Dataset Viewer
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https://api.github.com/repos/huggingface/datasets/issues/7299
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https://github.com/huggingface/datasets/issues/7299
2,695,378,251
I_kwDODunzps6gqDVL
7,299
Efficient Image Augmentation in Hugging Face Datasets
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1970-01-01T00:00:00
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### Describe the bug I'm using the Hugging Face datasets library to load images in batch and would like to apply a torchvision transform to solve the inconsistent image sizes in the dataset and apply some on the fly image augmentation. I can just think about using the collate_fn, but seems quite inefficient. ...
null
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https://api.github.com/repos/huggingface/datasets/issues/7298
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2,694,196,968
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7,298
loading dataset issue with load_dataset() when training controlnet
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1970-01-01T00:00:00
1,732
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### Describe the bug i'm unable to load my dataset for [controlnet training](https://github.com/huggingface/diffusers/blob/074e12358bc17e7dbe111ea4f62f05dbae8a49d5/examples/controlnet/train_controlnet.py#L606) using load_dataset(). however, load_from_disk() seems to work? would appreciate if someone can explain why ...
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https://api.github.com/repos/huggingface/datasets/issues/7297
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2,683,977,430
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7,297
wrong return type for `IterableDataset.shard()`
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1970-01-01T00:00:00
1,732
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### Describe the bug `IterableDataset.shard()` has the wrong typing for its return as `"Dataset"`. It should be `"IterableDataset"`. Makes my IDE unhappy. ### Steps to reproduce the bug look at [the source code](https://github.com/huggingface/datasets/blob/main/src/datasets/iterable_dataset.py#L2668)? ### Expected ...
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https://api.github.com/repos/huggingface/datasets/issues/7295
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2,672,003,384
I_kwDODunzps6fQ4k4
7,295
[BUG]: Streaming from S3 triggers `unexpected keyword argument 'requote_redirect_url'`
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1970-01-01T00:00:00
1,732
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### Describe the bug Note that this bug is only triggered when `streaming=True`. #5459 introduced always calling fsspec with `client_kwargs={"requote_redirect_url": False}`, which seems to have incompatibility issues even in the newest versions. Analysis of what's happening: 1. `datasets` passes the `client_kw...
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https://api.github.com/repos/huggingface/datasets/issues/7292
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2,664,250,855
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7,292
DataFilesNotFoundError for datasets `OpenMol/PubChemSFT`
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[ "Hi ! If the dataset owner uses `push_to_hub()` instead of `save_to_disk()` and upload the local files it will fix the issue.\r\nRight now `datasets` sees the train/test/valid pickle files but they are not supported file formats.", "Alternatively you can load the arrow file instead:\r\n\r\n```python\r\nfrom datas...
1970-01-01T00:00:00
1,731
1970-01-01T00:00:00
NONE
null
### Describe the bug Cannot load the dataset https://huggingface.co/datasets/OpenMol/PubChemSFT ### Steps to reproduce the bug ``` from datasets import load_dataset dataset = load_dataset('OpenMol/PubChemSFT') ``` ### Expected behavior ``` -----------------------------------------------------------------------...
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2,662,244,643
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7,291
Why return_tensors='pt' doesn't work?
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[ "Hi ! `datasets` uses Arrow as storage backend which is agnostic to deep learning frameworks like torch. If you want to get torch tensors back, you need to do `dataset = dataset.with_format(\"torch\")`", "> Hi ! `datasets` uses Arrow as storage backend which is agnostic to deep learning frameworks like torch. If ...
1970-01-01T00:00:00
1,731
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NONE
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### Describe the bug I tried to add input_ids to dataset with map(), and I used the return_tensors='pt', but why I got the callback with the type of List? ![image](https://github.com/user-attachments/assets/ab046e20-2174-4e91-9cd6-4a296a43e83c) ### Steps to reproduce the bug ![image](https://github.com/user-attac...
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2,657,620,816
I_kwDODunzps6eaBNQ
7,290
`Dataset.save_to_disk` hangs when using num_proc > 1
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1970-01-01T00:00:00
1,731
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### Describe the bug Hi, I'm encountered a small issue when saving datasets that led to the saving taking up to multiple hours. Specifically, [`Dataset.save_to_disk`](https://huggingface.co/docs/datasets/main/en/package_reference/main_classes#datasets.Dataset.save_to_disk) is a lot slower when using `num_proc>1` than...
