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https://api.github.com/repos/huggingface/datasets/issues/6584
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2,078,454,878
I_kwDODunzps574rRe
6,584
np.fromfile not supported
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[ "@lhoestq\r\nCan you provide me with some ideas?", "Hi ! What's the error ?", "@lhoestq \r\n```\r\nTraceback (most recent call last):\r\n File \"/home/dongzf/miniconda3/envs/dataset_ai/lib/python3.11/runpy.py\", line 198, in _run_module_as_main\r\n return _run_code(code, main_globals, None,\r\n ^^...
2024-01-12 09:46:17
2024-01-15 05:20:50
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CONTRIBUTOR
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How to do np.fromfile to use it like np.load ```python def xnumpy_fromfile(filepath_or_buffer, *args, download_config: Optional[DownloadConfig] = None, **kwargs): import numpy as np if hasattr(filepath_or_buffer, "read"): return np.fromfile(filepath_or_buffer, *args, **kwargs) else: ...
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2,075,407,473
I_kwDODunzps57tDRx
6,579
Unable to load `eli5` dataset with streaming
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[ "Hi @haok1402, I have created an issue in the Discussion tab of the corresponding dataset: https://huggingface.co/datasets/eli5/discussions/7\r\nLet's continue the discussion there!" ]
2024-01-10 23:44:20
2024-01-11 09:19:18
2024-01-11 09:19:17
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NONE
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### Describe the bug Unable to load `eli5` dataset with streaming. ### Steps to reproduce the bug This fails with FileNotFoundError: https://files.pushshift.io/reddit/submissions ``` from datasets import load_dataset load_dataset("eli5", streaming=True) ``` This works correctly. ``` from datasets import lo...
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2,074,790,848
I_kwDODunzps57qsvA
6,577
502 Server Errors when streaming large dataset
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[ "cc @mariosasko @lhoestq ", "Hi! We should be able to avoid this error by retrying to read the data when it happens. I'll open a PR in `huggingface_hub` to address this.", "Thanks for the fix @mariosasko! Just wondering whether \"500 error\" should also be excluded? I got these errors overnight:\r\n\r\n```\r\nh...
2024-01-10 16:59:36
2024-02-12 11:46:03
2024-01-15 16:05:44
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CONTRIBUTOR
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### Describe the bug When streaming a [large ASR dataset](https://huggingface.co/datasets/sanchit-gandhi/concatenated-train-set) from the Hug (~3TB) I often encounter 502 Server Errors seemingly randomly during streaming: ``` huggingface_hub.utils._errors.HfHubHTTPError: 502 Server Error: Bad Gateway for url: http...
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2,073,710,124
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6,576
document page 404 not found after redirection
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[ "Thanks for reporting! I've opened a PR with a fix." ]
2024-01-10 06:48:14
2024-01-17 14:01:31
2024-01-17 14:01:31
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NONE
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### Describe the bug The redirected page encountered 404 not found. ### Steps to reproduce the bug 1. In this tutorial: https://huggingface.co/learn/nlp-course/chapter5/4?fw=pt original md: https://github.com/huggingface/course/blob/2c733c2246b8b7e0e6f19a9e5d15bb12df43b2a3/chapters/en/chapter5/4.mdx#L49 `...
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2,072,111,000
I_kwDODunzps57geeY
6,571
Make DatasetDict.column_names return a list instead of dict
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[ "Hi @albertvillanova, can I work on this issue?" ]
2024-01-09 10:45:17
2025-09-22 08:47:53
null
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MEMBER
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Currently, `DatasetDict.column_names` returns a dict, with each split name as keys and the corresponding list of column names as values. However, by construction, all splits have the same column names. I think it makes more sense to return a single list with the column names, which is the same for all the split k...
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2,071,805,265
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6,570
No online docs for 2.16 release
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[ "Though the `build / build_main_documentation` CI job ran for 2.16.0: https://github.com/huggingface/datasets/actions/runs/7300836845/job/19896275099 🤔 ", "Yes, I saw it. Maybe @mishig25 can give us some hint...", "fixed https://huggingface.co/docs/datasets/v2.16.0/en/index", "Still missing 2.16.1.", "> St...
2024-01-09 07:43:30
2024-01-09 16:45:50
2024-01-09 16:45:50
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MEMBER
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We do not have the online docs for the latest minor release 2.16 (2.16.0 nor 2.16.1). In the online docs, the latest version appearing is 2.15.0: https://huggingface.co/docs/datasets/index ![Screenshot from 2024-01-09 08-43-08](https://github.com/huggingface/datasets/assets/8515462/83613222-867f-41f4-8833-7a4a765...
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6,568
keep_in_memory=True does not seem to work
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[ "Seems like I just used the old code which did not have `keep_in_memory=True` argument, sorry.\r\n\r\nAlthough i encountered a different problem – at 97% my python process just hung for around 11 minutes with no logs (when running dataset.map without `keep_in_memory=True` over around 3 million of dataset samples).....
2024-01-08 08:03:58
2024-01-13 04:53:04
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UPD: [Fixed](https://github.com/huggingface/datasets/issues/6568#issuecomment-1880817794) . But a new issue came up :(
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AttributeError: 'str' object has no attribute 'to'
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[ "I think you are reporting an issue with the `transformers` library. Note this is the repository of the `datasets` library. I recommend that you open an issue in their repository: https://github.com/huggingface/transformers/issues\r\n\r\nEDIT: I have not the rights to transfer the issue\r\n~~I am transferring your ...
2024-01-08 06:40:21
2024-01-08 11:56:19
2024-01-08 10:03:17
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### Describe the bug ``` -------------------------------------------------------------------------- AttributeError Traceback (most recent call last) [<ipython-input-6-80c6086794e8>](https://localhost:8080/#) in <cell line: 10>() 8 report_to="wandb") 9 ---> 10 trainer =...
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2,069,495,429
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6,566
I train controlnet_sdxl in bf16 datatype, got unsupported ERROR in datasets
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[ "I also see the same error and get passed it by casting that line to float. \r\n\r\nso `for x in obj.detach().cpu().numpy()` becomes `for x in obj.detach().to(torch.float).cpu().numpy()`\r\n\r\nI got the idea from [this ](https://github.com/kohya-ss/sd-webui-additional-networks/pull/128/files) PR where someone was...
2024-01-08 02:37:03
2024-06-02 14:24:39
2024-05-17 09:40:14
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### Describe the bug ``` Traceback (most recent call last): File "train_controlnet_sdxl.py", line 1252, in <module> main(args) File "train_controlnet_sdxl.py", line 1013, in main train_dataset = train_dataset.map(compute_embeddings_fn, batched=True, new_fingerprint=new_fingerprint) File "/home/mini...
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2,068,939,670
I_kwDODunzps57UYOW
6,565
`drop_last_batch=True` for IterableDataset map function is ignored with multiprocessing DataLoader
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[ "My current workaround this issue is to return `None` in the second element and then filter out samples which have `None` in them.\r\n\r\n```python\r\ndef merge_samples(batch):\r\n if len(batch['a']) == 1:\r\n batch['c'] = [batch['a'][0]]\r\n batch['d'] = [None]\r\n else:\r\n batch['c'] ...
2024-01-07 02:46:50
2025-03-08 09:46:05
2024-01-11 16:10:31
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### Describe the bug Scenario: - Interleaving two iterable datasets of unequal lengths (`all_exhausted`), followed by a batch mapping with batch size 2 to effectively merge the two datasets and get a sample from each dataset in a single batch, with `drop_last_batch=True` to skip the last batch in case it doesn't ha...
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2,068,893,194
I_kwDODunzps57UM4K
6,564
`Dataset.filter` missing `with_rank` parameter
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[ "Thanks for reporting! I've opened a PR with a fix", "@mariosasko thank you very much :)" ]
2024-01-06 23:48:13
2024-01-29 16:36:55
2024-01-29 16:36:54
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### Describe the bug The issue shall be open: https://github.com/huggingface/datasets/issues/6435 When i try to pass `with_rank` to `Dataset.filter()`, i get this: `Dataset.filter() got an unexpected keyword argument 'with_rank'` ### Steps to reproduce the bug Run notebook: https://colab.research.google.com...
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6,563
`ImportError`: cannot import name 'insecure_hashlib' from 'huggingface_hub.utils' (.../huggingface_hub/utils/__init__.py)
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[ "@Wauplin Do you happen to know what's up?", "<del>Installing `datasets` from `main` did the trick so I guess it will be fixed in the next release.\r\n\r\nNVM https://github.com/huggingface/datasets/blob/d26abadce0b884db32382b92422d8a6aa997d40a/src/datasets/utils/info_utils.py#L5", "@wasertech upgrading `huggin...
2024-01-06 02:28:54
2024-03-14 02:59:42
2024-01-06 16:13:27
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NONE
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### Describe the bug Yep its not [there](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/utils/__init__.py) anymore. ```text + python /home/trainer/sft_train.py --model_name cognitivecomputations/dolphin-2.2.1-mistral-7b --dataset_name wasertech/OneOS --load_in_4bit --use_peft --batch_...
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2,067,404,951
I_kwDODunzps57OhiX
6,561
Document YAML configuration with "data_dir"
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[ "In particular, I would like to have an example of how to replace the following configuration (from https://huggingface.co/docs/hub/datasets-manual-configuration#splits)\r\n\r\n```\r\n---\r\nconfigs:\r\n- config_name: default\r\n data_files:\r\n - split: train\r\n path: \"data/*.csv\"\r\n - split: test\r\n ...
