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https://api.github.com/repos/huggingface/datasets/issues/7299
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2,695,378,251
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7,299
Efficient Image Augmentation in Hugging Face Datasets
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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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7,298
loading dataset issue with load_dataset() when training controlnet
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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 ...
null
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2,683,977,430
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7,297
wrong return type for `IterableDataset.shard()`
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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 ...
null
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7,295
[BUG]: Streaming from S3 triggers `unexpected keyword argument 'requote_redirect_url'`
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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...
null
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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...
1970-01-01T00:00:00.000001
1,731
1970-01-01T00:00:00.000001
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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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 ...
1970-01-01T00:00:00.000001
1,731
null
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...
null
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2,657,620,816
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7,290
`Dataset.save_to_disk` hangs when using num_proc > 1
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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...
null
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2,648,019,507
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7,289
Dataset viewer displays wrong statists
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[ "i think this issue is more for https://github.com/huggingface/dataset-viewer" ]
1970-01-01T00:00:00.000001
1,731
1970-01-01T00:00:00.000001
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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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 -...
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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...
null
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7,286
Concurrent loading in `load_from_disk` - `num_proc` as a param
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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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Faulty datasets.exceptions.ExpectedMoreSplitsError
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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...
null
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File not found error
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[ "Link to the dataset: https://huggingface.co/datasets/MichielBontenbal/UrbanSounds " ]
1970-01-01T00:00:00.000001
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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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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 ...
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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(...
1970-01-01T00:00:00.000001
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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
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7,275
load_dataset
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1970-01-01T00:00:00.000001
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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
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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 ...
1970-01-01T00:00:00.000001
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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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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...
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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...
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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
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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." ]
1970-01-01T00:00:00.000001
1,730
1970-01-01T00:00:00.000001
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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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I_kwDODunzps6cMdJ4
7,261
Cannot load the cache when mapping the dataset
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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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1970-01-01T00:00:00.000001
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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" ]
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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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### 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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I_kwDODunzps6bk4Y8
7,249
How to debugging
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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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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 ...
1970-01-01T00:00:00.000001
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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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7,247
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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7,243
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...
1970-01-01T00:00:00.000001
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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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7,241
`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 ...
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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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数据集数量问题
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### Describe the bug 这里我进行大模型微调,当数据集数量为718时,模型可以正常微调,但是当我添加一个在前718个数据集中的数据或者新增一个数据就会报错 ### Steps to reproduce the bug 1. 这里我的数据集可以微调的最后两个数据集是: { "messages": [ { "role": "user", "content": "完成校正装置设计后需要进行哪些工作?" }, { "role": "assistant", "content": "一旦完成校正装置设计后,需要进行系统实际调校...
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Composite (multi-column) features
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### Feature request Structured data types (graphs etc.) might often be most efficiently stored as multiple columns, which then need to be combined during feature decoding Although it is currently possible to nest features as structs, my impression is that in particular when dealing with e.g. a feature composed of...
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Add R as a How to use from the Polars (R) Library as an option
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### Feature request The boiler plate code to access a dataset via the hugging face file system is very useful. Please addd ## Add Polars (R) option The equivailent code works, because the [Polars-R](https://github.com/pola-rs/r-polars) wrapper has hugging faces funcitonaliy as well. ```r library(polars) ...
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Huggingface GIT returns null as Content-Type instead of application/x-git-receive-pack-result
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### Describe the bug We push changes to our datasets programmatically. Our git client jGit reports that the hf git server returns null as Content-Type after a push. ### Steps to reproduce the bug A basic kotlin application: ``` val person = PersonIdent( "padmalcom", "padmalcom@sth.com" ) ...
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Fallback to arrow defaults when loading dataset with custom features that aren't registered locally
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### Describe the bug Datasets allows users to create and register custom features. However if datasets are then pushed to the hub, this means that anyone calling load_dataset without registering the custom Features in the same way as the dataset creator will get an error message. It would be nice to offer a fall...
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TypeError: Couldn't cast array of type string to null in long json
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### Describe the bug In general, changing the type from string to null is allowed within a dataset — there are even examples of this in the documentation. However, if the dataset is large and unevenly distributed, this allowance stops working. The schema gets locked in after reading a chunk. Consequently, if al...
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Custom features not compatible with special encoding/decoding logic
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[ "I think you can fix this simply by replacing the line with hardcoded features with `hastattr(schema, \"encode_example\")` actually", "#7284 " ]
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CONTRIBUTOR
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### Describe the bug It is possible to register custom features using datasets.features.features.register_feature (https://github.com/huggingface/datasets/pull/6727) However such features are not compatible with Features.encode_example/decode_example if they require special encoding / decoding logic because encod...