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2,648,019,507
I_kwDODunzps6d1ZIz
7,289
Dataset viewer displays wrong statists
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[ "i think this issue is more for https://github.com/huggingface/dataset-viewer" ]
1970-01-01T00:00:00
1,731
1970-01-01T00:00:00
NONE
null
### Describe the bug In [my dataset](https://huggingface.co/datasets/speedcell4/opus-unigram2), there is a column called `lang2`, and there are 94 different classes in total, but the viewer says there are 83 values only. This issue only arises in the `train` split. The total number of values is also 94 in the `test`...
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2,646,958,393
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7,287
Support for identifier-based automated split construction
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[ "Hi ! You can already configure the README.md to have multiple sets of splits, e.g.\r\n\r\n```yaml\r\nconfigs:\r\n- config_name: my_first_set_of_split\r\n data_files:\r\n - split: train\r\n path: *.csv\r\n- config_name: my_second_set_of_split\r\n data_files:\r\n - split: train\r\n path: train-*.csv\r\n -...
1970-01-01T00:00:00
1,732
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CONTRIBUTOR
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### Feature request As far as I understand, automated construction of splits for hub datasets is currently based on either file names or directory structure ([as described here](https://huggingface.co/docs/datasets/en/repository_structure)) It would seem to be pretty useful to also allow splits to be based on ide...
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7,286
Concurrent loading in `load_from_disk` - `num_proc` as a param
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1970-01-01T00:00:00
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### Feature request https://github.com/huggingface/datasets/pull/6464 mentions a `num_proc` param while loading dataset from disk, but can't find that in the documentation and code anywhere ### Motivation Make loading large datasets from disk faster ### Your contribution Happy to contribute if given pointers
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7,282
Faulty datasets.exceptions.ExpectedMoreSplitsError
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1970-01-01T00:00:00
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CONTRIBUTOR
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### Describe the bug Trying to download only the 'validation' split of my dataset; instead hit the error `datasets.exceptions.ExpectedMoreSplitsError`. Appears to be the same undesired behavior as reported in [#6939](https://github.com/huggingface/datasets/issues/6939), but with `data_files`, not `data_dir`. Her...
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7,281
File not found error
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[ "Link to the dataset: https://huggingface.co/datasets/MichielBontenbal/UrbanSounds " ]
1970-01-01T00:00:00
1,730
null
NONE
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### Describe the bug I get a FileNotFoundError: <img width="944" alt="image" src="https://github.com/user-attachments/assets/1336bc08-06f6-4682-a3c0-071ff65efa87"> ### Steps to reproduce the bug See screenshot. ### Expected behavior I want to load one audiofile from the dataset. ### Environmen...
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2,639,977,077
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7,280
Add filename in error message when ReadError or similar occur
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[ "Hi Elisa, please share the error traceback here, and if you manage to find the location in the `datasets` code where the error occurs, feel free to open a PR to add the necessary logging / improve the error message.", "> please share the error traceback\n\nI don't have access to it but it should be during [this ...
1970-01-01T00:00:00
1,732
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Please update error messages to include relevant information for debugging when loading datasets with `load_dataset()` that may have a few corrupted files. Whenever downloading a full dataset, some files might be corrupted (either at the source or from downloading corruption). However the errors often only let me k...
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2,631,917,431
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7,276
Accessing audio dataset value throws Format not recognised error
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[ "Hi ! can you try if this works ?\r\n\r\n```python\r\nimport soundfile as sf\r\n\r\nwith open('C:\\\\Users\\\\Nawaz-Server\\\\.cache\\\\huggingface\\\\hub\\\\datasets--fawazahmed0--bug-audio\\\\snapshots\\\\fab1398431fed1c0a2a7bff0945465bab8b5daef\\\\data\\\\Ghamadi\\\\037136.mp3', 'rb') as f:\r\n print(sf.read(...