2024-01-05 14:03:33
2026-04-09 10:40:24
2026-04-09 10:40:24
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CONTRIBUTOR
[]
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See https://huggingface.co/datasets/uonlp/CulturaX/discussions/15#6597e83f185db94370d6bf50 for reference
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Support Video
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[ "duplicate of #5225" ]
2024-01-04 13:10:58
2024-08-23 09:51:27
2024-08-23 09:51:27
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### Feature request HF datasets are awesome in supporting text and images. Will be great to see such a support in videos :) ### Motivation Video generation :) ### Your contribution Will probably be limited to raising this feature request ;)
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Latest version 2.16.1, when load dataset error occurs. ValueError: BuilderConfig 'allenai--c4' not found. Available: ['default']
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[ "Hi ! The \"allenai--c4\" config doesn't exist (this naming schema comes from old versions of `datasets`)\r\n\r\nYou can load it this way instead:\r\n\r\n```python\r\nfrom datasets import load_dataset\r\ncache_dir = 'path/to/your/cache/directory'\r\ndataset = load_dataset('allenai/c4', data_files={'train': 'en/c4-t...
2024-01-04 07:04:48
2024-04-03 10:40:53
2024-01-05 01:26:25
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### Describe the bug python script is: ``` from datasets import load_dataset cache_dir = 'path/to/your/cache/directory' dataset = load_dataset('allenai/c4','allenai--c4', data_files={'train': 'en/c4-train.00000-of-01024.json.gz'}, split='train', use_auth_token=False, cache_dir=cache_dir) ``` the script su...
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OSError: image file is truncated (1 bytes not processed) #28323
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[ "You can add \r\n\r\n```python\r\nfrom PIL import ImageFile\r\nImageFile.LOAD_TRUNCATED_IMAGES = True\r\n```\r\n\r\nafter the imports to be able to read truncated images." ]
2024-01-04 02:15:13
2024-02-21 00:38:12
2024-02-21 00:38:12
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### Describe the bug ``` --------------------------------------------------------------------------- OSError Traceback (most recent call last) Cell In[24], line 28 23 return example 25 # Filter the dataset 26 # filtered_dataset = dataset.filter(contains_number...
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2,063,839,916
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6,554
Parquet exports are used even if revision is passed
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[ "I don't think this bug is a thing ? Do you have some code that leads to this issue ?" ]
2024-01-03 11:32:26
2024-02-02 10:35:29
2024-02-02 10:35:29
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MEMBER
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We should not used Parquet exports if `revision` is passed. I think this is a regression.
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6,553
Cannot import name 'load_dataset' from .... module ‘datasets’
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[ "I don't know My conpany conputer cannot work. but in my computer, it work?", "Do you have a folder in your working directory called datasets?" ]
2024-01-03 08:18:21
2024-02-21 00:38:24
2024-02-21 00:38:24
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### Describe the bug use python -m pip install datasets to install ### Steps to reproduce the bug from datasets import load_dataset ### Expected behavior it doesn't work ### Environment info datasets version==2.15.0 python == 3.10.12 linux version I don't know??
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6,552
Loading a dataset from Google Colab hangs at "Resolving data files".
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[ "This bug comes from the `huggingface_hub` library, see: https://github.com/huggingface/huggingface_hub/issues/1952\r\n\r\nA fix is provided at https://github.com/huggingface/huggingface_hub/pull/1953. Feel free to install `huggingface_hub` from this PR, or wait for it to be merged and the new version of `huggingfa...
2024-01-03 02:18:17
2024-01-08 10:09:04
2024-01-08 10:09:04
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### Describe the bug Hello, I'm trying to load a dataset from Google Colab but the process hangs at `Resolving data files`: ![image](https://github.com/huggingface/datasets/assets/99779/7175ad85-e571-46ed-9f87-92653985777d) It is happening when the `_get_origin_metadata` definition is invoked: ```python d...
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2,062,420,259
I_kwDODunzps567gkj
6,549
Loading from hf hub with clearer error message
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[ "Maybe we can add a helper message like `Maybe try again using \"hf://path/without/resolve\"` if the path contains `/resolve/` ?\r\n\r\ne.g.\r\n\r\n```\r\nFileNotFoundError: Unable to find 'hf://datasets/HuggingFaceTB/eval_data/resolve/main/eval_data_context_and_answers.json'\r\nIt looks like you used parts of the ...
2024-01-02 13:26:34
2024-01-02 14:06:49
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MEMBER
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### Feature request Shouldn't this kinda work ? ``` Dataset.from_json("hf://datasets/HuggingFaceTB/eval_data/resolve/main/eval_data_context_and_answers.json") ``` I got an error ``` File ~/miniconda3/envs/datatrove/lib/python3.10/site-packages/datasets/data_files.py:380, in resolve_pattern(pattern, base_path, al...
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2,061,047,984
I_kwDODunzps562Riw
6,548
Skip if a dataset has issues
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[ "It looks like a transient DNS issue. It should work fine now if you try again.\r\n\r\nThere is no parameter in load_dataset to skip failed downloads. In your case it would have skipped every single subsequent download until the DNS issue was resolved anyway." ]
2023-12-31 12:41:26
2024-01-02 10:33:17
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### Describe the bug Hello everyone, I'm using **load_datasets** from **huggingface** to download the datasets and I'm facing an issue, the download starts but it reaches some state and then fails with the following error: Couldn't reach https://huggingface.co/datasets/wikimedia/wikipedia/resolve/4cb9b0d719291f1a10...
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2,059,198,575
I_kwDODunzps56vOBv
6,542
Datasets : wikipedia 20220301.en error
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[ "Hi ! We now recommend using the `wikimedia/wikipedia` dataset, can you try loading this one instead ?\r\n\r\n```python\r\nwiki_dataset = load_dataset(\"wikimedia/wikipedia\", \"20231101.en\")\r\n```", "This bug has been fixed in `2.16.1` thanks to https://github.com/huggingface/datasets/pull/6544, feel free to ...
2023-12-29 08:34:51
2024-01-02 13:21:06
2024-01-02 13:20:30
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### Describe the bug When I used load_dataset to download this data set, the following error occurred. The main problem was that the target data did not exist. ### Steps to reproduce the bug 1.I tried downloading directly. ```python wiki_dataset = load_dataset("wikipedia", "20220301.en") ``` An exception occurre...
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2,058,983,826
I_kwDODunzps56uZmS
6,541
Dataset not loading successfully.
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[ "This is a problem with your environment. You should be able to fix it by upgrading `numpy` based on [this](https://github.com/numpy/numpy/issues/23570) issue.", "Bro I already update numpy package.", "Then, this shouldn't throw an error on your machine:\r\n```python\r\nimport numpy\r\nnumpy._no_nep50_warning\r...
2023-12-29 01:35:47
2024-01-17 00:40:46
2024-01-17 00:40:45
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### Describe the bug When I run down the below code shows this error: AttributeError: module 'numpy' has no attribute '_no_nep50_warning' I also added this issue in transformers library please check out: [link](https://github.com/huggingface/transformers/issues/28099) ### Steps to reproduce the bug ## Reproduction ...
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2,058,965,157
I_kwDODunzps56uVCl
6,540
Extreme inefficiency for `save_to_disk` when merging datasets
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[ "Concatenating datasets doesn't create any indices mapping - so flattening indices is not needed (unless you shuffle the dataset).\r\nCan you share the snippet of code you are using to merge your datasets and save them to disk ?" ]
2023-12-29 00:44:35
2023-12-30 15:05:48
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### Describe the bug Hi, I tried to merge in total 22M sequences of data, where each sequence is of maximum length 2000. I found that merging these datasets and then `save_to_disk` is extremely slow because of flattening the indices. Wondering if you have any suggestions or guidance on this. Thank you very much! ###...
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2,057,377,630
I_kwDODunzps56oRde
6,538
ImportError: cannot import name 'SchemaInferenceError' from 'datasets.arrow_writer' (/opt/conda/lib/python3.10/site-packages/datasets/arrow_writer.py)
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[ "Hi ! Are you sure you have `datasets` 2.16 ? I just checked and on 2.16 I can run `from datasets.arrow_writer import SchemaInferenceError` without error", "I have the same issue - using with datasets version 2.16.1. Also this is on a kaggle notebook - other people with the same issue also seem to be having it on...
2023-12-27 13:31:16
2024-01-03 10:06:47
2024-01-03 10:04:58
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### Describe the bug While importing from packages getting the error Code: ``` import os import torch from datasets import load_dataset, Dataset from transformers import ( AutoModelForCausalLM, AutoTokenizer, BitsAndBytesConfig, HfArgumentParser, TrainingArguments, pipeline, ...
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6,537
Adding support for netCDF (*.nc) files
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[ "Related to #3113 ", "Conceptually, we can use xarray to load the netCDF file, then xarray -> pandas -> pyarrow.", "I'd still need to verify that such a conversion would be lossless, especially for multi-dimensional data." ]
2023-12-27 09:27:29
2023-12-27 20:46:53
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### Feature request netCDF (*.nc) is a file format for storing multidimensional scientific data, which is used by packages like `xarray` (labelled multi-dimensional arrays in Python). It would be nice to have native support for netCDF in `datasets`. ### Motivation When uploading *.nc files onto Huggingface Hub throu...