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ds.map(f, num_proc=10) is slower than df.apply
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[ "Hi ! `map()` reads all the columns and writes the resulting dataset with all the columns as well, while df.column_name.apply only reads and writes one column and does it in memory. So this is speed difference is actually expected.\r\n\r\nMoreover using multiprocessing on a dataset that lives in memory (from_pandas...
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### Describe the bug pandas columns: song_id, song_name ds = Dataset.from_pandas(df) def has_cover(song_name): if song_name is None or pd.isna(song_name): return False return 'cover' in song_name.lower() df['has_cover'] = df.song_name.progress_apply(has_cover) ds = ds.map(lambda x: {'has_cov...
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7,215
Iterable dataset map with explicit features causes slowdown for Sequence features
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### Describe the bug When performing map, it's nice to be able to pass the new feature type, and indeed required by interleave and concatenate datasets. However, this can cause a major slowdown for certain types of array features due to the features being re-encoded. This is separate to the slowdown reported i...
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7,214
Formatted map + with_format(None) changes array dtype for iterable datasets
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[ "possibly due to this logic:\r\n\r\n```python\r\n def _arrow_array_to_numpy(self, pa_array: pa.Array) -> np.ndarray:\r\n if isinstance(pa_array, pa.ChunkedArray):\r\n if isinstance(pa_array.type, _ArrayXDExtensionType):\r\n # don't call to_pylist() to preserve dtype of the fixed-...
1970-01-01T00:00:00.000001
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### Describe the bug When applying with_format -> map -> with_format(None), array dtypes seem to change, even if features are passed ### Steps to reproduce the bug ```python features=Features(**{"array0": Array3D((None, 10, 10), dtype="float32")}) dataset = Dataset.from_dict({f"array0": [np.zeros((100,10,10...
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7,213
Add with_rank to Dataset.from_generator
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### Feature request Add `with_rank` to `Dataset.from_generator` similar to `Dataset.map` and `Dataset.filter`. ### Motivation As for `Dataset.map` and `Dataset.filter`, this is useful when creating cache files using multi-GPU, where the rank can be used to select GPU IDs. For now, rank can be added in the `ge...
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7,212
Windows do not supprot signal.alarm and singal.signal
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### Describe the bug signal.alarm and signal.signal are used in the load.py module, but these are not supported by Windows. ### Steps to reproduce the bug lighteval accelerate --model_args "pretrained=gpt2,trust_remote_code=True" --tasks "community|kinit_sts" --custom_tasks "community_tasks/kinit_evals.py" --output...
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7,211
Describe only selected fields in README
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### Feature request Hi Datasets team! Is it possible to add the ability to describe only selected fields of the dataset files in `README.md`? For example, I have this open dataset ([open-llm-leaderboard/results](https://huggingface.co/datasets/open-llm-leaderboard/results?row=0)) and I want to describe only some f...
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2,575,883,939
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7,210
Convert Array features to numpy arrays rather than lists by default
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### Feature request It is currently quite easy to cause massive slowdowns when using datasets and not familiar with the underlying data conversions by e.g. making bad choices of formatting. Would it be more user-friendly to set defaults that avoid this as much as possible? e.g. format Array features as numpy arrays...
null
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2,575,484,256
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7,208
Iterable dataset.filter should not override features
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[ "closed by https://github.com/huggingface/datasets/pull/7209, thanks @alex-hh !" ]
1970-01-01T00:00:00.000001
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CONTRIBUTOR
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### Describe the bug When calling filter on an iterable dataset, the features get set to None ### Steps to reproduce the bug import numpy as np import time from datasets import Dataset, Features, Array3D ```python features=Features(**{"array0": Array3D((None, 10, 10), dtype="float32"), "array1": Array3D((None,...
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7,206
Slow iteration for iterable dataset with numpy formatting for array data
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[ "The below easily eats up 32G of RAM. Leaving it for a while bricked the laptop with 16GB.\r\n\r\n```\r\ndataset = load_dataset(\"Voxel51/OxfordFlowers102\", data_dir=\"data\").with_format(\"numpy\")\r\nprocessed_dataset = dataset.map(lambda x: x)\r\n```\r\n\r\n![image](https://github.com/user-attachments/assets/c1...
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1,729
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CONTRIBUTOR
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### Describe the bug When working with large arrays, setting with_format to e.g. numpy then applying map causes a significant slowdown for iterable datasets. ### Steps to reproduce the bug ```python import numpy as np import time from datasets import Dataset, Features, Array3D features=Features(**{"array...
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7,202
`from_parquet` return type annotation
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### Describe the bug As already posted in https://github.com/microsoft/pylance-release/issues/6534, the correct type hinting fails when building a dataset using the `from_parquet` constructor. Their suggestion is to comprehensively annotate the method's return type to better align with the docstring information. ###...
