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https://api.github.com/repos/huggingface/datasets/issues/6810
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2,242,968,745
I_kwDODunzps6FsPyp
6,810
Allow deleting a subset/config from a no-script dataset
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[ "Probably best to implement this as a CLI command?", "Thanks for your comment, @mariosasko. Or maybe both (in Python and as CLI command)? The Python command would be just the reverse of `push_to_hub`...\r\n\r\nI am working on a draft implementation, so we can discuss about the API and UX.", "2nd time I've come ...
2024-04-15 07:53:26
2025-01-11 18:40:40
2024-04-30 09:44:25
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As proposed by @BramVanroy, it would be neat to have this functionality through the API.
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2,239,034,951
I_kwDODunzps6FdPZH
6,805
Batched mapping of existing string column casts boolean to string
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[ "This seems to be hardcoded behavior in table.py `array_cast`.\r\n```python\r\nif (\r\n not allow_number_to_str\r\n and pa.types.is_string(pa_type)\r\n and (pa.types.is_floating(array.type) or pa.types.is_integer(array.type))\r\n ):\r\n raise TypeError(\r\n ...
2024-04-12 04:21:41
2024-07-03 15:00:07
2024-07-03 15:00:07
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### Describe the bug Let the dataset contain a column named 'a', which is of the string type. If 'a' is converted to a boolean using batched mapping, the mapper automatically casts the boolean to a string (e.g., True -> 'true'). It only happens when the original column and the mapped column name are identical. Th...
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2,236,911,556
I_kwDODunzps6FVI_E
6,801
got fileNotFound
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[ "Hi! I'll open a PR on the Hub to fix this, but please use the Hub's [Community tab](https://huggingface.co/datasets/nyanko7/danbooru2023/discussions) to report such issues in the future.", "I've opened a [PR](https://huggingface.co/datasets/nyanko7/danbooru2023/discussions/8) in the repo, so let's continue the d...
2024-04-11 04:57:41
2024-04-12 16:47:43
2024-04-12 16:47:43
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### Describe the bug When I use load_dataset to load the nyanko7/danbooru2023 data set, the cache is read in the form of a symlink. There may be a problem with the arrow_dataset initialization process and I get FileNotFoundError: [Errno 2] No such file or directory: '2945000.jpg' ### Steps to reproduce the bug #code...
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2,236,431,288
I_kwDODunzps6FTTu4
6,800
High overhead when loading lots of subsets from the same dataset
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[ "Hi !\r\n\r\nIt's possible to multiple files at once:\r\n\r\n```python\r\ndata_files = \"data/*.jsonl\"\r\n# Or pass a list of files\r\nlangs = ['ka-ml', 'br-sr', 'ka-pt', 'id-ko', ..., 'fi-ze_zh', 'he-kk', 'ka-tr']\r\ndata_files = [f\"data/{lang}.jsonl\" for lang in langs]\r\nds = load_dataset(\"loicmagne/open-sub...
2024-04-10 21:08:57
2024-04-24 13:48:05
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### Describe the bug I have a multilingual dataset that contains a lot of subsets. Each subset corresponds to a pair of languages, you can see here an example with 250 subsets: [https://hf.co/datasets/loicmagne/open-subtitles-250-bitext-mining](). As part of the MTEB benchmark, we may need to load all the subsets of t...
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2,235,768,891
I_kwDODunzps6FQyA7
6,798
`DatasetBuilder._split_generators` incomplete type annotation
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[ "Good catch! Feel free to open a PR with the suggested fix :).", "There is also the [`MockDownloadManager`](https://github.com/JonasLoos/datasets/blob/main/src/datasets/download/mock_download_manager.py#L33), which seems like it might get passed here too. However, to me, it doesn't really seem relevant to the use...
2024-04-10 14:38:50
2024-04-11 15:34:59
2024-04-11 15:34:59
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CONTRIBUTOR
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### Describe the bug The [`DatasetBuilder._split_generators`](https://github.com/huggingface/datasets/blob/0f27d7b77c73412cfc50b24354bfd7a3e838202f/src/datasets/builder.py#L1449) function has currently the following signature: ```python class DatasetBuilder: def _split_generators(self, dl_manager: DownloadMan...
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2,234,887,618
I_kwDODunzps6FNa3C
6,796
CI is broken due to hf-internal-testing/dataset_with_script
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[ "Finally:\r\n- the initial issue seems it was temporary\r\n- there is a different issue now: https://github.com/huggingface/datasets/actions/runs/8627153993/job/23646584590?pr=6797\r\n```\r\nFAILED tests/test_load.py::ModuleFactoryTest::test_HubDatasetModuleFactoryWithParquetExport - datasets.utils._dataset_viewer....
2024-04-10 06:56:02
2024-04-12 09:02:13
2024-04-12 09:02:13
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CI is broken for test_load_dataset_distributed_with_script. See: https://github.com/huggingface/datasets/actions/runs/8614926216/job/23609378127 ``` FAILED tests/test_load.py::test_load_dataset_distributed_with_script[None] - assert False + where False = all(<generator object test_load_dataset_distributed_with_scr...
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6,793
Loading just one particular split is not possible for imagenet-1k
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2024-04-08 14:39:14
2025-06-23 09:55:08
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### Describe the bug I'd expect the following code to download just the validation split but instead I get all data on my disk (train, test and validation splits) ` from datasets import load_dataset dataset = load_dataset("imagenet-1k", split="validation", trust_remote_code=True) ` Is it expected to work li...
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2,230,102,332
I_kwDODunzps6E7Kk8
6,791
`add_faiss_index` raises ValueError: not enough values to unpack (expected 2, got 1)
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[ "I realized I was passing a string column to this instead of float. Is it possible to add a warning or error to prevent users from falsely believing there's a bug?", "Hello!\r\n\r\nI agree that we could add some safeguards around the type of `ds[column]`. At least for FAISS, we need the column to be made of embed...
2024-04-08 01:57:03
2024-04-11 15:38:05
2024-04-11 15:38:05
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### Describe the bug Calling `add_faiss_index` on a `Dataset` with a column argument raises a ValueError. The following is the trace ```python 214 def replacement_add(self, x): 215 """Adds vectors to the index. 216 The index must be trained before vectors can be added to it. 217 Th...
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2,229,915,236
I_kwDODunzps6E6c5k
6,790
PyArrow 'Memory mapping file failed: Cannot allocate memory' bug
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[ "Thanks for a very clean explanation. This happened to me too, and I don't have sudo access to update the value. I wonder if there might be another workaround.", "One option is to just have more data in each file - /proc/sys/vm/max_map_count limits the maximum number of concurrently open files, but I don't know i...
2024-04-07 19:25:39
2025-09-08 14:04:59
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### Describe the bug Hello, I've been struggling with a problem using Huggingface datasets caused by PyArrow memory allocation. I finally managed to solve it, and thought to document it since similar issues have been raised here before (https://github.com/huggingface/datasets/issues/5710, https://github.com/huggi...
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2,229,527,001
I_kwDODunzps6E4-HZ
6,789
Issue with map
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[ "Default `writer_batch_size `is set to 1000 (see [map](https://huggingface.co/docs/datasets/v2.16.1/en/package_reference/main_classes#datasets.Dataset.map)).\r\nThe \"tmp1335llua\" is probably the temp file it creates while writing to disk.\r\nMaybe try lowering the `writer_batch_size`.\r\n\r\nFor multi-processing ...
2024-04-07 02:52:06
2024-07-23 12:41:38
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### Describe the bug Map has been taking extremely long to preprocess my data. It seems to process 1000 examples (which it does really fast in about 10 seconds), then it hangs for a good 1-2 minutes, before it moves on to the next batch of 1000 examples. It also keeps eating up my hard drive space for some reaso...