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2,056,863,239
I_kwDODunzps56mT4H
6,536
datasets.load_dataset raises FileNotFoundError for datasets==2.16.0
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[ "Hi ! Thanks for reporting\r\n\r\nThis is a bug in 2.16.0 for some datasets when `cache_dir` is a relative path. I opened https://github.com/huggingface/datasets/pull/6543 to fix this", "We just released 2.16.1 with a fix:\r\n\r\n```\r\npip install -U datasets\r\n```" ]
2023-12-27 03:15:48
2023-12-30 18:58:04
2023-12-30 15:54:00
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### Describe the bug Seems `datasets.load_dataset` raises FileNotFoundError for some hub datasets with the latest `datasets==2.16.0` ### Steps to reproduce the bug For example `pip install datasets==2.16.0` then ```python import datasets datasets.load_dataset("wentingzhao/anthropic-hh-first-prompt", cache_di...
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2,056,264,339
I_kwDODunzps56kBqT
6,535
IndexError: Invalid key: 47682 is out of bounds for size 0 while using PEFT
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[ "@sabman @pvl @kashif @vigsterkr ", "This is surely the same issue as https://discuss.huggingface.co/t/indexerror-invalid-key-16-is-out-of-bounds-for-size-0/14298/25 that comes from the `transformers` `Trainer`. You should add `remove_unused_columns=False` to `TrainingArguments`\r\n\r\nAlso check your logs: the `...
2023-12-26 10:14:33
2024-02-05 08:42:31
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NONE
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### Describe the bug I am trying to fine-tune the t5 model on the paraphrasing task. While running the same code without- model = get_peft_model(model, config) the model trains without any issues. However, using the model returned from get_peft_model raises the following error due to datasets- IndexError: Inv...
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2,056,002,548
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6,534
How to configure multiple folders in the same zip package
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[ "@albertvillanova" ]
2023-12-26 03:56:20
2023-12-26 06:31:16
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CONTRIBUTOR
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How should I write "config" in readme when all the data, such as train test, is in a zip file train floder and test floder in data.zip
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ted_talks_iwslt | Error: Config name is missing
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[ "Hi ! Thanks for reporting. I opened https://github.com/huggingface/datasets/pull/6544 to fix this", "We just released 2.16.1 with a fix:\r\n\r\n```\r\npip install -U datasets\r\n```" ]
2023-12-26 00:38:18
2023-12-30 18:58:21
2023-12-30 16:09:50
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NONE
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### Describe the bug Running load_dataset using the newest `datasets` library like below on the ted_talks_iwslt using year pair data will throw an error "Config name is missing" see also: https://huggingface.co/datasets/ted_talks_iwslt/discussions/3 likely caused by #6493, where the `and not config_kwargs` part...
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2,055,631,201
I_kwDODunzps56hnFh
6,532
[Feature request] Indexing datasets by a customly-defined id field to enable random access dataset items via the id
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[ "You can simply use a python dict as index:\r\n\r\n```python\r\n>>> from datasets import load_dataset\r\n>>> ds = load_dataset(\"BeIR/dbpedia-entity\", \"corpus\", split=\"corpus\")\r\n>>> index = {key: idx for idx, key in enumerate(ds[\"_id\"])}\r\n>>> ds[index[\"<dbpedia:Pikachu>\"]]\r\n{'_id': '<dbpedia:Pikachu>...
2023-12-25 11:37:10
2025-05-05 13:25:24
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### Feature request Some datasets may contain an id-like field, for example the `id` field in [wikimedia/wikipedia](https://huggingface.co/datasets/wikimedia/wikipedia) and the `_id` field in [BeIR/dbpedia-entity](https://huggingface.co/datasets/BeIR/dbpedia-entity). HF datasets support efficient random access via r...
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2,054,817,609
I_kwDODunzps56egdJ
6,530
Impossible to save a mapped dataset to disk
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[ "I solved it with `train_dataset.with_format(None)`\r\nBut then faced some more issues (which i later solved too).\r\n\r\nHuggingface does not seem to care, so I do. Here is an updated training script which saves a pre-processed (mapped) dataset to your local directory if you specify `--save_precomputed_data_dir=DI...
2023-12-23 15:18:27
2023-12-24 09:40:30
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NONE
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### Describe the bug I want to play around with different hyperparameters when training but don't want to re-map my dataset with 3 million samples each time for tens of hours when I [fully fine-tune SDXL](https://github.com/huggingface/diffusers/blob/main/examples/text_to_image/train_text_to_image_sdxl.py). After...
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2,054,209,449
I_kwDODunzps56cL-p
6,529
Impossible to only download a test split
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[ "The only way right now is to load with streaming=True", "This feature has been proposed for a long time. I'm looking forward to the implementation. On clusters `streaming=True` is not an option since we do not have Internet on compute nodes. See: https://github.com/huggingface/datasets/discussions/1896#discussio...
2023-12-22 16:56:32
2024-02-02 00:05:04
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I've spent a significant amount of time trying to locate the split object inside my _split_generators() custom function. Then after diving [in the code](https://github.com/huggingface/datasets/blob/5ff3670c18ed34fa8ddfa70a9aa403ae6cc9ad54/src/datasets/load.py#L2558) I realized that `download_and_prepare` is executed b...
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2,053,076,311
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6,524
Streaming the Pile: Missing Files
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[ "Hello @FelixLabelle,\r\n\r\nAs you can see in the Community tab of the corresponding dataset, it is a known issue: https://huggingface.co/datasets/EleutherAI/pile/discussions/15\r\n\r\nThe data has been taken down due to reported copyright infringement.\r\n\r\nFeel free to continue the discussion there.", "Gener...
2023-12-21 21:25:09
2026-04-24 08:36:44
2023-12-22 09:17:05
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NONE
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### Describe the bug The pile does not stream, a "File not Found error" is returned. It looks like the Pile's files have been moved. ### Steps to reproduce the bug To reproduce run the following code: ``` from datasets import load_dataset dataset = load_dataset('EleutherAI/pile', 'en', split='train', streamin...
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6,521
The order of the splits is not preserved
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[ "After investigation, I think the issue was introduced by the use of the Parquet export:\r\n- #6448\r\n\r\nI am proposing a fix.\r\n\r\nCC: @lhoestq " ]
2023-12-21 11:17:27
2023-12-22 11:36:15
2023-12-22 11:36:15
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MEMBER
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We had a regression and the order of the splits is not preserved. They are alphabetically sorted, instead of preserving original "train", "validation", "test" order. Check: In branch "main" ```python In [9]: dataset = load_dataset("adversarial_qa", '"adversarialQA") In [10]: dataset Out[10]: DatasetDict({ ...
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6,506
Incorrect test set labels for RTE and CoLA datasets via load_dataset
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[ "As this is a specific issue of the \"glue\" dataset, I have transferred it to the dataset Discussion page: https://huggingface.co/datasets/glue/discussions/15\r\n\r\nLet's continue the discussion there!" ]
2023-12-16 22:06:08
2023-12-21 09:57:57
2023-12-21 09:57:57
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### Describe the bug The test set labels for the RTE and CoLA datasets when loading via datasets load_dataset are all -1. Edit: It appears this is also the case for every other dataset except for MRPC (stsb, sst2, qqp, mnli (both matched and mismatched), qnli, wnli, ax). Is this intended behavior to safeguard the t...
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2,044,721,288
I_kwDODunzps553_iI
6,505
Got stuck when I trying to load a dataset
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[ "I ran into the same problem when I used a server cluster (Slurm system managed) that couldn't load any of the huggingface datasets or models, but it worked on my laptop. I suspected some system configuration-related problem, but I had no idea. \r\nMy problems are consistent with [issue #2618](https://github.com/hu...
2023-12-16 11:51:07
2024-12-24 16:45:52
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### Describe the bug Hello, everyone. I met a problem when I am trying to load a data file using load_dataset method on a Debian 10 system. The data file is not very large, only 1.63MB with 600 records. Here is my code: from datasets import load_dataset dataset = load_dataset('json', data_files='mypath/oaast_r...
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2,043,377,240
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6,501
OverflowError: value too large to convert to int32_t
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[ "+1\n" ]
2023-12-15 10:10:21
2025-06-27 04:27:14
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### Describe the bug ![image](https://github.com/huggingface/datasets/assets/47747764/f58044fb-ddda-48b6-ba68-7bbfef781630) ### Steps to reproduce the bug just loading datasets ### Expected behavior how can I fix it ### Environment info pip install /mnt/cluster/zhangfan/study_info/LLaMA-Factory/peft-0.6.0-py3...
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2,041,589,386
I_kwDODunzps55sC6K
6,496
Error when writing a dataset to HF Hub: A commit has happened since. Please refresh and try again.
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[ "I transferred from datasets-server, since the issue is more about `datasets` and the integration with `huggingface_hub`." ]
2023-12-14 11:24:54
2023-12-14 12:22:21
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**Describe the bug** Getting a `412 Client Error: Precondition Failed` when trying to write a dataset to the HF hub. ``` huggingface_hub.utils._errors.HfHubHTTPError: 412 Client Error: Precondition Failed for url: https://huggingface.co/api/datasets/GLorr/test-dask/commit/main (Request ID: Root=1-657ae26f-3bd92b...
