl_manager base path is remote (e.g. a hf:// path), so local cached paths should be passed as absolute paths. This could happen if users provide a relative path as `cache_dir` fix https://github.com/huggingface/datasets/issues/6536
2023-12-30T16:00:06Z
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Fix dl_manager.extract returning FileNotFoundError
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### Describe the bug When I used load_dataset to download this data set, the following error occurred. The main problem was that the target data did not exist. ### Steps to reproduce the bug 1.I tried downloading directly. ```python wiki_dataset = load_dataset("wikipedia", "20220301.en") ``` An exception occurre...
2024-01-02T13:21:06Z
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2023-12-29T08:34:51Z
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Datasets : wikipedia 20220301.en error
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2024-01-02T13:20:30Z
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[ "Hi ! We now recommend using the `wikimedia/wikipedia` dataset, can you try loading this one instead ?\r\n\r\n```python\r\nwiki_dataset = load_dataset(\"wikimedia/wikipedia\", \"20231101.en\")\r\n```", "This bug has been fixed in `2.16.1` thanks to https://github.com/huggingface/datasets/pull/6544, feel free to ...
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### Describe the bug When I run down the below code shows this error: AttributeError: module 'numpy' has no attribute '_no_nep50_warning' I also added this issue in transformers library please check out: [link](https://github.com/huggingface/transformers/issues/28099) ### Steps to reproduce the bug ## Reproduction ...
2024-01-17T00:40:46Z
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2023-12-29T01:35:47Z
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Dataset not loading successfully.
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[ "This is a problem with your environment. You should be able to fix it by upgrading `numpy` based on [this](https://github.com/numpy/numpy/issues/23570) issue.", "Bro I already update numpy package.", "Then, this shouldn't throw an error on your machine:\r\n```python\r\nimport numpy\r\nnumpy._no_nep50_warning\r...
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### Describe the bug Hi, I tried to merge in total 22M sequences of data, where each sequence is of maximum length 2000. I found that merging these datasets and then `save_to_disk` is extremely slow because of flattening the indices. Wondering if you have any suggestions or guidance on this. Thank you very much! ###...
2023-12-30T15:05:48Z
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2023-12-29T00:44:35Z
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Extreme inefficiency for `save_to_disk` when merging datasets
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[ "Concatenating datasets doesn't create any indices mapping - so flattening indices is not needed (unless you shuffle the dataset).\r\nCan you share the snippet of code you are using to merge your datasets and save them to disk ?" ]
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### Describe the bug I can't load dataset subsets of 'pragmeval'. The funny thing is I ran the dataset author's [colab notebook](https://colab.research.google.com/drive/1sg--LF4z7XR1wxAOfp0-3d4J6kQ9nj_A?usp=sharing) and it works just fine. I tried to install exactly the same packages that are installed on colab usi...
2023-12-28T14:18:37Z
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2023-12-28T14:18:25Z
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'Repo card metadata block was not found' when loading a pragmeval dataset
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### Describe the bug While importing from packages getting the error Code: ``` import os import torch from datasets import load_dataset, Dataset from transformers import ( AutoModelForCausalLM, AutoTokenizer, BitsAndBytesConfig, HfArgumentParser, TrainingArguments, pipeline, ...
2024-01-03T10:06:47Z
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2023-12-27T13:31:16Z
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ImportError: cannot import name 'SchemaInferenceError' from 'datasets.arrow_writer' (/opt/conda/lib/python3.10/site-packages/datasets/arrow_writer.py)
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2024-01-03T10:04:58Z
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[ "Hi ! Are you sure you have `datasets` 2.16 ? I just checked and on 2.16 I can run `from datasets.arrow_writer import SchemaInferenceError` without error", "I have the same issue - using with datasets version 2.16.1. Also this is on a kaggle notebook - other people with the same issue also seem to be having it on...
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### Feature request netCDF (*.nc) is a file format for storing multidimensional scientific data, which is used by packages like `xarray` (labelled multi-dimensional arrays in Python). It would be nice to have native support for netCDF in `datasets`. ### Motivation When uploading *.nc files onto Huggingface Hub throu...
2023-12-27T20:46:53Z
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2023-12-27T09:27:29Z
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Adding support for netCDF (*.nc) files
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[ "Related to #3113 ", "Conceptually, we can use xarray to load the netCDF file, then xarray -> pandas -> pyarrow.", "I'd still need to verify that such a conversion would be lossless, especially for multi-dimensional data." ]
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### Describe the bug Seems `datasets.load_dataset` raises FileNotFoundError for some hub datasets with the latest `datasets==2.16.0` ### Steps to reproduce the bug For example `pip install datasets==2.16.0` then ```python import datasets datasets.load_dataset("wentingzhao/anthropic-hh-first-prompt", cache_di...
2023-12-30T18:58:04Z
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datasets.load_dataset raises FileNotFoundError for datasets==2.16.0
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2023-12-30T15:54:00Z
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I_kwDODunzps56mT4H
[ "Hi ! Thanks for reporting\r\n\r\nThis is a bug in 2.16.0 for some datasets when `cache_dir` is a relative path. I opened https://github.com/huggingface/datasets/pull/6543 to fix this", "We just released 2.16.1 with a fix:\r\n\r\n```\r\npip install -U datasets\r\n```" ]
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