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2,229,207,521
I_kwDODunzps6E3wHh
6,788
A Question About the Map Function
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[ "All data is saved in the arrow format on disk.\r\nIf you return a tensor it gets converted to arrow before saving to disk when using map.\r\n\r\nTo get a tensor when you access data elements you can use `dataset.set_format(\"pt\")`.\r\nNote that this just changes how the data is loaded, not how it is stored.", "...
2024-04-06 11:45:23
2024-04-11 05:29:35
2024-04-11 05:29:35
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### Describe the bug Hello, I have a question regarding the map function in the Hugging Face datasets. The situation is as follows: when I load a jsonl file using load_dataset(..., streaming=False), and then utilize the map function to process it, I specify that the returned example should be of type Torch.ten...
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2,229,103,264
I_kwDODunzps6E3Wqg
6,787
TimeoutError in map
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[ "From my current understanding, this timeout is only used when we need to get the results.\r\n\r\nOne of:\r\n1. All tasks are done\r\n2. One worker died\r\n\r\nYour function should work fine and it's definitely a bug if it doesn't.", "When one of the `map`'s worker processes crashes, the linked code re-raises an ...
2024-04-06 06:25:39
2024-08-14 02:09:57
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CONTRIBUTOR
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### Describe the bug ```python from datasets import Dataset def worker(example): while True: continue example['a'] = 100 return example data = Dataset.from_list([{"a": 1}, {"a": 2}]) data = data.map(worker) print(data[0]) ``` I'm implementing a worker function whose runtime will de...
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2,228,179,466
I_kwDODunzps6Ez1IK
6,783
AttributeError: module 'numpy' has no attribute 'object'. in Kaggle Notebook
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[ "Hi! You can fix this by updating the `datasets` package with `pip install -U datasets` and restarting the notebook.\r\n", "Kaggle removed the problematic `datasets==2.1.0` pin last week, so I'm closing this issue (now it pre-installs the latest version)." ]
2024-04-05 14:31:48
2024-04-11 17:18:53
2024-04-11 17:18:53
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### Describe the bug # problem I can't resample audio dataset in Kaggle Notebook. It looks like some code in `datasets` library use aliases that were deprecated in NumPy 1.20. ## code for resampling ``` from datasets import load_dataset, Audio from transformers import AutoFeatureExtractor from transformers imp...
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2,228,081,955
I_kwDODunzps6EzdUj
6,782
Image cast_storage very slow for arrays (e.g. numpy, tensors)
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[ "This may be a solution that only changes `cast_storage` of `Image`.\r\nHowever, I'm not totally sure that the assumptions hold that are made about the `ListArray`.\r\n\r\n```python\r\nelif pa.types.is_list(storage.type):\r\n from .features import Array3DExtensionType\r\n\r\n def get_shapes(arr):\r\n s...
2024-04-05 13:46:54
2024-04-10 14:36:13
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Update: see comments below ### Describe the bug Operations that save an image from a path are very slow. I believe the reason for this is that the image data (`numpy`) is converted into `pyarrow` format but then back to python using `.pylist()` before being converted to a numpy array again. `pylist` is alread...
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2,226,040,636
I_kwDODunzps6Erq88
6,778
Dataset.to_csv() missing commas in columns with lists
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[ "Hello!\r\n\r\nThis is due to how pandas write numpy arrays to csv. [Source](https://stackoverflow.com/questions/54753179/to-csv-saves-np-array-as-string-instead-of-as-a-list)\r\nTo fix this, you can convert them to list yourselves.\r\n\r\n```python\r\ndf = ds.to_pandas()\r\ndf['int'] = df['int'].apply(lambda arr: ...
2024-04-04 16:46:13
2024-04-08 15:24:41
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### Describe the bug The `to_csv()` method does not output commas in lists. So when the Dataset is loaded back in the data structure of the column with a list is not correct. Here's an example: Obviously, it's not as trivial as inserting commas in the list, since its a comma-separated file. But hopefully there...
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2,224,611,247
I_kwDODunzps6EmN-v
6,777
.Jsonl metadata not detected
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[ "Hi! `metadata.jsonl` (or `metadata.csv`) is the only allowed name for the `imagefolder`'s metadata files.", "@mariosasko hey i tried with metadata.jsonl also and it still doesn't get the right columns", "@mariosasko it says metadata.csv not found\r\n<img width=\"1150\" alt=\"image\" src=\"https://github.com/hu...
2024-04-04 06:31:53
2024-04-05 21:14:48
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### Describe the bug Hi I have the following directory structure: |--dataset | |-- images | |-- metadata1000.csv | |-- metadata1000.jsonl | |-- padded_images Example of metadata1000.jsonl file {"caption": "a drawing depicts a full shot of a black t-shirt with a triangular pattern on the front there is a white...
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2,223,457,792
I_kwDODunzps6Eh0YA
6,775
IndexError: Invalid key: 0 is out of bounds for size 0
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[ "Same problem.", "Hi! You should be able to fix this by passing `remove_unused_columns=False` to the `transformers` `TrainingArguments` as explained in https://github.com/huggingface/peft/issues/1299.\r\n\r\n(I'm not familiar with Vertex AI, but I'd assume `remove_unused_columns` can be passed as a flag to the do...
2024-04-03 17:06:30
2024-04-08 01:24:35
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### Describe the bug I am trying to fine-tune llama2-7b model in GCP. The notebook I am using for this can be found [here](https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/community/model_garden/model_garden_pytorch_llama2_peft_finetuning.ipynb). When I use the dataset given in the exa...
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2,222,164,316
I_kwDODunzps6Ec4lc
6,774
Generating split is very slow when Image format is PNG
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[ "I think this is due to the speed of reading a `png` image using pillow compared to a `jpg` image.\r\nNotably the same is true with `tiff`, it is even faster than `jpg` in my case." ]
2024-04-03 07:47:31
2024-04-10 17:28:17
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### Describe the bug When I create a dataset, it gets stuck while generating cached data. The image format is PNG, and it will not get stuck when the image format is jpeg. ![image](https://github.com/huggingface/datasets/assets/22740819/3b888fd8-e6d6-488f-b828-95a8f206a152) After debugging, I know that it is b...
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2,221,049,121
I_kwDODunzps6EYoUh
6,773
Dataset on Hub re-downloads every time?
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[ "The caching works as expected when I try to reproduce this locally or on Colab...", "hi @mariosasko , Thank you for checking. I also tried running this again just now, and it seems like the `load_dataset()` caches properly (though I'll double check later).\r\n\r\nI think the issue might be in the caching of the ...
2024-04-02 17:23:22
2024-04-08 18:43:45
2024-04-08 18:43:45
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### Describe the bug Hi, I have a dataset on the hub [here](https://huggingface.co/datasets/manestay/borderlines). It has 1k+ downloads, which I sure is mostly just me and my colleagues working with it. It should have far fewer, since I'm using the same machine with a properly set up HF_HOME variable. However, whene...
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2,220,131,457
I_kwDODunzps6EVISB
6,771
Datasets FileNotFoundError when trying to generate examples.
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[ "Hi! I've opened a PR in the repo to fix this issue: https://huggingface.co/datasets/RitchieP/VerbaLex_voice/discussions/6", "@mariosasko Thanks for the PR and help! Guess I could close the issue for now. Appreciate the help!" ]
2024-04-02 10:24:57
2024-04-04 14:22:03
2024-04-04 14:22:03
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### Discussed in https://github.com/huggingface/datasets/discussions/6768 <div type='discussions-op-text'> <sup>Originally posted by **RitchieP** April 1, 2024</sup> Currently, I have a dataset hosted on Huggingface with a custom script [here](https://huggingface.co/datasets/RitchieP/VerbaLex_voice). I'm loa...