1970-01-01T00:00:00
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### Describe the bug Accessing audio dataset value throws `Format not recognised error` ### Steps to reproduce the bug **code:** ```py from datasets import load_dataset dataset = load_dataset("fawazahmed0/bug-audio") for data in dataset["train"]: print(data) ``` **output:** ```bash (mypy) ...
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2,631,713,397
I_kwDODunzps6c3MJ1
7,275
load_dataset
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1970-01-01T00:00:00
1,730
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### Describe the bug I am performing two operations I see on a hugging face tutorial (Fine-tune a language model), and I am defining every aspect inside the mapped functions, also some imports of the library because it doesnt identify anything not defined outside that function where the dataset elements are being mapp...
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2,626,873,843
I_kwDODunzps6ckunz
7,269
Memory leak when streaming
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[ "I seem to have encountered the same problem when loading non streaming datasets. load_from_disk. Causing hundreds of GB of memory, but the dataset actually only has 50GB", "FYI when streaming parquet data, only one row group per worker is loaded in memory at a time.\r\n\r\nBtw for datasets of embeddings you can ...
1970-01-01T00:00:00
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### Describe the bug I try to use a dataset with streaming=True, the issue I have is that the RAM usage becomes higher and higher until it is no longer sustainable. I understand that huggingface store data in ram during the streaming, and more worker in dataloader there are, more a lot of shard will be stored in ...
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2,626,664,687
I_kwDODunzps6cj7jv
7,268
load_from_disk
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[ "Hello, It's an interesting issue here. I have the same problem, I have a local dataset and I want to push the dataset to the hub but huggingface does a copy of it.\r\n\r\n```py\r\nfrom datasets import load_dataset\r\n\r\ndataset = load_dataset(\"webdataset\", data_files=\"/media/works/data/*.tar\") # copy here\r\n...
1970-01-01T00:00:00
1,730
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### Describe the bug I have data saved with save_to_disk. The data is big (700Gb). When I try loading it, the only option is load_from_disk, and this function copies the data to a tmp directory, causing me to run out of disk space. Is there an alternative solution to that? ### Steps to reproduce the bug when trying ...
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2,626,490,029
I_kwDODunzps6cjQ6t
7,267
Source installation fails on Macintosh with python 3.10
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[ "I encountered the same problem on M1, a workaround I did was to simply comment out the dependency:\r\n\r\n```python\r\n...\r\n \"zstandard\",\r\n \"polars[timezone]>=0.20.0\",\r\n # \"decord==0.6.0\",\r\n]\r\n```\r\n\r\nThis worked for me as the adjustments I did to the code do not use the dependency, but...
1970-01-01T00:00:00
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### Describe the bug Hi, Decord is a dev dependency not maintained since couple years. It does not have an ARM package available rendering it uninstallable on non-intel based macs Suggestion is to move to eva-decord (https://github.com/georgia-tech-db/eva-decord) which doesnt have this problem. Happy to...
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2,624,666,087
I_kwDODunzps6ccTnn
7,266
The dataset viewer should be available soon. Please retry later.
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[ "Waiting is all you need. 10 hours later, it works." ]
1970-01-01T00:00:00
1,730
1970-01-01T00:00:00
NONE
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### Describe the bug After waiting for 2 hours, it still presents ``The dataset viewer should be available soon. Please retry later.'' ### Steps to reproduce the bug dataset link: https://huggingface.co/datasets/BryanW/HI_EDIT ### Expected behavior Present the dataset viewer. ### Environment info NA
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2,620,510,840
I_kwDODunzps6cMdJ4
7,261
Cannot load the cache when mapping the dataset
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1970-01-01T00:00:00
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### Describe the bug I'm training the flux controlnet. The train_dataset.map() takes long time to finish. However, when I killed one training process and want to restart a new training with the same dataset. I can't reuse the mapped result even I defined the cache dir for the dataset. with accelerator.main_process_...
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2,620,014,285
I_kwDODunzps6cKj7N
7,260
cache can't cleaned or disabled
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1970-01-01T00:00:00
1,730
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### Describe the bug I tried following ways, the cache can't be disabled. I got 2T data, but I also got more than 2T cache file. I got pressure on storage. I need to diable cache or cleaned immediately after processed. Following ways are all not working, please give some help! ```python from datasets import ...