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`load_dataset()` of images from a single directory where `train.png` image exists
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### Describe the bug Hey! Firstly, thanks for maintaining such framework! I had a small issue, where I wanted to load a custom dataset of image+text captioning. I had all of my images in a single directory, and one of the images had the name `train.png`. Then, the loaded dataset had only this image. I guess it'...
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ConnectionError: Couldn't reach 'allenai/c4' on the Hub (ConnectionError)数据集下不下来,怎么回事
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[ "Also cant download \"allenai/c4\", but with different error reported:\r\n```\r\nTraceback (most recent call last): ...
1970-01-01T00:00:00.000001
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### Describe the bug from datasets import load_dataset print("11") traindata = load_dataset('ptb_text_only', 'penn_treebank', split='train') print("22") valdata = load_dataset('ptb_text_only', 'penn_treebank', split='validation') ### Steps to reproduce the b...
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concatenate_datasets does not preserve shuffling state
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CONTRIBUTOR
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### Describe the bug After concatenate datasets on an iterable dataset, the shuffling state is destroyed, similar to #7156 This means concatenation cant be used for resolving uneven numbers of samples across devices when using iterable datasets in a distributed setting as discussed in #6623 I also noticed th...
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7,195
Add support for 3D datasets
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[ "maybe related: https://github.com/huggingface/datasets/issues/6388", "Also look at https://github.com/huggingface/dataset-viewer/blob/f5fd117ceded990a7766e705bba1203fa907d6ad/services/worker/src/worker/job_runners/dataset/modalities.py#L241 which lists the 3D file formats that will assign the 3D modality to a da...
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COLLABORATOR
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See https://huggingface.co/datasets/allenai/objaverse for example
null
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7,194
datasets.exceptions.DatasetNotFoundError for private dataset
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[ "Actually there is no such dataset available, that is why you are getting that error.", "Fixed with @kdutia in Slack chat. Generating a new token fixed this issue. " ]
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### Describe the bug The following Python code tries to download a private dataset and fails with the error `datasets.exceptions.DatasetNotFoundError: Dataset 'ClimatePolicyRadar/all-document-text-data-weekly' doesn't exist on the Hub or cannot be accessed.`. Downloading a public dataset doesn't work. ``` py fro...
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7,193
Support of num_workers (multiprocessing) in map for IterableDataset
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[ "I was curious about the same - since map is applied on the fly I was assuming that setting num_workers>1 in DataLoader would effectively do the map in parallel, have you tried that?" ]
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NONE
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### Feature request Currently, IterableDataset doesn't support setting num_worker in .map(), which results in slow processing here. Could we add support for it? As .map() can be run in the batch fashion (e.g., batch_size is default to 1000 in datasets), it seems to be doable for IterableDataset as the regular Dataset....
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7,192
Add repeat() for iterable datasets
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[ "perhaps concatenate_datasets can already be used to achieve almost the same effect? ", "`concatenate_datasets` does the job when there is a finite number of repetitions, but in case of `.repeat()` forever we need a new logic in `iterable_dataset.py`" ]
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CONTRIBUTOR
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### Feature request It would be useful to be able to straightforwardly repeat iterable datasets indefinitely, to provide complete control over starting and ending of iteration to the user. An IterableDataset.repeat(n) function could do this automatically ### Motivation This feature was discussed in this iss...
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7,190
Datasets conflicts with fsspec 2024.9
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[ "Yes, I need to use the latest version of fsspec and datasets for my usecase. \r\nhttps://github.com/fsspec/s3fs/pull/888#issuecomment-2404204606\r\nhttps://github.com/apache/arrow/issues/34363#issuecomment-2403553473\r\n\r\nlast version where things install without conflict is: 2.14.4\r\n\r\nSo this issue starts f...
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NONE
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### Describe the bug Installing both in latest versions are not possible `pip install "datasets==3.0.1" "fsspec==2024.9.0"` But using older version of datasets is ok `pip install "datasets==1.24.4" "fsspec==2024.9.0"` ### Steps to reproduce the bug `pip install "datasets==3.0.1" "fsspec==2024.9.0"` #...
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7,189
Audio preview in dataset viewer for audio array data without a path/filename
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### Feature request Huggingface has quite a comprehensive set of guides for [audio datasets](https://huggingface.co/docs/datasets/en/audio_dataset). It seems, however, all these guides assume the audio array data to be decoded/inserted into a HF dataset always originates from individual files. The [Audio-dataclass](...
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shard_data_sources() got an unexpected keyword argument 'worker_id'
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### Describe the bug ``` [rank0]: File "/home/qinghao/miniconda3/envs/doremi/lib/python3.10/site-packages/datasets/iterable_dataset.py", line 238, in __iter__ [rank0]: for key_example in islice(self.generate_examples_fn(**gen_kwags), shard_example_idx_start, None): [rank0]: File "/home/qinghao/miniconda3/en...