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2,037,204,892
I_kwDODunzps55bUec
6,490
`load_dataset(...,save_infos=True)` not working without loading script
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[ "Also, once the README.md exists in the python environment it is used when loading another dataset in the same format (e.g. json) since it always resolves the path to the same directory.\r\nThe consequence here is any other dataset won't load because of infos mismatch.\r\nTo reproduce this aspect:\r\n1. Do a `load_...
2023-12-12 08:09:18
2023-12-12 08:36:22
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NONE
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### Describe the bug It seems that saving a dataset infos back into the card file is not working for datasets without a loading script. After tracking the problem a bit it looks like saving the infos uses `Builder.get_imported_module_dir()` as its destination directory. Internally this is a call to `inspect.getfil...
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2,035,899,898
I_kwDODunzps55WV36
6,488
429 Client Error
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[ "Transferring repos as this is a datasets issue ", "I'm getting a similar issue even though I've already downloaded the dataset 😅 \r\n\r\n```\r\nhuggingface_hub.utils._errors.HfHubHTTPError: 429 Client Error: Too Many Requests for url: https://huggingface.co/api/datasets/HuggingFaceM4/WebSight\r\n```" ]
2023-12-11 15:06:01
2024-06-20 05:55:45
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Hello, I was downloading the following dataset and after 20% of data was downloaded, I started getting error 429. It is not resolved since a few days. How should I resolve it? Thanks Dataset: https://huggingface.co/datasets/cerebras/SlimPajama-627B Error: `requests.exceptions.HTTPError: 429 Client Error: Too M...
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2,035,141,884
I_kwDODunzps55Tcz8
6,485
FileNotFoundError: [Errno 2] No such file or directory: 'nul'
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[ "Hi! It seems like the problem is your environment. Maybe this issue can help: https://github.com/pytest-dev/pytest/issues/9519. " ]
2023-12-11 08:52:13
2023-12-14 08:09:08
2023-12-14 08:09:08
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### Describe the bug it seems that sth wrong with my terrible "bug body" life, When i run this code, "import datasets" i meet this error FileNotFoundError: [Errno 2] No such file or directory: 'nul' ![image](https://github.com/huggingface/datasets/assets/73683903/3973c120-ebb1-42b7-bede-b9de053e861d) ![image](htt...
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2,032,946,981
I_kwDODunzps55LE8l
6,483
Iterable Dataset: rename column clashes with remove column
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[ "Column \"text\" doesn't exist anymore so you can't remove it", "You can get the expected result by fixing typos in the snippet :)\r\n```python\r\nfrom datasets import load_dataset\r\n\r\n# load LS in streaming mode\r\ndataset = load_dataset(\"librispeech_asr\", \"clean\", split=\"validation\", streaming=True)\r\...
2023-12-08 16:11:30
2023-12-08 16:27:16
2023-12-08 16:27:04
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CONTRIBUTOR
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### Describe the bug Suppose I have a two iterable datasets, one with the features: * `{"audio", "text", "column_a"}` And the other with the features: * `{"audio", "sentence", "column_b"}` I want to combine both datasets using `interleave_datasets`, which requires me to unify the column names. I would typic...
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2,033,333,294
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[Feature Request] Dataset versioning
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[ "Hello @kenfus, this is meant to be possible to do yes. Let me ping @lhoestq or @mariosasko from the `datasets` team (`huggingface_hub` is only the underlying library to download files from the Hub but here it looks more like a `datasets` problem). ", "Hi! https://github.com/huggingface/datasets/pull/6459 will fi...
2023-12-08 16:01:35
2023-12-11 19:13:46
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**Is your feature request related to a problem? Please describe.** I am working on a project, where I would like to test different preprocessing methods for my ML-data. Thus, I would like to work a lot with revisions and compare them. Currently, I was not able to make it work with the revision keyword because it was n...
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6,478
How to load data from lakefs
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[ "You can create a `pandas` DataFrame following [this](https://lakefs.io/data-version-control/dvc-using-python/) tutorial, and then convert this DataFrame to a `Dataset` with `datasets.Dataset.from_pandas`. For larger datasets (to memory map them), you can use `Dataset.from_generator` with a generator function that ...
2023-12-06 09:04:11
2024-07-03 19:13:57
2024-07-03 19:13:56
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My dataset is stored on the company's lakefs server. How can I write code to load the dataset? It would be great if I could provide code examples or provide some references
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laion2B-en failed to load on Windows with PrefetchVirtualMemory failed
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[ "~~You will see this error if the cache dir filepath contains relative `..` paths. Use `os.path.realpath(_CACHE_DIR)` before passing it to the `load_dataset` function.~~", "This is a real issue and not related to paths.", "Based on the StackOverflow answer, this causes the error to go away:\r\n```diff\r\ndiff -...
2023-12-06 00:07:34
2023-12-06 23:26:23
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### Describe the bug I have downloaded laion2B-en, and I'm receiving the following error trying to load it: ``` Resolving data files: 100%|██████████| 128/128 [00:00<00:00, 1173.79it/s] Traceback (most recent call last): File "D:\Art-Workspace\src\artworkspace\tokeneval\compute_frequencies.py", line 31, in <mo...
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2,023,174,233
I_kwDODunzps54lzBZ
6,467
New version release request
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[ "We will publish it soon (we usually do it in intervals of 1-2 months, so probably next week)", "Thanks!" ]
2023-12-04 07:08:26
2023-12-04 15:42:22
2023-12-04 15:42:22
null
CONTRIBUTOR
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### Feature request Hi! I am using `datasets` in library `xtuner` and am highly interested in the features introduced since v2.15.0. To avoid installation from source in our pypi wheels, we are eagerly waiting for the new release. So, Does your team have a new release plan for v2.15.1 and could you please share ...
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2,022,601,176
I_kwDODunzps54jnHY
6,466
Can't align optional features of struct
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[ "Friendly bump, I would be happy to work on this issue once I get the go-ahead from the dev team. ", "Thanks for the PR!\r\n\r\nI'm struggling with this as well and would love to see this PR merged. My case is slightly different, with keys completely missing rather than being `None`:\r\n\r\n```\r\nds = Dataset.fr...
2023-12-03 15:57:07
2024-02-15 15:19:33
2024-02-08 14:38:34
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CONTRIBUTOR
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### Describe the bug Hello! I'm currently experiencing an issue where I can't concatenate datasets if an inner field of a Feature is Optional. I have a column named `speaker`, and this holds some information about a speaker. ```python @dataclass class Speaker: name: str email: Optional[str] ``` ...
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2,022,212,468
I_kwDODunzps54iIN0
6,465
`load_dataset` uses out-of-date cache instead of re-downloading a changed dataset
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[ "Hi, thanks for reporting! https://github.com/huggingface/datasets/pull/6459 will fix this.", "I meet a similar problem as using loading scripts. I have to set download_mode='force_redownload' to load the latest script." ]
2023-12-02 21:35:17
2024-08-20 08:32:11
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NONE
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### Describe the bug When a dataset is updated on the hub, using `load_dataset` will load the locally cached dataset instead of re-downloading the updated dataset ### Steps to reproduce the bug Here is a minimal example script to 1. create an initial dataset and upload 2. download it so it is stored in cache 3. c...
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2,017,433,899
I_kwDODunzps54P5kr
6,460
jsonlines files don't load with `load_dataset`
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[ "Hi @serenalotreck,\r\n\r\nWe use Apache Arrow `pyarrow` to read jsonlines and it throws an error when trying to load your data files:\r\n```python\r\nIn [1]: import pyarrow as pa\r\n\r\nIn [2]: data = pa.json.read_json(\"train.jsonl\")\r\n---------------------------------------------------------------------------\...
2023-11-29 21:20:11
2023-12-29 02:58:29
2023-12-05 13:30:53
null
NONE
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### Describe the bug While [the docs](https://huggingface.co/docs/datasets/upload_dataset#upload-dataset) seem to state that `.jsonl` is a supported extension for `datasets`, loading the dataset results in a `JSONDecodeError`. ### Steps to reproduce the bug Code: ``` from datasets import load_dataset dset = load_...
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2,015,650,563
I_kwDODunzps54JGMD
6,457
`TypeError`: huggingface_hub.hf_file_system.HfFileSystem.find() got multiple values for keyword argument 'maxdepth'
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[ "Updating `fsspec>=2023.10.0` did solve the issue.", "May be it should be pinned somewhere?", "> Maybe this should go in datasets directly... anyways you can easily fix this error by updating datasets>=2.15.1.dev0.\r\n\r\n@lhoestq @mariosasko for what I understand this is a bug fixed in `datasets` already, righ...
2023-11-29 01:57:36
2023-11-29 15:39:03
2023-11-29 02:02:38
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NONE
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### Describe the bug Please see https://github.com/huggingface/huggingface_hub/issues/1872 ### Steps to reproduce the bug Please see https://github.com/huggingface/huggingface_hub/issues/1872 ### Expected behavior Please see https://github.com/huggingface/huggingface_hub/issues/1872 ### Environment info Please s...
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2,010,693,912
I_kwDODunzps532MEY
6,451
Unable to read "marsyas/gtzan" data
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[ "Hi! We've merged a [PR](https://huggingface.co/datasets/marsyas/gtzan/discussions/1) that fixes the script's path logic on Windows.", "I have transferred the discussion to the corresponding dataset: https://huggingface.co/datasets/marsyas/gtzan/discussions/2\r\n\r\nLet's continue there.", "@mariosasko @albertv...