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2,616,174,996
I_kwDODunzps6b76mU
7,254
mismatch for datatypes when providing `Features` with `Array2D` and user specified `dtype` and using with_format("numpy")
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[ "It seems that https://github.com/huggingface/datasets/issues/5517 is exactly the same issue.\r\n\r\nIt was mentioned there that this would be fixed in version 3.x" ]
1970-01-01T00:00:00
1,729
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### Describe the bug If the user provides a `Features` type value to `datasets.Dataset` with members having `Array2D` with a value for `dtype`, it is not respected during `with_format("numpy")` which should return a `np.array` with `dtype` that the user provided for `Array2D`. It seems for floats, it will be set to `f...
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2,615,862,202
I_kwDODunzps6b6uO6
7,253
Unable to upload a large dataset zip either from command line or UI
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1970-01-01T00:00:00
1,729
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### Describe the bug Unable to upload a large dataset zip from command line or UI. UI simply says error. I am trying to a upload a tar.gz file of 17GB. <img width="550" alt="image" src="https://github.com/user-attachments/assets/f9d29024-06c8-49c4-a109-0492cff79d34"> <img width="755" alt="image" src="https://githu...
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2,610,136,636
I_kwDODunzps6bk4Y8
7,249
How to debugging
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1970-01-01T00:00:00
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### Describe the bug I wanted to use my own script to handle the processing, and followed the tutorial documentation by rewriting the MyDatasetConfig and MyDatasetBuilder (which contains the _info,_split_generators and _generate_examples methods) classes. Testing with simple data was able to output the results of the ...
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2,609,926,089
I_kwDODunzps6bkE_J
7,248
ModuleNotFoundError: No module named 'datasets.tasks'
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[ "tasks was removed in v3: #6999 \r\n\r\nI also don't see why TextClassification is imported, since it's not used after. So the fix is simple: delete this line.", "I opened https://huggingface.co/datasets/knowledgator/events_classification_biotech/discussions/7 to remove the line, hopefully the dataset owner will ...
1970-01-01T00:00:00
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### Describe the bug --------------------------------------------------------------------------- ModuleNotFoundError Traceback (most recent call last) [<ipython-input-9-13b5f31bd391>](https://bcb6shpazyu-496ff2e9c6d22116-0-colab.googleusercontent.com/outputframe.html?vrz=colab_20241022-060119_R...
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Adding column with dict struction when mapping lead to wrong order
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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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ArrayXD with None as leading dim incompatible with DatasetCardData
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[ "It looks like `CardData` in `huggingface_hub` removes None values where it shouldn't. Indeed it calls `_remove_none` on the return of `to_dict()`:\r\n\r\n```python\r\n def to_dict(self) -> Dict[str, Any]:\r\n \"\"\"Converts CardData to a dict.\r\n\r\n Returns:\r\n `dict`: CardData repre...
1970-01-01T00:00:00
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### Describe the bug Creating a dataset with ArrayXD features leads to errors when downloading from hub due to DatasetCardData removing the Nones @lhoestq ### Steps to reproduce the bug ```python import numpy as np from datasets import Array2D, Dataset, Features, load_dataset def examples_generator():...
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`push_to_hub` overwrite argument
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[ "Hi ! Do you mean deleting all the files ? or erasing the repository git history before push_to_hub ?", "Hi! I meant the latter.", "I don't think there is a `huggingface_hub` utility to erase the git history, cc @Wauplin maybe ?", "What is the goal exactly of deleting all the git history without deleting the ...
1970-01-01T00:00:00
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### Feature request Add an `overwrite` argument to the `push_to_hub` method. ### Motivation I want to overwrite a repo without deleting it on Hugging Face. Is this possible? I couldn't find anything in the documentation or tutorials. ### Your contribution I can create a PR.
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incompatibily issue when using load_dataset with datasets==3.0.1
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### Describe the bug There is a bug when using load_dataset with dataset version at 3.0.1 . Please see below in the "steps to reproduce the bug". To resolve the bug, I had to downgrade to version 2.21.0 OS: Ubuntu 24 (AWS instance) Python: same bug under 3.12 and 3.10 The error I had was: Traceback (most rec...
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