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7,186
pinning `dill<0.3.9` without pinning `multiprocess`
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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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7,185
CI benchmarks are broken
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[ "Fixed by #7205" ]
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Since Aug 30, 2024, CI benchmarks are broken: https://github.com/huggingface/datasets/actions/runs/11108421214/job/30861323975 ``` {"level":"error","message":"Resource not accessible by integration","name":"HttpError","request":{"body":"{\"body\":\"<details>\\n<summary>Show benchmarks</summary>\\n\\nPyArrow==8.0.0\\n...
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CI is broken for deps-latest
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See: https://github.com/huggingface/datasets/actions/runs/11106149906/job/30853879890 ``` =========================== short test summary info ============================ FAILED tests/test_arrow_dataset.py::BaseDatasetTest::test_filter_caching_on_disk - AssertionError: Lists differ: [{'fi[44 chars] {'filename': '/...
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7,180
Memory leak when wrapping datasets into PyTorch Dataset without explicit deletion
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[ "> I've encountered a memory leak when wrapping the HuggingFace dataset into a PyTorch Dataset. The RAM usage constantly increases during iteration if items are not explicitly deleted after use.\r\n\r\nDatasets are memory mapped so they work like SWAP memory. In particular as long as you have RAM available the data...
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### Describe the bug I've encountered a memory leak when wrapping the HuggingFace dataset into a PyTorch Dataset. The RAM usage constantly increases during iteration if items are not explicitly deleted after use. ### Steps to reproduce the bug Steps to reproduce: Create a PyTorch Dataset wrapper f...
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7,178
Support Python 3.11
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Support Python 3.11: https://peps.python.org/pep-0664/
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[FSTimeoutError] load_dataset
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[ "Is this `FSTimeoutError` due to download network issue from remote resource (from where it is being accessed)?", "It seems to happen for all datasets, not just a specific one, and especially for versions after 3.0. (3.0.0, 3.0.1 have this problem)\r\n\r\nI had the same error on a different dataset, but after dow...
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### Describe the bug When using `load_dataset`to load [HuggingFaceM4/VQAv2](https://huggingface.co/datasets/HuggingFaceM4/VQAv2), I am getting `FSTimeoutError`. ### Error ``` TimeoutError: The above exception was the direct cause of the following exception: FSTimeoutError Trac...
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CI is broken: No solution found when resolving dependencies
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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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JSON lines with missing columns raise CastError: > CastError: Couldn't cast ... to ... because column names don't match Related to: - #7159 - #7161
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sd1.5 diffusers controlnet training script gives new error
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[ "not sure why the issue is formatting oddly", "I guess this is a dupe of\r\n\r\nhttps://github.com/huggingface/datasets/issues/7071", "this turned out to be because of a bad image in dataset" ]
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### Describe the bug This will randomly pop up during training now ``` Traceback (most recent call last): File "/workspace/diffusers/examples/controlnet/train_controlnet.py", line 1192, in <module> main(args) File "/workspace/diffusers/examples/controlnet/train_controlnet.py", line 1041, in main ...
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Error Mapping on sd3, sdxl and upcoming flux controlnet training scripts in diffusers
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[ "this is happening on large datasets, if anyone happens upon this i was able to fix by changing\r\n\r\n```\r\ntrain_dataset = train_dataset.map(compute_embeddings_fn, batched=True, new_fingerprint=new_fingerprint)\r\n```\r\n\r\nto\r\n\r\n```\r\ntrain_dataset = train_dataset.map(compute_embeddings_fn, batched=True, ...
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### Describe the bug ``` Map: 6%|██████ | 8000/138120 [19:27<5:16:36, 6.85 examples/s] Traceback (most recent call last): File "/workspace/diffusers/examples/controlnet/train_controlnet_sd3.py", line 1416, in <mod...
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fsspec.exceptions.FSTimeoutError when downloading dataset
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[ "Hi ! If you check the dataset loading script [here](https://huggingface.co/datasets/openslr/librispeech_asr/blob/main/librispeech_asr.py) you'll see that it downloads the data from OpenSLR, and apparently their storage has timeout issues. It would be great to ultimately host the dataset on Hugging Face instead.\r\...
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### Describe the bug I am trying to download the `librispeech_asr` `clean` dataset, which results in a `FSTimeoutError` exception after downloading around 61% of the data. ### Steps to reproduce the bug ``` import datasets datasets.load_dataset("librispeech_asr", "clean") ``` The output is as follows: > Dow...