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2,218,991,883
I_kwDODunzps6EQyEL
6,770
[Bug Report] `datasets==2.18.0` is not compatible with `fsspec==2023.12.2`
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[ "You should be able to fix this by updating `huggingface_hub` with `pip install -U huggingface_hub`. We use this package under the hood to resolve the Hub's files." ]
2024-04-01 20:17:48
2024-04-11 17:31:44
2024-04-11 17:31:44
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### Describe the bug `Datasets==2.18.0` is not compatible with `fsspec==2023.12.2`. I have to downgrade fsspec to `fsspec==2023.10.0` to make `Datasets==2.18.0` work properly. ### Steps to reproduce the bug To reproduce the bug: 1. Make sure that `Datasets==2.18.0` and `fsspec==2023.12.2`. 2. Run the following ...
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2,215,933,515
I_kwDODunzps6EFHZL
6,765
Compatibility issue between s3fs, fsspec, and datasets
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[ "Hi! Instead of running `pip install` separately for each package, you should pass all the packages to a single `pip install` call (in this case, `pip install datasets s3fs`) to let `pip` properly resolve their versions.", "> Hi! Instead of running `pip install` separately for each package, you should pass all th...
2024-03-29 19:57:24
2024-11-12 14:50:48
2024-04-03 14:33:12
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### Describe the bug Here is the full error stack when installing: ``` 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. datasets 2.18.0 requires fsspec[http]<=2024.2.0,>=2023.1.0, but you ...
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6,764
load_dataset can't work with symbolic links
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[ "In fact,You can use a hard link instead of a symbolic link.Hard link works", "This no longer reproduces on current `main` (5.0.2.dev0, commit 3e2c1a6c3).\n\nI built a directory of CSV files, pointed a symlink at it, and loaded through the symlink:\n\n```\nreal/train/t.csv, real/dev/d.csv\nlinked -> real\nload_da...
2024-03-29 17:49:28
2026-09-17 20:01:50
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### Feature request Enable the `load_dataset` function to load local datasets with symbolic links. E.g, this dataset can be loaded: ├── example_dataset/ │ ├── data/ │ │ ├── train/ │ │ │ ├── file0 │ │ │ ├── file1 │ │ ├── dev/ │ │ │ ├── file2 │ │ │ ├── file3 │ ├── metad...
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2,212,288,122
I_kwDODunzps6D3NZ6
6,760
Load codeparrot/apps raising UnicodeDecodeError in datasets-2.18.0
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[ "The same error with mteb datasets.", "Unfortunately, I'm unable to reproduce this error locally or on Colab.", "Here is the requirements.txt from a clean virtual environment (managed by conda) where I only install `datasets` by \r\n`pip install datasets`. \r\nThe pip list:\r\n```\r\naiohttp==3.9.3\r\naiosignal...
2024-03-28 03:44:26
2024-06-19 07:06:40
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### Describe the bug This happens with datasets-2.18.0; I downgraded the version to 2.14.6 fixing this temporarily. ``` Traceback (most recent call last): File "/home/xxx/miniconda3/envs/py310/lib/python3.10/site-packages/datasets/load.py", line 2556, in load_dataset builder_instance = load_dataset_builder...
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2,208,494,302
I_kwDODunzps6DovLe
6,758
Passing `sample_by` to `load_dataset` when loading text data does not work
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[ "Thanks for reporting! We are working on a fix." ]
2024-03-26 14:55:33
2024-04-09 11:27:59
2024-04-09 11:27:59
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### Describe the bug I have a dataset that consists of a bunch of text files, each representing an example. There is an undocumented `sample_by` argument for the `TextConfig` class that is used by `Text` to decide whether to split files into lines, paragraphs or take them whole. Passing `sample_by=“document”` to `load...
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6,756
Support SQLite files?
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[ "You can use `Dataset.from_sql(path_to_sql_file)` already. Though we haven't added the Sql dataset builder to the `_PACKAGED_DATASETS_MODULES` list or in `_EXTENSION_TO_MODULE` to map `.sqlite` to the Sql dataset builder\r\n\r\nThis would allow to load a dataset repository with a `.sqlite` file using `load_dataset`...
2024-03-25 11:48:05
2024-03-26 16:09:32
2024-03-26 16:09:32
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CONTRIBUTOR
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### Feature request Support loading a dataset from a SQLite file https://huggingface.co/datasets/severo/test_iris_sqlite/tree/main ### Motivation SQLite is a popular file format. ### Your contribution See discussion on slack: https://huggingface.slack.com/archives/C04L6P8KNQ5/p1702481859117909 (internal) In ...
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I_kwDODunzps6DZx5p
6,755
Small typo on the documentation
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[ "Thanks for reporting @fostiropoulos! I've edited your comment to fix the link to the problematic line.\r\n", "@mariosasko can i take this up?", "#self-assign" ]
2024-03-24 21:47:52
2024-04-02 14:01:19
2024-04-02 14:01:19
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### Describe the bug There is a small typo on https://github.com/huggingface/datasets/blob/d5468836fe94e8be1ae093397dd43d4a2503b926/src/datasets/dataset_dict.py#L938 It should be `caching is enabled`. ### Steps to reproduce the bug Please visit https://github.com/huggingface/datasets/blob/d5468836fe94e...
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6,753
Type error when importing datasets on Kaggle
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[ "I have the same problem \r\nIt seems that it only appears when you are using GPU \r\nIt seems to work fine with the 2.17 version though", "Same here.", "> I have the same problem\r\n> It seems that it only appears when you are using GPU\r\n> It seems to work fine with the 2.17 version though\r\n\r\nI downgrade...
2024-03-24 03:01:30
2024-10-02 11:49:35
2024-03-30 00:23:49
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### Describe the bug When trying to run ``` import datasets print(datasets.__version__) ``` It generates the following error ``` TypeError: expected string or bytes-like object ``` It looks like It cannot find the valid versions of `fsspec` though fsspec version is fine when I checked Via command ...
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2,204,043,839
I_kwDODunzps6DXwo_
6,752
Precision being changed from float16 to float32 unexpectedly
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[ "This is because of the formatter (`torch` in this case).\r\nIt defaults to `float32`.\r\n\r\nYou can load it in `float16` using `dataset.set_format(\"torch\", dtype=torch.float16)`.", "I am having a similar issue when _building_ a dataset given `float16`-valued data.\n\n```py\nfrom datasets import Features, Valu...
2024-03-23 20:53:56
2025-11-04 22:40:01
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NONE
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### Describe the bug I'm loading a HuggingFace Dataset for images. I'm running a preprocessing (map operation) step that runs a few operations, one of them being conversion to float16. The Dataset features also say that the 'img' is of type float16. Whenever I take an image from that HuggingFace Dataset instance...
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2,203,590,658
I_kwDODunzps6DWCAC
6,750
`load_dataset` requires a network connection for local download?
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[ "Are you using `HF_DATASETS_OFFLINE=1` ?", "> Are you using `HF_DATASETS_OFFLINE=1` ?\r\n\r\nThis doesn't work for me. `datasets=2.18.0`\r\n\r\n`test.py`:\r\n```\r\nimport datasets\r\n\r\ndatasets.utils.logging.set_verbosity_info()\r\n\r\nds = datasets.load_dataset('C-MTEB/AFQMC', revision='b44c3b011063adb25877c1...
2024-03-23 01:06:32
2024-04-15 15:38:52
2024-04-15 15:38:52
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### Describe the bug Hi all - I see that in the past a network dependency has been mistakenly introduced into `load_dataset` even for local loads. Is it possible this has happened again? ### Steps to reproduce the bug ``` >>> import datasets >>> datasets.load_dataset("hh-rlhf") Repo card metadata block was not ...
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2,201,517,348
I_kwDODunzps6DOH0k
6,748
Strange slicing behavior
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[ "As explained in the [docs](https://huggingface.co/docs/datasets/v2.18.0/en/access#slicing), slicing a `Dataset` returns a dictionary that maps its column names to their values. So, `len(dataset[:300])=2` is expected, assuming your dataset has 2 columns (the returned dict has 2 keys, but each value in the dict has ...
2024-03-22 01:49:13
2024-03-22 16:43:57
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### Describe the bug I have loaded a dataset, and then slice first 300 samples using `:` ops, however, the resulting dataset is not expected, as the output below: ```bash len(dataset)=1050324 len(dataset[:300])=2 len(dataset[0:300])=2 len(dataset.select(range(300)))=300 ``` ### Steps to reproduce the bug loa...