2023-11-25 15:13:17
2023-12-01 12:53:46
2023-11-27 09:36:25
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NONE
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Hi, this is my code and the error: ``` from datasets import load_dataset gtzan = load_dataset("marsyas/gtzan", "all") ``` [error_trace.txt](https://github.com/huggingface/datasets/files/13464397/error_trace.txt) [audio_yml.txt](https://github.com/huggingface/datasets/files/13464410/audio_yml.txt) Python 3.11.5 ...
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2,009,491,386
I_kwDODunzps53xme6
6,450
Support multiple image/audio columns in ImageFolder/AudioFolder
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[ "A duplicate of https://github.com/huggingface/datasets/issues/5760" ]
2023-11-24 10:34:09
2023-11-28 11:07:17
2023-11-24 17:24:38
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CONTRIBUTOR
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### Feature request Have a metadata.csv file with multiple columns that point to relative image or audio files. ### Motivation Currently, ImageFolder allows one column, called `file_name`, pointing to relative image files. On the same model, AudioFolder allows one column, called `file_name`, pointing to relative aud...
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2,007,092,708
I_kwDODunzps53oc3k
6,446
Speech Commands v2 dataset doesn't match AST-v2 config
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[ "You can use `.align_labels_with_mapping` on the dataset to align the labels with the model config.\r\n\r\nRegarding the number of labels, only the special `_silence_` label corresponding to noise is missing, which is consistent with the model paper (reports training on 35 labels). You can run a `.filter` to drop ...
2023-11-22 20:46:36
2023-11-28 14:46:08
2023-11-28 14:46:08
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### Describe the bug [According](https://huggingface.co/MIT/ast-finetuned-speech-commands-v2) to `MIT/ast-finetuned-speech-commands-v2`, the model was trained on the Speech Commands v2 dataset. However, while the model config says the model should have 35 class labels, the dataset itself has 36 class labels. Moreover,...
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2,006,568,368
I_kwDODunzps53mc2w
6,443
Trouble loading files defined in YAML explicitly
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[ "There is a typo in one of the file names - `data/edf.csv` should be renamed to `data/def.csv` 🙂. ", "wow, I reviewed it twice to avoid being ashamed like that, but... I didn't notice the typo.\r\n\r\n---\r\n\r\nBesides this: do you think we would be able to improve the error message to make this clearer?", "H...
2023-11-22 15:18:10
2025-06-23 13:46:46
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CONTRIBUTOR
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Look at https://huggingface.co/datasets/severo/doc-yaml-2 It's a reproduction of the example given in the docs at https://huggingface.co/docs/hub/datasets-manual-configuration ``` You can select multiple files per split using a list of paths: my_dataset_repository/ ├── README.md ├── data/ │ ├── abc.csv ...
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Trouble loading image folder with additional features - metadata file ignored
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[ "I reproduced too:\r\n- root: metadata file is ignored (https://huggingface.co/datasets/severo/doc-image-3)\r\n- data/ dir: metadata file is ignored (https://huggingface.co/datasets/severo/doc-image-4)\r\n- train/ dir: works (https://huggingface.co/datasets/severo/doc-image-5)" ]
2023-11-22 11:01:35
2023-11-24 17:13:03
2023-11-24 17:13:03
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### Describe the bug Loading image folder with a caption column using `load_dataset(<image_folder_path>)` doesn't load the captions. When loading a local image folder with captions using `datasets==2.13.0` ``` from datasets import load_dataset data = load_dataset(<image_folder_path>) data.column_names ``` ...
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2,004,985,857
I_kwDODunzps53gagB
6,441
Trouble Loading a Gated Dataset For User with Granted Permission
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[ "> Also when they try to click the url link for the dataset they get a 404 error.\r\n\r\nThis seems to be a Hub error then (cc @SBrandeis)", "Could you report this to https://discuss.huggingface.co/c/hub/23, providing the URL of the dataset, or at least if the dataset is public or private?", "Thanks for the rep...
2023-11-21 19:24:36
2023-12-13 08:27:16
2023-12-13 08:27:16
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### Describe the bug I have granted permissions to several users to access a gated huggingface dataset. The users accepted the invite and when trying to load the dataset using their access token they get `FileNotFoundError: Couldn't find a dataset script at .....` . Also when they try to click the url link for the d...
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2,004,509,301
I_kwDODunzps53emJ1
6,440
`.map` not hashing under python 3.9
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[ "Tried to upgrade Python to 3.11 - still get this message. A partial solution is to NOT use `num_proc` at all. It will be considerably longer to finish the job.", "Hi! The `model = torch.compile(model)` line is problematic for our hashing logic. We would have to merge https://github.com/huggingface/datasets/pull/...
2023-11-21 15:14:54
2023-11-28 16:29:33
2023-11-28 16:29:33
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### Describe the bug The `.map` function cannot hash under python 3.9. Tried to use [the solution here](https://github.com/huggingface/datasets/issues/4521#issuecomment-1205166653), but still get the same message: `Parameter 'function'=<function map_to_pred at 0x7fa0b49ead30> of the transform datasets.arrow_data...
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2,002,916,514
I_kwDODunzps53YhSi
6,439
Download + preparation speed of datasets.load_dataset is 20x slower than huggingface hub snapshot and manual loding
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[ "Hi Antreas, facing a similar type of bug, did you find any workaround?? " ]
2023-11-20 20:07:23
2025-12-17 09:49:21
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### Describe the bug I am working with a dataset I am trying to publish. The path is Antreas/TALI. It's a fairly large dataset, and contains images, video, audio and text. I have been having multiple problems when the dataset is being downloaded using the load_dataset function -- even with 64 workers takin...
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2,002,032,804
I_kwDODunzps53VJik
6,438
Support GeoParquet
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[ "Thank you, @severo ! I would be more than happy to help in any way I can. I am not familiar with this repo's codebase, but I would be eager to contribute. :)\r\n\r\nFor the preview in Datasets Hub, I think it makes sense to just display the geospatial column as text. If there were a dataset loader, though, I think...
2023-11-20 11:54:58
2024-02-07 08:36:51
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CONTRIBUTOR
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### Feature request Support the GeoParquet format ### Motivation GeoParquet (https://geoparquet.org/) is a common format for sharing vectorial geospatial data on the cloud, along with "traditional" data columns. It would be nice to be able to load this format with datasets, and more generally, in the Datasets Hub...
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2,001,272,606
I_kwDODunzps53SP8e
6,437
Problem in training iterable dataset
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[ "Has anyone ever encountered this problem before?", "`split_dataset_by_node` doesn't give the exact same number of examples to each node in the case of iterable datasets, though it tries to be as equal as possible. In particular if your dataset is sharded and you have a number of shards that is a factor of the nu...
2023-11-20 03:04:02
2025-11-06 17:15:41
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### Describe the bug I am using PyTorch DDP (Distributed Data Parallel) to train my model. Since the data is too large to load into memory at once, I am using load_dataset to read the data as an iterable dataset. I have used datasets.distributed.split_dataset_by_node to distribute the dataset. However, I have notice...
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2,000,844,474
I_kwDODunzps53Qna6
6,436
TypeError: <lambda>() takes 0 positional arguments but 1 was given
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[ "This looks like a problem with your environment rather than `datasets`.", "I meet the same problem,\r\nand originally use\r\n```python\r\nlocale.getpreferredencoding = lambda : \"UTF-8\"\r\n```\r\nand change to\r\n```\r\nlocale.getpreferredencoding = lambda x: \"UTF-8\"\r\n```\r\nand it works.", "> I meet the ...
2023-11-19 13:10:20
2025-05-05 18:21:21
2023-11-29 16:28:34
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### Describe the bug ``` --------------------------------------------------------------------------- TypeError Traceback (most recent call last) [<ipython-input-35-7b6becee3685>](https://localhost:8080/#) in <cell line: 1>() ----> 1 from datasets import Dataset 9 frames [/usr/lo...
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2,000,690,513
I_kwDODunzps53QB1R
6,435
Cannot re-initialize CUDA in forked subprocess. To use CUDA with multiprocessing, you must use the 'spawn' start method
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[ "[This doc section](https://huggingface.co/docs/datasets/main/en/process#multiprocessing) explains how to modify the script to avoid this error.", "@mariosasko thank you very much, i'll check it", "@mariosasko no it does not\r\n\r\n`Dataset.filter() got an unexpected keyword argument 'with_rank'`" ]
2023-11-19 04:21:16
2024-01-27 17:14:20
2023-12-04 16:57:43
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### Describe the bug 1. I ran dataset mapping with `num_proc=6` in it and got this error: `RuntimeError: Cannot re-initialize CUDA in forked subprocess. To use CUDA with multiprocessing, you must use the 'spawn' start method` I can't actually find a way to run multi-GPU dataset mapping. Can you help? ### Steps to...