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Set explicit seed in iterable dataset ddp shuffling example
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[ "thanks for reporting !" ]
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### Describe the bug In the examples section of the iterable dataset docs https://huggingface.co/docs/datasets/en/package_reference/main_classes#datasets.IterableDataset the ddp example shuffles without seeding ```python from datasets.distributed import split_dataset_by_node ids = ds.to_iterable_dataset(num_sh...
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JSON lines with empty struct raise ArrowTypeError: struct fields don't match or are in the wrong order See example: https://huggingface.co/datasets/wikimedia/structured-wikipedia/discussions/5 > ArrowTypeError: struct fields don't match or are in the wrong order: Input fields: struct<> output fields: struct<pov_c...
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[ "Hello,\r\n\r\nI have still the same issue when loading the dataset with the new version:\r\n[https://huggingface.co/datasets/wikimedia/structured-wikipedia/discussions/5](https://huggingface.co/datasets/wikimedia/structured-wikipedia/discussions/5)\r\n\r\nI have downloaded and unzipped the wikimedia/structured-wik...
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JSON lines with missing struct fields raise TypeError: Couldn't cast array of type. See example: https://huggingface.co/datasets/wikimedia/structured-wikipedia/discussions/5 One would expect that the struct missing fields are added with null values.
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7,156
interleave_datasets resets shuffle state
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### Describe the bug ``` import datasets import torch.utils.data def gen(shards): yield {"shards": shards} def main(): dataset = datasets.IterableDataset.from_generator( gen, gen_kwargs={'shards': list(range(25))} ) dataset = dataset.shuffle(buffer_size=1) dataset...
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7,155
Dataset viewer not working! Failure due to more than 32 splits.
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[ "I have fixed it! But I would appreciate a new feature wheere I could iterate over and see what each file looks like. " ]
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Hello guys, I have a dataset and I didn't know I couldn't upload more than 32 splits. Now, my dataset viewer is not working. I don't have the dataset locally on my node anymore and recreating would take a week. And I have to publish the dataset coming Monday. I read about the practice, how I can resolve it and avoi...
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7,153
Support data files with .ndjson extension
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### Feature request Support data files with `.ndjson` extension. ### Motivation We already support data files with `.jsonl` extension. ### Your contribution I am opening a PR.
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WebDataset loader splits keys differently than WebDataset library
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As reported by @ragavsachdeva (see discussion here: https://github.com/huggingface/datasets/pull/7144#issuecomment-2348307792), our webdataset loader is not aligned with the `webdataset` library when splitting keys from filenames. For example, we get a different key splitting for filename `/some/path/22.0/1.1.png`: ...
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Datasets Unknown Keyword Argument Error - task_templates
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[ "Thanks, for reporting.\r\n\r\nWe have been fixing most Hub datasets to remove the deprecated (and now non-supported) task templates, but we missed the \"facebook/winoground\".\r\n\r\nIt is fixed now: https://huggingface.co/datasets/facebook/winoground/discussions/8\r\n\r\n", "Hello @albertvillanova \r\n\r\nI got...
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### Describe the bug Issue ```python from datasets import load_dataset examples = load_dataset('facebook/winoground', use_auth_token=<YOUR USER ACCESS TOKEN>) ``` Gives error ``` TypeError: DatasetInfo.__init__() got an unexpected keyword argument 'task_templates' ``` A simple downgrade to lower `data...
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Bug: Error when downloading mteb/mtop_domain
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[ "Could you please try with `force_redownload` instead?\r\nEDIT:\r\n```python\r\ndata = load_dataset(\"mteb/mtop_domain\", \"en\", download_mode=\"force_redownload\")\r\n```", "Seems the error is still there", "I am not able to reproduce the issue:\r\n```python\r\nIn [1]: from datasets import load_dataset\r\n\r\...
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### Describe the bug When downloading the dataset "mteb/mtop_domain", ran into the following error: ``` Traceback (most recent call last): File "/share/project/xzy/test/test_download.py", line 3, in <module> data = load_dataset("mteb/mtop_domain", "en", trust_remote_code=True) File "/opt/conda/lib/pytho...
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IterableDataset strange deadlock
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[ "Yes `interleave_datasets` seems to have an issue with shuffling, could you open a new issue on this ?\r\n\r\nThen regarding the deadlock, it has to do with interleave_dataset with probabilities=[1, 0] with workers that may contain an empty dataset in first position (it can be empty since you distribute 1024 shard ...
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### Describe the bug ``` import datasets import torch.utils.data num_shards = 1024 def gen(shards): for shard in shards: if shard < 25: yield {"shard": shard} def main(): dataset = datasets.IterableDataset.from_generator( gen, gen_kwargs={"shards": lis...
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Specifying datatype when adding a column to a dataset.