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2,198,993,949
I_kwDODunzps6DEfwd
6,746
ExpectedMoreSplits error when loading C4 dataset
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[ "Hi ! We updated the `allenai/c4` repository to allow people to specify which language to load easily (the the [c4 dataset page](https://huggingface.co/datasets/allenai/c4))\r\n\r\nTo fix this issue **you can update** `datasets` and remove the mention of the legacy configuration name \"allenai--c4\":\r\n\r\n```pyth...
2024-03-21 02:53:04
2024-09-18 19:57:14
2024-07-29 07:21:08
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### Describe the bug I encounter bug when running the example command line ```python python main.py \ --model decapoda-research/llama-7b-hf \ --prune_method wanda \ --sparsity_ratio 0.5 \ --sparsity_type unstructured \ --save out/llama_7b/unstructured/wanda/ ``` The bug occurred ...
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2,198,541,732
I_kwDODunzps6DCxWk
6,745
Scraping the whole of github including private repos is bad; kindly stop
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[ "It's not twitter here" ]
2024-03-20 20:54:06
2024-03-21 12:28:04
2024-03-21 10:24:56
null
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### Feature request https://github.com/bigcode-project/opt-out-v2 - opt out is not consent. kindly quit this ridiculous nonsense. ### Motivation [EDITED: insults not tolerated] ### Your contribution [EDITED: insults not tolerated]
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2,192,386,536
I_kwDODunzps6CrSno
6,738
Dict feature is non-nullable while nested dict feature is
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[ "It looks like a bug, by default every feature should be nullable.", "I've linked a PR with a fix :)", "@mariosasko awesome thank you!" ]
2024-03-18 14:31:47
2024-03-20 10:24:15
2024-03-19 20:05:20
null
CONTRIBUTOR
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When i try to create a `Dataset` object with None values inside a dict column, like this: ```python from datasets import Dataset, Features, Value Dataset.from_dict( { "dict": [{"a": 0, "b": 0}, None], }, features=Features( {"dict": {"a": Value("int16"), "b": Value("int16")}} ) ) ...
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I_kwDODunzps6Ci8aZ
6,737
Invalid pattern: '**' can only be an entire path component
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[ "I couldn't reproduce the issue on my side on MacOS, I guess the issue comes from the recent `fsspec` on Windows.\r\n\r\nCan you try downgrading to `fsspec==2023.9.2` for now ? It would also be great to investigate this and see if we need a fix in `datasets` or `fsspec`", "I had the same issue! \r\nDowngrading t...
2024-03-16 19:28:46
2024-07-23 14:23:28
2024-05-13 11:32:57
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### Describe the bug ValueError: Invalid pattern: '**' can only be an entire path component when loading any dataset ### Steps to reproduce the bug import datasets ds = datasets.load_dataset("TokenBender/code_instructions_122k_alpaca_style") ### Expected behavior loading the dataset successfully ### Environm...
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2,190,181,422
I_kwDODunzps6Ci4Qu
6,736
Mosaic Streaming (MDS) Support
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[ "Hi ! that would be great :) Though note that `datasets` doesn't implement format-specific resuming when streaming, so in general I think it's better if users can use the mosaic-streaming library to read their MDS datasets. I wonder if they support `hf://` paths though...\n\nAnyway for those interested, the code fo...
2024-03-16 18:42:04
2025-09-10 14:32:13
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### Feature request I'm a huge fan of the current HF Datasets `webdataset` integration (especially the built-in streaming support). However, I'd love to upload some robotics and multimodal datasets I've processed for use with [Mosaic Streaming](https://docs.mosaicml.com/projects/streaming/en/stable/), specifically the...
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2,187,646,694
I_kwDODunzps6CZNbm
6,734
Tokenization slows towards end of dataset
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[ "Hi ! First note that if the dataset is not heterogeneous / shuffled, there might be places in the data with shorter texts that are faster to tokenize.\r\n\r\nMoreover, the way `num_proc` works is by slicing the dataset and passing each slice to a process to run the `map()` function. So at the very end of `map()`, ...
2024-03-15 03:27:36
2025-11-25 09:30:12
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NONE
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### Describe the bug Mapped tokenization slows down substantially towards end of dataset. train set started off very slow, caught up to 20k then tapered off til the end. what's particularly strange is that the tokenization crashed a few times before due to errors with invalid tokens somewhere or corrupted down...
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https://api.github.com/repos/huggingface/datasets/issues/6733
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2,186,811,724
I_kwDODunzps6CWBlM
6,733
EmptyDatasetError when loading dataset downloaded with HuggingFace cli
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[ "Hi! `datasets` is not compatible with `huggingface_hub`'s cache structure, hence the error.\r\n\r\nYou can track https://github.com/huggingface/datasets/issues/5080 to get notified when this is implemented." ]
2024-03-14 16:41:27
2024-03-15 18:09:02
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NONE
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### Describe the bug I am using a cluster that does not have access to the internet when given a job. I tried downloading the dataset using the huggingface-cli command and then loading it with load_dataset but I get an error: ```raise EmptyDatasetError(f"The directory at {base_path} doesn't contain any data files...
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2,182,844,673
I_kwDODunzps6CG5EB
6,731
Unexpected behavior when using load_dataset with streaming=True in a for loop
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[ "This is normal behavior in python when using `lambda`: the `i` defined in your `lambda` refers to the global variable `i` in your loop, and `i` equals to `1` when you run your `for e in res[0]` line.\r\n\r\nYou should pass `fn_kwargs` that will be passed to your `lambda` instead of using the global variable:\r\n\r...
2024-03-12 23:26:43
2024-04-16 00:00:00
2024-04-16 00:00:00
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NONE
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### Describe the bug ### My Code ``` from datasets import load_dataset res=[] for i in [0,1]: di=load_dataset( "json", data_files='path_to.json', split='train', streaming=True, ).map(lambda x: {"source": i}) res.append(di) for e in res[...
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2,180,237,159
I_kwDODunzps6B88dn
6,729
Support zipfiles that span multiple disks?
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[ "@severo were you able to solve it?", "No. cc @albertvillanova @lhoestq @polinaeterna for an evaluation of what it would take to support this feature.", "The underlying issue issue is that the dataset repository has used split ZIP archive files: https://huggingface.co/datasets/PhilEO-community/PhilEO-downstream...
2024-03-11 21:07:41
2024-06-26 05:08:59
2024-06-26 05:05:28
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CONTRIBUTOR
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See https://huggingface.co/datasets/PhilEO-community/PhilEO-downstream The dataset viewer gives the following error: ``` Error code: ConfigNamesError Exception: BadZipFile Message: zipfiles that span multiple disks are not supported Traceback: Traceback (most recent call last): F...
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2,178,607,012
I_kwDODunzps6B2uek
6,728
Issue Downloading Certain Datasets After Setting Custom `HF_ENDPOINT`
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[ "Through debugging, I found a potential solution is to modify the code in the error handling module of `huggingface_hub`: https://github.com/huggingface/huggingface_hub/commit/56d6c798c44e83d2a3167e74c022737d8fcbe822 ", "@Wauplin ", "Thanks for investigating and reporting the bug @padeoe! I've opened a PR in `h...
2024-03-11 09:06:38
2024-03-15 14:52:07
2024-03-15 14:52:07
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### Describe the bug This bug is triggered under the following conditions: - datasets repo ids without organization names trigger errors, such as `bookcorpus`, `gsm8k`, `wikipedia`, rather than in the form of `A/B`. - If `HF_ENDPOINT` is set and the hostname is not in the form of `(hub-ci.)?huggingface.co`. - T...