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1,999,258,140
I_kwDODunzps53KkIc
6,432
load_dataset does not load all of the data in my input file
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[ "You should use `datasets.load_dataset` instead of `nlp.load_dataset`, as the `nlp` package is outdated.\r\n\r\nIf switching to `datasets.load_dataset` doesn't fix the issue, sharing the JSON file (feel free to replace the data with dummy data) would be nice so that we can reproduce it ourselves." ]
2023-11-17 14:28:50
2023-11-22 17:34:58
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### Describe the bug I have 127 elements in my input dataset. When I do a len on the dataset after loaded, it is only 124 elements. ### Steps to reproduce the bug train_dataset = nlp.load_dataset(data_args.dataset_path, name=data_args.qg_format, split=nlp.Split.TRAIN) valid_dataset = nlp.load_dataset(data_...
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1,994,579,267
I_kwDODunzps524t1D
6,422
Allow to choose the `writer_batch_size` when using `save_to_disk`
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[ "We have a config variable that controls the batch size in `save_to_disk`:\r\n```python\r\nimport datasets\r\ndatasets.config.DEFAULT_MAX_BATCH_SIZE = <smaller_batch_size>\r\n...\r\nds.save_to_disk(...)\r\n```", "Thank you for your answer!\r\n\r\nFrom what I am reading in `https://github.com/huggingface/datasets/...
2023-11-15 11:18:34
2023-11-16 10:00:21
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### Feature request Add an argument in `save_to_disk` regarding batch size, which would be passed to `shard` and other methods. ### Motivation The `Dataset.save_to_disk` method currently calls `shard` without passing a `writer_batch_size` argument, thus implicitly using the default value (1000). This can result in R...
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6,417
Bug: LayoutLMv3 finetuning on FUNSD Notebook; Arrow Error
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[ "Very strange: `datasets-cli env`\r\n> \r\n> Copy-and-paste the text below in your GitHub issue.\r\n> \r\n> - `datasets` version: 2.9.0\r\n> - Platform: macOS-14.0-arm64-arm-64bit\r\n> - Python version: 3.9.13\r\n> - PyArrow version: 8.0.0\r\n> - Pandas version: 1.3.5\r\n\r\nAfter updating datasets and pyarrow on b...
2023-11-14 16:53:20
2023-11-16 20:23:41
2023-11-16 20:23:41
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NONE
[]
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### Describe the bug Arrow issues when running the example Notebook laptop locally on Mac with M1. Works on Google Collab. **Notebook**: https://github.com/NielsRogge/Transformers-Tutorials/blob/master/LayoutLMv3/Fine_tune_LayoutLMv3_on_FUNSD_(HuggingFace_Trainer).ipynb **Error**: `ValueError: Arrow type extensi...
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1,992,401,594
I_kwDODunzps52waK6
6,412
User token is printed out!
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[ "Indeed, this is not a good practice. I've opened a PR that removes the token value from the (deprecation) warning." ]
2023-11-14 10:01:34
2023-11-14 22:19:46
2023-11-14 22:19:46
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NONE
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This line prints user token on command line! Is it safe? https://github.com/huggingface/datasets/blob/12ebe695b4748c5a26e08b44ed51955f74f5801d/src/datasets/load.py#L2091
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1,992,100,209
I_kwDODunzps52vQlx
6,410
Datasets does not load HuggingFace Repository properly
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[ "Hi! You can avoid the error by requesting only the `jsonl` files. `dataset = load_dataset(\"ai4privacy/pii-masking-200k\", data_files=[\"*.jsonl\"])`.\r\n\r\nOur data file inference does not filter out (incompatible) `json` files because `json` and `jsonl` use the same builder. Still, I think the inference should...
2023-11-14 06:50:49
2023-11-16 06:54:36
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NONE
[]
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### Describe the bug Dear Datasets team, We just have published a dataset on Huggingface: https://huggingface.co/ai4privacy However, when trying to read it using the Dataset library we get an error. As I understand jsonl files are compatible, could you please clarify how we can solve the issue? Please let me ...
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1,991,514,079
I_kwDODunzps52tBff
6,407
Loading the dataset from private S3 bucket gives "TypeError: cannot pickle '_contextvars.Context' object"
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[ "I have encountered the same problem with `datasets-2.20.0`. \r\n\r\nI found the following workaround for this issue (including the fix from #6598):\r\n1. specify the AWS profile name in the `storage_options` instead of passing an existing session object\r\n2. use a custom `DownloadConfig` object to fix #6598\r\n3....
2023-11-13 21:27:43
2024-07-30 12:35:09
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NONE
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### Describe the bug I'm trying to read the parquet file from the private s3 bucket using the `load_dataset` function, but I receive `TypeError: cannot pickle '_contextvars.Context' object` error I'm working on a machine with `~/.aws/credentials` file. I can't give credentials and the path to a file in a private bu...
null
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1,990,358,743
I_kwDODunzps52onbX
6,405
ConfigNamesError on a simple CSV file
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[ "The viewer is working now. \r\n\r\nBased on the repo commit history, the bug was due to the incorrect format of the `features` field in the README YAML (`Value` requires `dtype`, e.g., `Value(\"string\")`, but it was not specified)", "Feel free to close the issue", "Oh, OK! Thanks. So, there was no reason to o...
2023-11-13 10:28:29
2023-11-13 20:01:24
2023-11-13 20:01:24
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CONTRIBUTOR
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See https://huggingface.co/datasets/Nguyendo1999/mmath/discussions/1 ``` Error code: ConfigNamesError Exception: TypeError Message: __init__() missing 1 required positional argument: 'dtype' Traceback: Traceback (most recent call last): File "/src/services/worker/src/worker/job_runn...
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1,990,098,817
I_kwDODunzps52nn-B
6,403
Cannot import datasets on google colab (python 3.10.12)
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[ "You are most likely using an outdated version of `datasets` in the notebook, which can be verified with the `!datasets-cli env` command. You can run `!pip install -U datasets` to update the installation.", "okay, it works! thank you so much! 😄 " ]
2023-11-13 08:14:43
2023-11-16 05:04:22
2023-11-16 05:04:21
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### Describe the bug I'm trying A full colab demo notebook of zero-shot-distillation from https://github.com/huggingface/transformers/tree/main/examples/research_projects/zero-shot-distillation but i got this type of error when importing datasets on my google colab (python version is 3.10.12) ![image](https://gith...
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1,988,710,061
I_kwDODunzps52iU6t
6,401
dataset = load_dataset("Hyperspace-Technologies/scp-wiki-text") not working
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[ "Seems like it's a problem with the dataset, since in the [README](https://huggingface.co/datasets/Hyperspace-Technologies/scp-wiki-text/blob/main/README.md) the validation is not specified. Try cloning the dataset, removing the README (or validation split), and loading it locally/ ", "@VarunNSrivastava thanks br...
2023-11-11 04:09:07
2023-11-20 17:45:20
2023-11-20 17:45:20
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NONE
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### Describe the bug ``` (datasets) mruserbox@guru-X99:/media/10TB_HHD/_LLM_DATASETS$ python dataset.py Downloading readme: 100%|███████████████████████████████████| 360/360 [00:00<00:00, 2.16MB/s] Downloading data: 100%|█████████████████████████████████| 65.1M/65.1M [00:19<00:00, 3.38MB/s] Downloading data: 100...
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1,988,571,317
I_kwDODunzps52hzC1
6,400
Safely load datasets by disabling execution of dataset loading script
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[ "great idea IMO\r\n\r\nthis could be a `trust_remote_code=True` flag like in transformers. We could also default to loading the Parquet conversion rather than executing code (for dataset repos that have both)", "@julien-c that would be great!", "We added the `trust_remote_code` argument to `load_dataset()` in `...
2023-11-10 23:48:29
2024-06-13 15:56:13
2024-06-13 15:56:13
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### Feature request Is there a way to disable execution of dataset loading script using `load_dataset`? This is a security vulnerability that could lead to arbitrary code execution. Any suggested workarounds are welcome as well. ### Motivation This is a security vulnerability that could lead to arbitrary code e...
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6,399
TypeError: Cannot convert pyarrow.lib.ChunkedArray to pyarrow.lib.Array
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[ "Seconding encountering this issue." ]
2023-11-10 20:48:46
2024-06-22 00:13:48
null
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NONE
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### Describe the bug Hi, I am preprocessing a large custom dataset with numpy arrays. I am running into this TypeError during writing in a dataset.map() function. I've tried decreasing writer batch size, but this error persists. This error does not occur for smaller datasets. Thank you! ### Steps to repro...
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1,987,308,077
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Issue with pyarrow 14.0.1
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[ "Looks like we should stop using `PyExtensionType` and use `ExtensionType` instead\r\n\r\nsee https://github.com/apache/arrow/commit/f14170976372436ec1d03a724d8d3f3925484ecf", "https://github.com/huggingface/datasets-server/pull/2089#pullrequestreview-1724449532\r\n\r\n> Yes, I understand now: they have disabled ...
2023-11-10 10:02:12
2025-08-19 18:13:30
2023-11-14 10:23:30
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CONTRIBUTOR
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See https://github.com/huggingface/datasets-server/pull/2089 for reference ``` from datasets import (Array2D, Dataset, Features) feature_type = Array2D(shape=(2, 2), dtype="float32") content = [[0.0, 0.0], [0.0, 0.0]] features = Features({"col": feature_type}) dataset = Dataset.from_dict({"col": [content]}, fea...