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### Feature request There should be a way to specify the datatype of a column in `datasets.add_column()`. ### Motivation To specify a custom datatype, we have to use `datasets.add_column()` followed by `datasets.cast_column()` which is slow for large datasets. Another workaround is to pass a `numpy.array()` of desi...
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Older datasets throwing safety errors with 2.21.0
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[ "I am also getting this error with this dataset: https://huggingface.co/datasets/google/IFEval", "Me too, didn't have this issue few hours ago.", "same observation. I even downgraded `datasets==2.20.0` and `huggingface_hub==0.23.5` leading me to believe it's an issue on the server.\r\n\r\nany known workarounds?...
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### Describe the bug The dataset loading was throwing some safety errors for this popular dataset `wmt14`. [in]: ``` import datasets # train_data = datasets.load_dataset("wmt14", "de-en", split="train") train_data = datasets.load_dataset("wmt14", "de-en", split="train") val_data = datasets.load_dataset(...
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Use load_dataset to load imagenet-1K But find a empty dataset
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[ "Imagenet-1k is a gated dataset which means you’ll have to agree to share your contact info to access it. Have you tried this yet? Once you have, you can sign in with your user token (you can find this in your Hugging Face account settings) when prompted by running.\r\n\r\n```\r\nhuggingface-cli login\r\ntrain_set...
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### Describe the bug ```python def get_dataset(data_path, train_folder="train", val_folder="val"): traindir = os.path.join(data_path, train_folder) valdir = os.path.join(data_path, val_folder) def transform_val_examples(examples): transform = Compose([ Resize(256), ...
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7,138
Cache only changed columns?
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[ "so I guess a workaround to this is to simply remove all columns except the ones to cache and then add them back with `concatenate_datasets(..., axis=1)`.", "yes this is the right workaround. We're keeping the cache like this to make it easier for people to delete intermediate cache files" ]
1970-01-01T00:00:00.000001
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CONTRIBUTOR
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### Feature request Cache only the actual changes to the dataset i.e. changed columns. ### Motivation I realized that caching actually saves the complete dataset again. This is especially problematic for image datasets if one wants to only change another column e.g. some metadata and then has to save 5 TB again. #...
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7,137
[BUG] dataset_info sequence unexpected behavior in README.md YAML
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[ "The non-sequence case works well (`dict[str, str]` instead of `list[dict[str, str]]`), which makes me believe it shall be a bug for `sequence` and my proposed behavior shall be expected.\r\n```\r\ndataset_info:\r\n- config_name: default\r\n features:\r\n - name: answers\r\n dtype:\r\n - name: text\r\n ...
1970-01-01T00:00:00.000001
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### Describe the bug When working on `dataset_info` yaml, I find my data column with format `list[dict[str, str]]` cannot be coded correctly. My data looks like ``` {"answers":[{"text": "ADDRESS", "label": "abc"}]} ``` My `dataset_info` in README.md is: ``` dataset_info: - config_name: default feature...
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Bug: Type Mismatch in Dataset Mapping
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[ "By the way, following code is working. This show the inconsistentcy.\r\n```python\r\nfrom datasets import Dataset\r\n\r\n# Original data\r\ndata = {\r\n 'text': ['Hello', 'world', 'this', 'is', 'a', 'test'],\r\n 'label': [0, 1, 0, 1, 1, 0]\r\n}\r\n\r\n# Creating a Dataset object\r\ndataset = Dataset.from_dic...
1970-01-01T00:00:00.000001
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# Issue: Type Mismatch in Dataset Mapping ## Description There is an issue with the `map` function in the `datasets` library where the mapped output does not reflect the expected type change. After applying a mapping function to convert an integer label to a string, the resulting type remains an integer instead of ...
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7,134
Attempting to return a rank 3 grayscale image from dataset.map results in extreme slowdown
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### Describe the bug Background: Digital images are often represented as a (Height, Width, Channel) tensor. This is the same for huggingface datasets that contain images. These images are loaded in Pillow containers which offer, for example, the `.convert` method. I can convert an image from a (H,W,3) shape to a...
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Inconsistent output in documentation example: `num_classes` not displayed in `ClassLabel` output
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In the documentation for [ClassLabel](https://huggingface.co/docs/datasets/v2.21.0/en/package_reference/main_classes#datasets.ClassLabel), there is an example of usage with the following code: ```` from datasets import Features features = Features({'label': ClassLabel(num_classes=3, names=['bad', 'ok', 'good'])}) ...
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Filter Large Dataset Entry by Entry
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[ "Hi ! you can do\r\n\r\n```python\r\nfiltered_dataset = dataset.filter(filter_function)\r\n```\r\n\r\non a subset:\r\n\r\n```python\r\nfiltered_subset = dataset.select(range(10_000)).filter(filter_function)\r\n```\r\n", "Jumping on this as it seems relevant - when I use the `filter` method, it often results in an...