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2,177,097,232
I_kwDODunzps6Bw94Q
6,726
Profiling for HF Filesystem shows there are easy performance gains to be made
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[ "FWIW I debugged this while waiting for it to go", "Oh I forgot to mention you can also cache resolve_pattern, and that seemed to also substantially improves things, if you want to load a dataset twice for whatever reason." ]
2024-03-09 07:08:45
2024-03-09 07:11:08
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NONE
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### Describe the bug # Let's make it faster First, an evidence... ![image](https://github.com/huggingface/datasets/assets/159512661/a703a82c-43a0-426c-9d99-24c563d70965) Figure 1: CProfile for loading 3 files from cerebras/SlimPajama-627B train split, and 3 files from test split using streaming=True. X axis is 1106...
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2,173,931,714
I_kwDODunzps6Bk5DC
6,721
Hi,do you know how to load the dataset from local file now?
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[ "\r\n@Gera001\r\n# Loading Dataset from Local Files Using 🤗Hugging Face.\r\n\r\nTo load a dataset from local files using the Hugging Face datasets library, you can use the `load_dataset` function.\r\n\r\n```\r\nfrom datasets import load_dataset\r\ndataset = load_dataset('csv', data_files={'train': 'path/to/train.c...
2024-03-07 13:58:40
2024-03-31 08:09:25
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Hi, if I want to load the dataset from local file, then how to specify the configuration name? _Originally posted by @WHU-gentle in https://github.com/huggingface/datasets/issues/2976#issuecomment-1333455222_
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6,720
TypeError: 'str' object is not callable
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[ "Hi ! I opened a PR to fix an issue in the Features defined in your code\r\n\r\nBasically changing\r\n```python\r\nSequence(\"float32\")\r\n```\r\n\r\nto\r\n```python\r\nSequence(Value(\"float32\"))\r\n```\r\n\r\n\r\nhttps://huggingface.co/datasets/BramVanroy/hplt_mono_v1_2/discussions/1", "D'oh! Was wondering wh...
2024-03-07 11:07:09
2024-03-08 07:34:53
2024-03-07 15:13:58
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CONTRIBUTOR
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### Describe the bug I am trying to get the HPLT datasets on the hub. Downloading/re-uploading would be too time- and resource consuming so I wrote [a dataset loader script](https://huggingface.co/datasets/BramVanroy/hplt_mono_v1_2/blob/main/hplt_mono_v1_2.py). I think I am very close but for some reason I always get ...
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2,168,726,432
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6,717
`remove_columns` method used with a streaming enable dataset mode produces a LibsndfileError on multichannel audio
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[ "And it also works well with `dataset = dataset.select_columns([\"audio\"])`", "Same issue here, disable stream=True fix the problem" ]
2024-03-05 09:33:26
2024-08-14 17:54:20
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### Describe the bug When loading a HF dataset in streaming mode and removing some columns, it is impossible to load a sample if the audio contains more than one channel. I have the impression that the time axis and channels are swapped or concatenated. ### Steps to reproduce the bug Minimal error code: ```python ...
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2,168,706,558
I_kwDODunzps6BQ9X-
6,716
Non-deterministic `Dataset.builder_name` value
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[ "When `rotten_tomatoes` is printed out, the following warning message is also printed out:\r\n\r\n```\r\nYou can avoid this message in future by passing the argument `trust_remote_code=True`.\r\nPassing `trust_remote_code=True` will be mandatory to load this dataset from the next major release of `datasets`.\r\n```...
2024-03-05 09:23:21
2024-03-19 07:58:14
2024-03-19 07:58:14
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NONE
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### Describe the bug I'm not sure if this is a bug, but `print(ds.builder_name)` in the following code sometimes prints out `rotten_tomatoes` instead of `parquet`: ```python import datasets for _ in range(100): ds = datasets.load_dataset("rotten_tomatoes", split="train") print(ds.builder_name) # pr...
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2,163,250,590
I_kwDODunzps6A8JWe
6,703
Unable to load dataset that was saved with `save_to_disk`
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[ "`save_to_disk` uses a special serialization that can only be read using `load_from_disk`.\r\n\r\nContrary to `load_dataset`, `load_from_disk` directly loads Arrow files and uses the dataset directory as cache.\r\n\r\nOn the other hand `load_dataset` does a conversion step to get Arrow files from the raw data files...
2024-03-01 11:59:56
2024-03-04 13:46:20
2024-03-04 13:46:20
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NONE
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### Describe the bug I get the following error message: You are trying to load a dataset that was saved using `save_to_disk`. Please use `load_from_disk` instead. ### Steps to reproduce the bug 1. Save a dataset with `save_to_disk` 2. Try to load it with `load_datasets` ### Expected behavior I am ab...
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2,161,938,484
I_kwDODunzps6A3JA0
6,702
Push samples to dataset on hub without having the dataset locally
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[ "Hi ! For now I would recommend creating a new Parquet file using `dataset_new.to_parquet()` and upload it to HF using `huggingface_hub` every time you get a new batch of data. You can name the Parquet files `0000.parquet`, `0001.parquet`, etc.\r\n\r\nThough maybe make sure to not upload one file per sample since t...
2024-02-29 19:17:12
2024-03-08 21:08:38
2024-03-08 21:08:38
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### Feature request Say I have the following code: ``` from datasets import Dataset import pandas as pd new_data = { "column_1": ["value1", "value2"], "column_2": ["value3", "value4"], } df_new = pd.DataFrame(new_data) dataset_new = Dataset.from_pandas(df_new) # add these samples to a remote datase...
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2,158,871,038
I_kwDODunzps6ArcH-
6,700
remove_columns is not in-place but the doc shows it is in-place
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[ "Good catch! I've opened a PR with a fix in the `transformers` repo.", "@mariosasko Thanks!\r\n\r\nWill the doc of `datasets` be updated?\r\n\r\nI find some possible mistakes in doc about whether `remove_columns` is in-place.\r\n1. [You can also remove a column using map() with remove_columns but the present meth...
2024-02-28 12:36:22
2024-04-02 17:15:28
2024-04-02 17:15:28
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### Describe the bug The doc of `datasets` v2.17.0/v2.17.1 shows that `remove_columns` is in-place. [link](https://huggingface.co/docs/datasets/v2.17.1/en/package_reference/main_classes#datasets.DatasetDict.remove_columns) In the text classification example of transformers v4.38.1, the columns are not removed. h...
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6,699
`Dataset` unexpected changed dict data and may cause error
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[ "If `test.jsonl` contains more lines like:\r\n```\r\n{\"id\": 0, \"indexs\": {\"-1\": [0, 10]}}\r\n{\"id\": 1, \"indexs\": {\"-1\": [0, 10]}}\r\n{\"id\": 2, \"indexs\": {\"-2\": [0, 10]}}\r\n...\r\n{\"id\": n, \"indexs\": {\"-9999\": [0, 10]}}\r\n```\r\n\r\n`Dataset.from_json` will just raise an error:\r\n```\r\nAn...
2024-02-28 05:30:10
2024-02-28 19:14:36
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NONE
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### Describe the bug Will unexpected get keys with `None` value in the parsed json dict. ### Steps to reproduce the bug ```jsonl test.jsonl {"id": 0, "indexs": {"-1": [0, 10]}} {"id": 1, "indexs": {"-1": [0, 10]}} ``` ```python dataset = Dataset.from_json('.test.jsonl') print(dataset[0]) ``` Result: ```...
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6,697
Unable to Load Dataset in Kaggle
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[ "FWIW, I run `load_dataset(\"llm-blender/mix-instruct\")` and it ran successfully.\r\nCan you clear your cache and try again?\r\n\r\n\r\n### Environment Info\r\n\r\n- `datasets` version: 2.17.0\r\n- Platform: Linux-6.2.6-76060206-generic-x86_64-with-glibc2.35\r\n- Python version: 3.9.13\r\n- `huggingface_hub` versi...
2024-02-27 18:19:34
2024-02-29 17:32:42
2024-02-29 17:32:41
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### Describe the bug Having installed the latest versions of transformers==4.38.1 and datasets==2.17.1 Unable to load the dataset in a kaggle notebook. Get this Error: ``` --------------------------------------------------------------------------- ValueError Traceback (most recen...