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1,986,484,124
I_kwDODunzps52Z1ec
6,395
Add ability to set lock type
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[ "We've replaced our filelock implementation with the `filelock` package, so their repo is the right place to request this feature.\r\n\r\nIn the meantime, the following should work: \r\n```python\r\nimport filelock\r\nfilelock.FileLock = filelock.SoftFileLock\r\n\r\nimport datasets\r\n...\r\n```" ]
2023-11-09 22:12:30
2023-11-23 18:50:00
2023-11-23 18:50:00
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NONE
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### Feature request Allow setting file lock type, maybe from an environment variable Currently, it only depends on whether fnctl is available: https://github.com/huggingface/datasets/blob/12ebe695b4748c5a26e08b44ed51955f74f5801d/src/datasets/utils/filelock.py#L463-L470C16 ### Motivation In my environment...
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1,985,947,116
I_kwDODunzps52XyXs
6,394
TorchFormatter images (H, W, C) instead of (C, H, W) format
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[ "Here's a PR for that. https://github.com/huggingface/datasets/pull/6402\r\n\r\nIt's not backward compatible, unfortunately. ", "Just ran into this working on data lib that's attempting to achieve common interfaces across hf datasets, webdataset, native torch style datasets. The defacto standards for image tensor...
2023-11-09 16:02:15
2024-04-11 12:40:16
2024-04-11 12:40:16
null
CONTRIBUTOR
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### Describe the bug Using .set_format("torch") leads to images having shape (H, W, C), the same as in numpy. However, pytorch normally uses (C, H, W) format. Maybe I'm missing something but this makes the format a lot less useful as I then have to permute it anyways. If not using the format it is possible to ...
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1,984,913,259
I_kwDODunzps52T19r
6,393
Filter occasionally hangs
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[ "It looks like I may not be the first to encounter this: https://github.com/huggingface/datasets/issues/3172", "Adding some more information, it seems to occur more frequently with large (millions of samples) datasets.", "More information. My code is structured as (1) load (2) map (3) filter (4) filter. It was ...
2023-11-09 06:18:30
2025-02-22 00:49:19
2025-02-22 00:49:19
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CONTRIBUTOR
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### Describe the bug A call to `.filter` occasionally hangs (after the filter is complete, according to tqdm) There is a trace produced ``` Exception ignored in: <function Dataset.__del__ at 0x7efb48130c10> Traceback (most recent call last): File "/usr/lib/python3/dist-packages/datasets/arrow_dataset.py", l...
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1,984,369,545
I_kwDODunzps52RxOJ
6,392
`push_to_hub` is not robust to hub closing connection
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[ "Hi! We made some improvements to `push_to_hub` to make it more robust a couple of weeks ago but haven't published a release in the meantime, so it would help if you could install `datasets` from `main` (`pip install https://github.com/huggingface/datasets`) and let us know if this improved version of `push_to_hub`...
2023-11-08 20:44:53
2023-12-20 07:28:24
2023-12-01 17:51:34
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NONE
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### Describe the bug Like to #6172, `push_to_hub` will crash if Hub resets the connection and raise the following error: ``` Pushing dataset shards to the dataset hub: 32%|███▏ | 54/171 [06:38<14:23, 7.38s/it] Traceback (most recent call last): File "/admin/home-piraka9011/.virtualenvs/w2v2/lib/python3.8/...
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1,983,545,744
I_kwDODunzps52OoGQ
6,389
Index 339 out of range for dataset of size 339 <-- save_to_file()
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[ "Hi! Can you make the above reproducer self-contained by adding code that generates the data?", "I managed a workaround eventually but I don't know what it was (I made a lot of changes to seq2seq). I'll try to include generating code in the future. (If I close, I don't know if you see it. Feel free to close; I'l...
2023-11-08 12:52:09
2023-11-24 09:14:13
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NONE
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### Describe the bug When saving out some Audio() data. The data is audio recordings with associated 'sentences'. (They use the audio 'bytes' approach because they're clips within audio files). Code is below the traceback (I can't upload the voice audio/text (it's not even me)). ``` Traceback (most recent call ...
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1,980,224,020
I_kwDODunzps52B9IU
6,387
How to load existing downloaded dataset ?
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[ "Feel free to use `dataset.save_to_disk(...)`, then scp the directory containing the saved dataset and reload it on your other machine using `dataset = load_from_disk(...)`" ]
2023-11-06 22:51:44
2023-11-16 18:07:01
2023-11-16 18:07:01
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Hi @mariosasko @lhoestq @katielink Thanks for your contribution and hard work. ### Feature request First, I download a dataset as normal by: ``` from datasets import load_dataset dataset = load_dataset('username/data_name', cache_dir='data') ``` The dataset format in `data` directory will be: ``` ...
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1,979,878,014
I_kwDODunzps52Aop-
6,386
Formatting overhead
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[ "Ah I think the `line-profiler` log is off-by-one and it is in fact the `extract_batch` method that's taking forever. Will investigate further.", "I tracked it down to a quirk of my setup. Apologies." ]
2023-11-06 19:06:38
2023-11-06 23:56:12
2023-11-06 23:56:12
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### Describe the bug Hi! I very recently noticed that my training time is dominated by batch formatting. Using Lightning's profilers, I located the bottleneck within `datasets.formatting.formatting` and then narrowed it down with `line-profiler`. It turns out that almost all of the overhead is due to creating new inst...
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6,385
Get an error when i try to concatenate the squad dataset with my own dataset
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[ "The `answers.text` field in the JSON dataset needs to be a list of strings, not a string.\r\n\r\nSo, here is the fixed code:\r\n```python\r\nfrom huggingface_hub import notebook_login\r\nfrom datasets import load_dataset\r\n\r\n\r\n\r\nnotebook_login(\"mymailadresse\", \"mypassword\")\r\nsquad = load_dataset(\"squ...
2023-11-06 14:29:22
2023-11-06 16:50:45
2023-11-06 16:50:45
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### Describe the bug Hello, I'm new here and I need to concatenate the squad dataset with my own dataset i created. I find the following error when i try to do it: Traceback (most recent call last): Cell In[9], line 1 concatenated_dataset = concatenate_datasets([train_dataset, dataset1]) File ~\ana...
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6,384
Load the local dataset folder from other place
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[ "Solved" ]
2023-11-06 13:07:04
2023-11-19 05:42:06
2023-11-19 05:42:05
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NONE
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This is from https://github.com/huggingface/diffusers/issues/5573
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1,978,189,389
I_kwDODunzps516MZN
6,383
imagenet-1k downloads over and over
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[ "Have you solved this problem?" ]
2023-11-06 02:58:58
2024-06-12 13:15:00
2023-11-06 06:02:39
null
NONE
[]
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### Describe the bug What could be causing this? ``` $ python3 Python 3.8.13 (default, Mar 28 2022, 11:38:47) [GCC 7.5.0] :: Anaconda, Inc. on linux Type "help", "copyright", "credits" or "license" for more information. >>> from datasets import load_dataset >>> load_dataset("imagenet-1k") Downloading builder ...
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1,977,400,799
I_kwDODunzps513L3f
6,382
Add CheXpert dataset for vision
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[ "Hey @SauravMaheshkar ! Just responded to your email.\r\n\r\n_For transparency, copying part of my response here:_\r\nI agree, it would be really great to have this and other BenchMD datasets easily accessible on the hub.\r\n\r\nI think the main limiting factor is that the ChexPert dataset is currently hosted on th...
2023-11-04 15:36:11
2024-01-10 11:53:52
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### Feature request ### Name **CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison** ### Paper https://arxiv.org/abs/1901.07031 ### Data https://stanfordaimi.azurewebsites.net/datasets/8cbd9ed4-2eb9-4565-affc-111cf4f7ebe2 ### Motivation CheXpert is one of the fund...
null
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1,973,927,468
I_kwDODunzps51p74s
6,376
Caching problem when deleting a dataset
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[ "Thanks for reporting! Can you also share the error message printed in step 5?", "I did not store it at the time but I'll try to re-do a mwe next week to get it again", "I haven't managed to reproduce this issue using a [notebook](https://colab.research.google.com/drive/1m6eduYun7pFTkigrCJAFgw0BghlbvXIL?usp=sha...
2023-11-02 10:15:58
2023-12-04 16:53:34
2023-12-04 16:53:33
null
MEMBER
[]
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### Describe the bug Pushing a dataset with n + m features to a repo which was deleted, but contained n features, will fail. ### Steps to reproduce the bug 1. Create a dataset with n features per row 2. `dataset.push_to_hub(YOUR_PATH, SPLIT, token=TOKEN)` 3. Go on the hub, delete the repo at `YOUR_PATH` 4. Update...
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1,972,807,579
I_kwDODunzps51lqeb
6,371
`Dataset.from_generator` should not try to download from HF GCS
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[ "Indeed, setting `try_from_gcs` to `False` makes sense for `from_generator`.\r\n\r\nWe plan to deprecate and remove `try_from_hf_gcs` soon, as we can use Hub for file hosting now, but this is a good temporary fix.\r\n" ]
2023-11-01 17:36:17
2023-11-02 15:52:10
2023-11-02 15:52:10
null
CONTRIBUTOR
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### Describe the bug When using [`Dataset.from_generator`](https://github.com/huggingface/datasets/blob/c9c1166e1cf81d38534020f9c167b326585339e5/src/datasets/arrow_dataset.py#L1072) with `streaming=False`, the internal logic will call [`download_and_prepare`](https://github.com/huggingface/datasets/blob/main/src/datas...