1970-01-01T00:00:00.000001
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### Feature request I am not sure if this is a new feature, but I wanted to post this problem here, and hear if others have ways of optimizing and speeding up this process. Let's say I have a really large dataset that I cannot load into memory. At this point, I am only aware of `streaming=True` to load the dataset....
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7,127
Caching shuffles by np.random.Generator results in unintiutive behavior
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[ "I first thought this was a mistake of mine, and also posted on stack overflow. https://stackoverflow.com/questions/78913797/iterating-a-huggingface-dataset-from-disk-using-generator-seems-broken-how-to-d \r\n\r\nIt seems to me the issue is the caching step in \r\n\r\nhttps://github.com/huggingface/datasets/blob/be...
1970-01-01T00:00:00.000001
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### Describe the bug Create a dataset. Save it to disk. Load from disk. Shuffle, usning a `np.random.Generator`. Iterate. Shuffle again. Iterate. The iterates are different since the supplied np.random.Generator has progressed between the shuffles. Load dataset from disk again. Shuffle and Iterate. See same result ...
null
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7,123
Make dataset viewer more flexible in displaying metadata alongside images
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[ "Note that you can already have one directory per subset just for the metadata, e.g.\r\n\r\n```\r\nconfigs:\r\n - config_name: subset0\r\n data_files:\r\n - subset0/metadata.csv\r\n - images/*.jpg\r\n - config_name: subset1\r\n data_files:\r\n - subset1/metadata.csv\r\n - images/*.jpg\r\...
1970-01-01T00:00:00.000001
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### Feature request To display images with their associated metadata in the dataset viewer, a `metadata.csv` file is required. In the case of a dataset with multiple subsets, this would require the CSVs to be contained in the same folder as the images since they all need to be named `metadata.csv`. The request is th...
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7,122
[interleave_dataset] sample batches from a single source at a time
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### Feature request interleave_dataset and [RandomlyCyclingMultiSourcesExamplesIterable](https://github.com/huggingface/datasets/blob/3813ce846e52824b38e53895810682f0a496a2e3/src/datasets/iterable_dataset.py#L816) enable us to sample data examples from different sources. But can we also sample batches in a similar man...
null
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Audio dataset load everything in RAM and is very slow
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[ "Hi ! I think the issue comes from the fact that you return `row` entirely, and therefore the dataset has to re-encode the audio data in `row`.\r\n\r\nCan you try this instead ?\r\n\r\n```python\r\n# map the dataset\r\ndef transcribe_audio(row):\r\n audio = row[\"audio\"] # get the audio but do nothing with it\...
1970-01-01T00:00:00.000001
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Hello, I'm working with an audio dataset. I want to transcribe the audio that the dataset contain, and for that I use whisper. My issue is that the dataset load everything in the RAM when I map the dataset, obviously, when RAM usage is too high, the program crashes. To fix this issue, I'm using writer_batch_size tha...
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datasets cannot handle nested json if features is given.
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[ "Hi ! `Sequence` has a weird behavior for dictionaries (from tensorflow-datasets), use a regular list instead:\r\n\r\n```python\r\nds = datasets.load_dataset('json', data_files=\"./temp.json\", features=datasets.Features({\r\n 'ref1': datasets.Value('string'),\r\n 'ref2': datasets.Value('string'),\r\n 'cut...
1970-01-01T00:00:00.000001
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1970-01-01T00:00:00.000001
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### Describe the bug I have a json named temp.json. ```json {"ref1": "ABC", "ref2": "DEF", "cuts":[{"cut1": 3, "cut2": 5}]} ``` I want to load it. ```python ds = datasets.load_dataset('json', data_files="./temp.json", features=datasets.Features({ 'ref1': datasets.Value('string'), 'ref2': datasets.Value...
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module 'pyarrow.lib' has no attribute 'ListViewType'
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[ "https://github.com/neurafusionai/Hugging_Face/blob/main/meta_opt_350m_customer_support_lora_v1.ipynb\r\n\r\ncouldnt train because of GPU\r\nI didnt pip install datasets -U\r\nbut looks like restarting worked" ]
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### Describe the bug Code: `!pipuninstall -y pyarrow !pip install --no-cache-dir pyarrow !pip uninstall -y pyarrow !pip install pyarrow --no-cache-dir !pip install --upgrade datasets transformers pyarrow !pip install pyarrow.parquet ! pip install pyarrow-core libparquet !pip install pyarrow --no-cache-di...