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6,695
Support JSON file with an array of strings
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[ "https://huggingface.co/datasets/CausalLM/Refined-Anime-Text/discussions/1 has been fixed, but how can we check if there are other datasets with the same error, in datasets-server's database? I don't know how to get the list of erroneous cache entries, since we only copied `Error code: JobManagerCrashedError`, bu...
2024-02-26 12:35:11
2024-03-08 14:16:25
2024-02-28 06:39:13
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MEMBER
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Support loading a dataset from a JSON file with an array of strings. See: https://huggingface.co/datasets/CausalLM/Refined-Anime-Text/discussions/1
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6,691
load_dataset() does not support tsv
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[ "#self-assign", "Hi @dipsivenkatesh,\r\n\r\nPlease note that this functionality is already implemented. Our CSV builder uses `pandas.read_csv` under the hood, and you can pass the parameter `delimiter=\"\\t\"` to read TSV files.\r\n\r\nSee the list of CSV config parameters in our docs: https://huggingface.co/docs...
2024-02-24 05:56:04
2024-02-26 07:15:07
2024-02-26 07:09:35
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### Feature request the load_dataset() for local functions support file types like csv, json etc but not of type tsv (tab separated values). ### Motivation cant easily load files of type tsv, have to convert them to another type like csv then load ### Your contribution Can try by raising a PR with a little help, c...
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6,689
.load_dataset() method defaults to zstandard
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[ "The dataset is made of JSON files compressed using zstandard, as you can see here: https://huggingface.co/datasets/cerebras/SlimPajama-627B/tree/main/test/chunk1\r\n\r\nThat's why it asks for zstandard to be installed.\r\n\r\nThough I'm intrigued that you manage to load the dataset without zstandard installed. May...
2024-02-22 17:39:27
2024-03-07 14:54:16
2024-03-07 14:54:15
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### Describe the bug Regardless of what method I use, datasets defaults to zstandard for unpacking my datasets. This is poor behavior, because not only is zstandard not a dependency in the huggingface package (and therefore, your dataset loading will be interrupted while it asks you to install the package), but it ...
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6,688
Tensor type (e.g. from `return_tensors`) ignored in map
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[ "Hi, this is expected behavior since all the tensors are converted to Arrow data (the storage type behind a Dataset).\r\n\r\nTo get pytorch tensors back, you can set the dataset format to \"torch\":\r\n\r\n```python\r\nds = ds.with_format(\"torch\")\r\n```", "Thanks. Just one additional question. During the pipel...
2024-02-22 09:27:57
2024-02-22 15:56:21
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### Describe the bug I don't know if it is a bug or an expected behavior, but the tensor type seems to be ignored after applying map. For example, mapping over to tokenize text with a transformers' tokenizer always returns lists and it ignore the `return_tensors` argument. If this is an expected behaviour (e.g., fo...
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6,686
Question: Is there any way for uploading a large image dataset?
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[ "```\r\nimport pandas as pd\r\nfrom datasets import Dataset, Image\r\n\r\n# Read the CSV file\r\ndata = pd.read_csv(\"XXXX.csv\")\r\n\r\n# Create a Hugging Face Dataset\r\ndataset = Dataset.from_pandas(data)\r\ndataset = dataset.cast_column(\"file_name\", Image())\r\n\r\n# Upload to Hugging Face Hub (make sure auth...
2024-02-21 22:07:21
2024-05-02 03:44:59
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NONE
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I am uploading an image dataset like this: ``` dataset = load_dataset( "json", data_files={"train": "data/custom_dataset/train.json", "validation": "data/custom_dataset/val.json"}, ) dataset = dataset.cast_column("images", Sequence(Image())) dataset.push_to_hub("StanfordAIMI/custom_dataset", max_shard_si...
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2,140,648,619
I_kwDODunzps5_l7Sr
6,676
Can't Read List of JSON Files Properly
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[ "Found the issue, if there are other files in the directory, it gets caught into this `*` so essentially it should be `*.json`. Could we possibly to check for list of files to make sure the pattern matches json files and raise error if not?", "I don't think we should filter for `*.json` as this might silently rem...
2024-02-17 22:58:15
2024-03-02 20:47:22
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NONE
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### Describe the bug Trying to read a bunch of JSON files into Dataset class but default approach doesn't work. I don't get why it works when I read it one by one but not when I pass as a list :man_shrugging: The code fails with ``` ArrowInvalid: JSON parse error: Invalid value. in row 0 UnicodeDecodeError...
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2,139,640,381
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6,675
Allow image model (color conversion) to be specified as part of datasets Image() decode
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[ "It would be a great addition indeed :)\r\n\r\nThis can be implemented the same way we have `sampling_rate` for Audio(): we just add a new parameter to the Image() type and take this parameter into account in `Image.decode_example`\r\n\r\nEDIT: adding an example of how it can be used:\r\n\r\n```python\r\nds = ds.ca...
2024-02-16 23:43:20
2024-03-18 15:41:34
2024-03-18 15:41:34
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### Feature request Typical torchvision / torch Datasets in image applications apply color conversion in the Dataset portion of the code as part of image decode, separately from the image transform stack. This is true for PIL.Image where convert is usually called in dataset, for native torchvision https://pytorch.or...
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6,674
Depprcated Overview.ipynb Link to new Quickstart Notebook invalid
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[ "Good catch! Feel free to open a PR to fix the link." ]
2024-02-16 22:51:35
2024-02-25 18:48:09
2024-02-25 18:48:09
null
CONTRIBUTOR
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### Describe the bug For the dreprecated notebook found [here](https://github.com/huggingface/datasets/blob/main/notebooks/Overview.ipynb). The link to the new notebook is broken. ### Steps to reproduce the bug Click the [Quickstart notebook](https://github.com/huggingface/notebooks/blob/main/datasets_doc/quicksta...
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ValueError
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[ "Hi @prashanth19bolukonda,\r\n\r\nYou have to restart the notebook runtime session after the installation of `datasets`.\r\n\r\nDuplicate of:\r\n- #5923", "Thank you soo much\r\n\r\nOn Fri, Feb 16, 2024 at 8:14 PM Albert Villanova del Moral <\r\n***@***.***> wrote:\r\n\r\n> Closed #6670 <https://github.com/huggin...
2024-02-16 11:05:17
2024-02-17 04:26:34
2024-02-16 14:43:53
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### Describe the bug ValueError Traceback (most recent call last) [<ipython-input-11-9b99bc80ec23>](https://localhost:8080/#) in <cell line: 11>() 9 import numpy as np 10 import matplotlib.pyplot as plt ---> 11 from datasets import DatasetDict, Dataset 12 from transf...
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6,669
attribute error when writing trainer.train()
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[ "Hi! Kaggle notebooks use an outdated version of `datasets`, so you should update the `datasets` installation (with `!pip install -U datasets`) to avoid the error.", "Thank you for your response\r\n\r\nOn Thu, Feb 29, 2024 at 10:55 PM Mario Šaško ***@***.***>\r\nwrote:\r\n\r\n> Closed #6669 <https://github.com/hu...
2024-02-16 10:40:49
2024-03-01 10:58:00
2024-02-29 17:25:17
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### Describe the bug AttributeError Traceback (most recent call last) Cell In[39], line 2 1 # Start the training process ----> 2 trainer.train() File /opt/conda/lib/python3.10/site-packages/transformers/trainer.py:1539, in Trainer.train(self, resume_from_checkpoint, trial, ignore...
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Chapter 6 - Issue Loading `cnn_dailymail` dataset
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[ "Here's a snippet that works with the current `datasets`:\n\n```python\ndataset = load_dataset(\"cnn_dailymail\", \"3.0.0\")\n```\n\n(Drop the `version=` part.)" ]
2024-02-16 04:40:56
2025-10-24 18:49:28
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### Describe the bug So I am getting this bug when I try to run cell 4 of the Chapter 6 notebook code: `dataset = load_dataset("ccdv/cnn_dailymail", version="3.0.0")` Error Message: ``` --------------------------------------------------------------------------- ValueError Tracebac...