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1,972,073,909
I_kwDODunzps51i3W1
6,370
TensorDataset format does not work with Trainer from transformers
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[ "I figured it out. I found that `Trainer` does not work with TensorDataset even though the document says it uses it. Instead, I ended up creating a dictionary and converting it to a dataset using `dataset.Dataset.from_dict()`.\r\n\r\nI will leave this post open for a while. If someone knows a better approach, pleas...
2023-11-01 10:09:54
2023-11-29 16:31:08
2023-11-29 16:31:08
null
NONE
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### Describe the bug The model was built to do fine tunning on BERT model for relation extraction. trainer.train() returns an error message ```TypeError: vars() argument must have __dict__ attribute``` when it has `train_dataset` generated from `torch.utils.data.TensorDataset` However, in the document, the req...
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1,971,794,108
I_kwDODunzps51hzC8
6,369
Multi process map did not load cache file correctly
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[ "The inconsistency may be caused by the usage of \"update_fingerprint\" and setting \"trust_remote_code\" to \"True.\"\r\nWhen the tokenizer employs \"trust_remote_code,\" the behavior of the map function varies with each code execution. Even if the remote code of the tokenizer remains the same, the result of \"ash...
2023-11-01 06:36:54
2023-11-30 16:04:46
2023-11-30 16:04:45
null
NONE
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### Describe the bug When I was training model on Multiple GPUs by DDP, the dataset is tokenized multiple times after main process. ![1698820541284](https://github.com/huggingface/datasets/assets/14285786/0b2fe054-54d8-4e00-96e6-6ca5b69e662b) ![1698820501568](https://github.com/huggingface/datasets/assets/142857...
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6,366
with_format() function returns bytes instead of PIL images even when image column is not part of "columns"
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[ "Thanks for reporting! I've opened a PR with a fix." ]
2023-10-31 11:10:48
2023-11-02 14:21:17
2023-11-02 14:21:17
null
NONE
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### Describe the bug When using the with_format() function on a dataset containing images, even if the image column is not part of the columns provided in the function, its type will be changed to bytes. Here is a minimal reproduction of the bug: https://colab.research.google.com/drive/1hyaOspgyhB41oiR1-tXE3k_gJCdJU...
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1,970,140,392
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6,365
Parquet size grows exponential for categorical data
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[ "Wrong repo." ]
2023-10-31 10:29:02
2023-10-31 10:49:17
2023-10-31 10:49:17
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### Describe the bug It seems that when saving a data frame with a categorical column inside the size can grow exponentially. This seems to happen because when we save the categorical data to parquet, we are saving the data + all the categories existing in the original data. This happens even when the categories ar...
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ArrowNotImplementedError: Unsupported cast from string to list using function cast_list
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[ "You can use the following code to load this CSV with the list values preserved:\r\n```python\r\nfrom datasets import load_dataset\r\nimport ast\r\n\r\nconverters = {\r\n \"contexts\" : ast.literal_eval,\r\n \"ground_truths\" : ast.literal_eval,\r\n}\r\n\r\nds = load_dataset(\"csv\", data_files=\"golden_datas...
2023-10-30 20:14:01
2023-10-31 19:21:23
2023-10-31 19:21:23
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Hi, I am trying to load a local csv dataset(similar to explodinggradients_fiqa) using load_dataset. When I try to pass features, I am facing the mentioned issue. CSV Data sample(golden_dataset.csv): Question | Context | answer | groundtruth "what is abc?"...
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6,363
dataset.transform() hangs indefinitely while finetuning the stable diffusion XL
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[ "I think the code hangs on the `accelerator.main_process_first()` context manager exit. To verify this, you can append a print statement to the end of the `accelerator.main_process_first()` block. \r\n\r\n\r\nIf the problem is in `with_transform`, it would help if you could share the error stack trace printed when...
2023-10-30 17:34:05
2023-11-22 00:29:21
2023-11-22 00:29:21
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NONE
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### Describe the bug Multi-GPU fine-tuning the stable diffusion X by following https://github.com/huggingface/diffusers/blob/main/examples/text_to_image/README_sdxl.md hangs indefinitely. ### Steps to reproduce the bug accelerate launch train_text_to_image_sdxl.py --pretrained_model_name_or_path=$MODEL_NAME --...
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1,965,672,950
I_kwDODunzps51Kcn2
6,360
Add support for `Sequence(Audio/Image)` feature in `push_to_hub`
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[ "This issue stems from https://github.com/huggingface/datasets/blob/6d2f2a5e0fea3827eccfd1717d8021c15fc4292a/src/datasets/table.py#L2203-L2205\r\n\r\nI'll address it as part of https://github.com/huggingface/datasets/pull/6283.\r\n\r\nIn the meantime, this should work\r\n\r\n```python\r\nimport pyarrow as pa\r\nfro...
2023-10-27 14:39:57
2024-02-06 19:24:20
2024-02-06 19:24:20
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CONTRIBUTOR
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### Feature request Allow for `Sequence` of `Image` (or `Audio`) to be embedded inside the shards. ### Motivation Currently, thanks to #3685, when `embed_external_files` is set to True (which is the default) in `push_to_hub`, features of type `Image` and `Audio` are embedded inside the arrow/parquet shards, instead ...
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1,965,378,583
I_kwDODunzps51JUwX
6,359
Stuck in "Resolving data files..."
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[ "Most likely, the data file inference logic is the problem here.\r\n\r\nYou can run the following code to verify this:\r\n```python\r\nimport time\r\nfrom datasets.data_files import get_data_patterns\r\nstart_time = time.time()\r\nget_data_patterns(\"/path/to/img_dir\")\r\nend_time = time.time()\r\nprint(f\"Elapsed...
2023-10-27 12:01:51
2025-03-09 02:18:19
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NONE
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### Describe the bug I have an image dataset with 300k images, the size of image is 768 * 768. When I run `dataset = load_dataset("imagefolder", data_dir="/path/to/img_dir", split='train')` in second time, it takes 50 minutes to finish "Resolving data files" part, what's going on in this part? From my understa...
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1,965,014,595
I_kwDODunzps51H75D
6,358
Mounting datasets cache fails due to absolute paths.
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[ "You may be able to make it work by tweaking some environment variables, such as [`HF_HOME`](https://huggingface.co/docs/huggingface_hub/main/en/package_reference/environment_variables#hfhome) or [`HF_DATASETS_CACHE`](https://huggingface.co/docs/datasets/cache#cache-directory).", "> You may be able to make it wor...
2023-10-27 08:20:27
2024-04-10 08:50:06
2023-11-28 14:47:12
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### Describe the bug Creating a datasets cache and mounting this into, for example, a docker container, renders the data unreadable due to absolute paths written into the cache. ### Steps to reproduce the bug 1. Create a datasets cache by downloading some data 2. Mount the dataset folder into a docker contain...
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1,964,653,995
I_kwDODunzps51Gj2r
6,357
Allow passing a multiprocessing context to functions that support `num_proc`
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[ "Are there any updates on this? This is still a problem when using Datasets inside Ray processes.", "Any updates on this? Getting\n```\nDeprecationWarning: This process (pid=269) is multi-threaded, use of fork() may lead to deadlocks in the child.\n self.pid = os.fork()\n```\nwhen using `num_proc` on python 3....
2023-10-27 02:31:16
2026-03-02 16:25:51
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CONTRIBUTOR
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### Feature request Allow specifying [a multiprocessing context](https://docs.python.org/3/library/multiprocessing.html#contexts-and-start-methods) to functions that support `num_proc` or use multiprocessing pools. For example, the following could be done: ```python dataset = dataset.map(_func, num_proc=2, mp_cont...
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1,963,483,324
I_kwDODunzps51CGC8
6,354
`IterableDataset.from_spark` does not support multiple workers in pytorch `Dataloader`
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[ "I am having issues as well with this. \r\n\r\nHowever, the error I am getting is :\r\n`RuntimeError: It appears that you are attempting to reference SparkContext from a broadcast variable, action, or transformation. SparkContext can only be used on the driver, not in code that it run on workers. For more informati...
2023-10-26 12:43:36
2024-12-10 14:06:06
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NONE
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### Describe the bug Looks like `IterableDataset.from_spark` does not support multiple workers in pytorch `Dataloader` if I'm not missing anything. Also, returns not consistent error messages, which probably depend on the nondeterministic order of worker executions Some exampes I've encountered: ``` File "/l...
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1,962,646,450
I_kwDODunzps50-5uy
6,353
load_dataset save_to_disk load_from_disk error
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[ "solved.\r\nfsspec version problem", "I'm using the latest datasets and fsspec , but still got this error!\r\n\r\ndatasets : Version: 2.13.0\r\n\r\nfsspec Version: 2023.10.0\r\n\r\n```\r\nFile \"/home/guoby/app/Anaconda3-2021.05/envs/news/lib/python3.8/site-packages/datasets/load.py\", line 1892, in load_from_...
2023-10-26 03:47:06
2024-04-03 05:31:01
2023-10-26 10:18:04
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### Describe the bug datasets version: 2.10.1 I `load_dataset `and `save_to_disk` sucessfully on windows10( **and I `load_from_disk(/LLM/data/wiki)` succcesfully on windows10**), and I copy the dataset `/LLM/data/wiki` into a ubuntu system, but when I `load_from_disk(/LLM/data/wiki)` on ubuntu, something weird ha...
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