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7,113
Stream dataset does not iterate if the batch size is larger than the dataset size (related to drop_last_batch)
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[ "That's expected behavior, it's also the same in `torch`:\r\n\r\n```python\r\n>>> list(DataLoader(list(range(5)), batch_size=10, drop_last=True))\r\n[]\r\n```" ]
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### Describe the bug Hi there, I use streaming and interleaving to combine multiple datasets saved in jsonl files. The size of dataset can vary (from 100ish to 100k-ish). I use dataset.map() and a big batch size to reduce the IO cost. It was working fine with datasets-2.16.1 but this problem shows up after I upgr...
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cudf-cu12 24.4.1, ibis-framework 8.0.0 requires pyarrow<15.0.0a0,>=14.0.1,pyarrow<16,>=2 and datasets 2.21.0 requires pyarrow>=15.0.0
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[ "@sayakpaul please advice ", "Hits the same dependency conflict" ]
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### Describe the bug !pip install accelerate>=0.16.0 torchvision transformers>=4.25.1 datasets>=2.19.1 ftfy tensorboard Jinja2 peft==0.7.0 ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. c...
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CI is broken for numpy-2: Failed to fetch wheel: llvmlite==0.34.0
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[ "Note that the CI before was using:\r\n- llvmlite: 0.43.0\r\n- numba: 0.60.0\r\n\r\nNow it tries to use:\r\n- llvmlite: 0.34.0\r\n- numba: 0.51.2", "The issue is because numba-0.60.0 pins numpy<2.1 and `uv` tries to install latest numpy-2.1.0 with an old numba-0.51.0 version (and llvmlite-0.34.0). See discussion ...
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Ci is broken with error `Failed to fetch wheel: llvmlite==0.34.0`: https://github.com/huggingface/datasets/actions/runs/10466825281/job/28984414269 ``` Run uv pip install --system "datasets[tests_numpy2] @ ." Resolved 150 packages in 4.42s error: Failed to prepare distributions Caused by: Failed to fetch wheel: ...
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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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website broken: Create a new dataset repository, doesn't create a new repo in Firefox
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[ "I don't reproduce, I was able to create a new repo: https://huggingface.co/datasets/severo/reproduce-datasets-issues-7108. Can you confirm it's still broken?", "I have just tried again.\r\n\r\nFirefox: The `Create dataset` doesn't work. It has worked in the past. It's my preferred browser.\r\n\r\nChrome: The `Cr...
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### Describe the bug This issue is also reported here: https://discuss.huggingface.co/t/create-a-new-dataset-repository-broken-page/102644 This page is broken. https://huggingface.co/new-dataset I fill in the form with my text, and click `Create Dataset`. ![Screenshot 2024-08-16 at 15 55 37](https://github....
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load_dataset broken in 2.21.0
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[ "There seems to be a PR related to the load_dataset path that went into 2.21.0 -- https://github.com/huggingface/datasets/pull/6862/files\r\n\r\nTaking a look at it now", "+1\r\n\r\nDowngrading to 2.20.0 fixed my issue, hopefully helpful for others.", "I tried adding a simple test to `test_load.py` with the alp...
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### Describe the bug `eval_set = datasets.load_dataset("tatsu-lab/alpaca_eval", "alpaca_eval_gpt4_baseline", trust_remote_code=True)` used to work till 2.20.0 but doesn't work in 2.21.0 In 2.20.0: ![Screenshot 2024-08-16 at 3 57 10 PM](https://github.com/user-attachments/assets/0516489b-8187-486d-bee8-88af3381de...
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Slow iteration speeds when using IterableDataset.shuffle with load_dataset(data_files=..., streaming=True)
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[ "Hi @lajd , I was skeptical about how we are saving the shards each as their own dataset (arrow file) in the script above, and so I updated the script to try out saving the shards in a few different file formats. From the experiments I ran, I saw binary format show significantly the best performance, with arrow a...
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### Describe the bug When I load a dataset from a number of arrow files, as in: ``` random_dataset = load_dataset( "arrow", data_files={split: shard_filepaths}, streaming=True, split=split, ) ``` I'm able to get fast iteration speeds when iterating over the dataset without shuffling. ...
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`load_dataset` from Hub with `name` to specify `config` using incorrect builder type when multiple data formats are present
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[ "Having looked into this further it seems the core of the issue is with two different formats in the same repo.\r\n\r\nWhen the `parquet` config is first, the `WebDataset`s are loaded as `parquet`, if the `WebDataset` configs are first, the `parquet` is loaded as `WebDataset`.\r\n\r\nA workaround in my case would b...
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Following [documentation](https://huggingface.co/docs/datasets/repository_structure#define-your-splits-and-subsets-in-yaml) I had defined different configs for [`Dataception`](https://huggingface.co/datasets/bigdata-pw/Dataception), a dataset of datasets: ```yaml configs: - config_name: dataception data_files: ...
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