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Default config for squad is incorrect
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[ "you can try: pip install datasets==2.16.1" ]
2024-02-16 02:36:55
2024-02-23 09:10:00
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### Describe the bug If you download Squad, it will download the plain_text version, but the config still specifies "default", so if you set the offline mode the cache will try to look it up according to the config_id which is "default" and this will say; ValueError: Couldn't find cache for squad for config 'default'...
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`write_examples_on_file` and `write_batch` are broken in `ArrowWriter`
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[ "Thanks for reporting! I've left some comments on the PR on how to fix this recent change rather than reverting it.", "> Thanks for reporting! I've left some comments on the PR on how to fix this recent change rather than reverting it.\r\n\r\nI feel that'd be good, but it'd be great to release a hotfix ASAP (a re...
2024-02-15 01:43:27
2024-02-16 09:25:00
2024-02-16 09:25:00
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CONTRIBUTOR
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### Describe the bug `write_examples_on_file` and `write_batch` are broken in `ArrowWriter` since #6636. The order between the columns and the schema is not preserved anymore. So these functions don't work anymore unless the order happens to align well. ### Steps to reproduce the bug Try to do `write_batch` with any...
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Import error on Google Colab
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[ "Hi! This can happen if an incompatible `pyarrow` version (`pyarrow<12.0.0`) has been imported before the `datasets` installation and the Colab session hasn't been restarted afterward. To avoid the error, go to \"Runtime -> Restart session\" after `!pip install -U datasets` and before `import datasets`, or insert t...
2024-02-13 13:12:40
2024-02-25 16:37:54
2024-02-14 08:04:47
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### Describe the bug Cannot be imported on Google Colab, the import throws the following error: ValueError: pyarrow.lib.IpcWriteOptions size changed, may indicate binary incompatibility. Expected 88 from C header, got 72 from PyObject ### Steps to reproduce the bug 1. `! pip install -U datasets` 2. `import dataset...
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6,657
Release not pushed to conda channel
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[ "Thanks for reporting, @atulsaurav.\r\n\r\nWe are investigating the issue. ", "I can't fix this issue because I do not appear as a team member of the huggingface datasets project: https://anaconda.org/huggingface/datasets\r\n\r\n@lhoestq could you please add `datasets` team members to the corresponding Anaconda p...
2024-02-11 20:05:17
2024-03-06 15:06:22
2024-03-06 15:06:22
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NONE
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### Describe the bug The github actions step to publish the release 2.17.0 to conda channel has failed due to expired token. Can some one please update the anaconda token rerun the failed action? @albertvillanova ? ![image](https://github.com/huggingface/datasets/assets/7138162/1b56ad3d-7643-4778-9cce-4bf531717700...
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2,127,338,377
I_kwDODunzps5-zJuJ
6,656
Error when loading a big local json file
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[ "I get similar when dealing with a large jsonl file (6k lines), \r\n\r\n> TypeError: Couldn't cast array of type timestamp[us] to null\r\n\r\nYet when I split it into 1k lines, files, load_dataset works fine!\r\n\r\nhttps://github.com/huggingface/course/issues/692\r\n\r\n", "What's the proposed solution? :-)" ]
2024-02-09 15:14:21
2024-11-29 10:06:57
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NONE
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### Describe the bug When trying to load big json files from a local directory, `load_dataset` throws the following error ``` Traceback (most recent call last): File "/miniconda3/envs/conda-env/lib/python3.10/site-packages/datasets/builder.py", line 1989, in _prepare_split_single writer.write_table(table) ...
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2,127,020,042
I_kwDODunzps5-x8AK
6,655
Cannot load the dataset go_emotions
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[ "Thanks for reporting, @arame.\r\n\r\nI guess you have an old version of `transformers` (that submodule is present in `transformers` since version 3.0.1, since nearly 4 years ago). If you update it, the error should disappear:\r\n```shell\r\npip install -U transformers\r\n```\r\n\r\nOn the other hand, I am wonderin...
2024-02-09 12:15:39
2024-02-12 09:35:55
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NONE
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### Describe the bug When I run the following code I get an exception; `go_emotions = load_dataset("go_emotions")` > AttributeError Traceback (most recent call last) Cell In[6], [line 1](vscode-notebook-cell:?execution_count=6&line=1) ----> [1](vscode-notebook-cell:?execution_count=6&l...
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2,126,939,358
I_kwDODunzps5-xoTe
6,654
Batched dataset map throws exception that cannot cast fixed length array to Sequence
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[ "Hi ! This issue has been fixed by https://github.com/huggingface/datasets/pull/6283\r\n\r\nCan you try again with the new release 2.17.0 ?\r\n\r\n```\r\npip install -U datasets\r\n```\r\n\r\n", "Amazing! It's indeed fixed now. Thanks!" ]
2024-02-09 11:23:19
2024-02-12 08:26:53
2024-02-12 08:26:53
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### Describe the bug I encountered a TypeError when batch processing a dataset with Sequence features in datasets package version 2.16.1. The error arises from a mismatch in handling fixed-size list arrays during the map function execution. Debugging pinpoints the issue to an if-statement in datasets/table.py, line 20...
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2,125,680,991
I_kwDODunzps5-s1Ff
6,650
AttributeError: 'InMemoryTable' object has no attribute '_batches'
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[ "Hi! Does running the following code also return the same error on your machine? \r\n\r\n```python\r\nimport copy\r\nimport pyarrow as pa\r\nfrom datasets.table import InMemoryTable\r\n\r\ncopy.deepcopy(InMemoryTable(pa.table({\"a\": [1, 2, 3], \"b\": [\"foo\", \"bar\", \"foobar\"]})))\r\n```", "No, it doesn't, ...
2024-02-08 17:11:26
2024-02-21 00:34:41
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### Describe the bug ``` Traceback (most recent call last): File "finetune.py", line 103, in <module> main(args) File "finetune.py", line 45, in main data_tokenized = data.map(partial(funcs.tokenize_function, tokenizer, File "/opt/conda/envs/ptca/lib/python3.8/site-packages/datasets/dataset_dict....
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2,122,956,818
I_kwDODunzps5-icAS
6,645
Support fsspec 2024.2
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[ "I'd be very grateful. This upper bound banished me straight into dependency hell today. :(" ]
2024-02-07 12:45:29
2024-02-29 15:12:19
2024-02-29 15:12:19
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MEMBER
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Support fsspec 2024.2. First, we should address: - #6644
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6,644
Support fsspec 2023.12
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[ "The pinned fsspec version range dependency conflict has been affecting several of our users in https://github.com/iterative/dvc. I've opened an initial PR that I think should resolve the glob behavior changes with using datasets + the latest fsspec release.\r\n\r\nPlease let us know if there's any other fsspec rel...
2024-02-07 12:44:39
2024-02-29 15:12:18
2024-02-29 15:12:18
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Support fsspec 2023.12 by handling previous and new glob behavior.
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6,643
Faiss GPU index cannot be serialised when passed to trainer
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[ "Hi ! make sure your query embeddings are numpy arrays, not torch tensors ;)", "Hi Quentin, not sure how that solves the problem number 1. I am trying to pass on a dataset with a faiss gpu for training to the standard trainer but getting this serialisation error. What is a workaround this? I do not want to remove...
2024-02-06 16:41:00
2024-02-15 10:29:32
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### Describe the bug I am working on a retrieval project and encountering I have encountered two issues in the hugging face faiss integration: 1. I am trying to pass in a dataset with a faiss index to the Huggingface trainer. The code works for a cpu faiss index, but doesn't for a gpu one, getting error: ``` ...
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6,642
Differently dataset object saved than it is loaded.
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[ "I see now, that I have to use `load_from_disk`, in order to load dataset properly, not `load_dataset`. Why is this behavior split? Why do we need both, `load_dataset` and `load_from_disk`?\r\n\r\nUnless answered, I believe this might be helpful for other hf datasets newbies.\r\n\r\nAnyway, made a `load_dataset` co...
2024-02-05 17:28:57
2024-02-06 09:50:19
2024-02-06 09:50:19
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### Describe the bug Differently sized object is saved than it is loaded. ### Steps to reproduce the bug Hi, I save dataset in a following way: ``` dataset = load_dataset("json", data_files={ "train": os.path.join(input_folder, f"{task_met...
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unicodedecodeerror: 'utf-8' codec can't decode byte 0xac in position 25: invalid start byte
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[ "Hi @Hughhuh. \r\n\r\nI have formatted the issue because it was not easily readable. Additionally, the environment info is incomplete: it seems you did not run the proposed CLI command `datasets-cli env` and essential information is missing: version of `datasets`, version of `pyarrow`,...\r\n\r\nWith the informatio...
2024-02-04 08:49:31
2024-02-06 09:26:07
2024-02-06 09:11:45
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### Describe the bug unicodedecodeerror: 'utf-8' codec can't decode byte 0xac in position 25: invalid start byte ### Steps to reproduce the bug ``` import sys sys.getdefaultencoding() 'utf-8' from datasets import load_dataset print(f"Train dataset size: {len(dataset['train'])}") print(f"Test datase...
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2,113,329,257
I_kwDODunzps599thp
6,638
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\...
2024-02-01 19:41:42
2024-02-01 20:07:29
2024-02-01 20:07:29
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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...
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2,113,025,975
I_kwDODunzps598je3
6,637
'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...
2024-02-01 17:16:54
2025-09-18 16:37:11
2025-09-18 16:37:11
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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...
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2,103,950,718
I_kwDODunzps59Z71-
6,624
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." ]
2024-01-28 03:56:05
2024-02-06 09:43:31
2024-02-06 09:43:31
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The laion coco dataset is not available now. How to download it https://huggingface.co/datasets/laion/laion-coco
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2,103,870,123
I_kwDODunzps59ZoKr
6,623
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. ...
2024-01-27 23:46:13
2025-12-08 12:26:20
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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...
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2,103,780,697
I_kwDODunzps59ZSVZ
6,622
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 :)" ]
2024-01-27 20:06:08
2024-02-08 11:18:21
2024-02-08 11:18:21
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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...
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2,103,110,536
I_kwDODunzps59WuuI
6,620
wiki_dpr.py error (ID mismatch between lines {id} and vector {vec_id}
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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" ]
2024-01-27 01:00:09
2024-02-06 09:40:19
2024-02-06 09:40:19
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NONE
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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...
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2,101,868,198
I_kwDODunzps59R_am
6,618
While importing load_dataset from datasets
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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...
2024-01-26 09:21:57
2024-07-23 09:31:07
2024-02-06 09:25:54
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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
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2,098,951,409
I_kwDODunzps59G3Tx
6,615
...
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[ "Sorry I posted in the wrong repo, please delete.. thanks!" ]
2024-01-24 19:37:03
2024-01-24 19:42:30
2024-01-24 19:40:11
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2,098,078,210
I_kwDODunzps59DiIC
6,612
cnn_dailymail repeats itself
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[ "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```" ]
2024-01-24 11:38:25
2024-02-01 08:14:50
2024-02-01 08:14:50
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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...
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2,095,643,711
I_kwDODunzps586Pw_
6,610
cast_column to Sequence(subfeatures_dict) has err
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[ "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 ...
2024-01-23 09:32:32
2024-01-25 02:15:23
2024-01-25 02:15:23
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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): ...
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2,095,085,650
I_kwDODunzps584HhS
6,609
Wrong path for cache directory in offline mode
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[ "+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 !" ]
2024-01-23 01:47:19
2024-02-06 17:21:25
2024-02-06 17:21:25
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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, ...
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2,090,188,376
I_kwDODunzps58lb5Y
6,605
ELI5 no longer available, but referenced in example code
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[ "Addressed in https://github.com/huggingface/transformers/pull/28715." ]
2024-01-19 10:21:52
2024-02-01 17:58:23
2024-02-01 17:58:22
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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...
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2,089,713,945
I_kwDODunzps58joEZ
6,604
Transform fingerprint collisions due to setting fixed random seed
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[ "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" ]
2024-01-19 06:32:25
2024-01-26 15:05:35
2024-01-26 15:05:35
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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...
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2,089,230,766
I_kwDODunzps58hyGu
6,603
datasets map `cache_file_name` does not work
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[ "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...
2024-01-18 23:08:30
2024-01-28 04:01:15
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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...
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2,089,217,483
I_kwDODunzps58hu3L
6,602
Index error when data is large
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[ "I'm facing this problem while doing my translation of [mteb/stackexchange-clustering](https://huggingface.co/datasets/mteb/stackexchange-clustering). each row has lots of samples (up to 100k samples), because in this dataset, each row represent multiple clusters.\nmy hack is to setting `max_shard_size` to 20Gb or ...
2024-01-18 23:00:47
2026-08-18 01:32:36
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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...
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2,088,446,385
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6,600
Loading CSV exported dataset has unexpected format
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[ "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(...
2024-01-18 14:48:27
2024-01-23 14:42:32
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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...
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2,086,684,664
I_kwDODunzps58YEf4
6,599
Easy way to segment into 30s snippets given an m4a file and a vtt file
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[ "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" ]
2024-01-17 17:51:40
2024-01-23 10:42:17
2024-01-22 15:35:49
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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...
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2,084,236,605
I_kwDODunzps58Ou09
6,598
Unexpected keyword argument 'hf' when downloading CSV dataset from S3
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[ "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...
2024-01-16 15:16:01
2025-01-31 15:35:33
2024-07-23 14:30:10
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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...
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2,083,708,521
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6,597
Dataset.push_to_hub of a canonical dataset creates an additional dataset under the user namespace
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[ "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...
2024-01-16 11:27:07
2024-02-05 12:29:37
2024-02-05 12:29:37
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MEMBER
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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...
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2,082,896,148
I_kwDODunzps58JnkU
6,595
Loading big dataset raises pyarrow.lib.ArrowNotImplementedError 2
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[ "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\"...
2024-01-16 02:03:09
2024-01-27 18:26:33
2024-01-26 02:28:32
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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...
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2,082,748,275
I_kwDODunzps58JDdz
6,594
IterableDataset sharding logic needs improvement
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[ "I do not know is it the same probelm as mine. I think the num_workers should a value of process number for one dataloader mapped to one card, or the total number of processes for all multiple cards. \r\nbut when I set the num_workers larger then the count of training split files, it will report num_workers ...
2024-01-15 22:22:36
2025-11-10 14:55:20
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NONE
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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...
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2,082,410,257
I_kwDODunzps58Hw8R
6,592
Logs are delayed when doing .map when `docker logs`
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[ "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." ]
2024-01-15 17:05:21
2024-02-12 17:35:21
2024-02-12 17:35:21
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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...
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2,082,378,957
I_kwDODunzps58HpTN
6,591
The datasets models housed in Dropbox can't support a lot of users downloading them
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[ "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." ]
2024-01-15 16:43:38
2024-01-22 23:18:09
2024-01-22 23:18:09
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NONE
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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(...
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6,589
After `2.16.0` version, there are `PermissionError` when users use shared cache_dir
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[ "We'll do a new release of `datasets` in the coming days with a fix !", "@lhoestq Thank you very much!" ]
2024-01-15 06:46:27
2024-02-02 07:55:38
2024-01-30 15:28:38
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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 ...
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2,078,874,005
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6,585
losing DatasetInfo in Dataset.map when num_proc > 1
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[ "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...
2024-01-12 13:39:19
2024-01-12 14:08:24
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CONTRIBUTOR
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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...
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