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3,261,053,171
I_kwDODunzps7CX7jz
7,699
Broken link in documentation for "Create a video dataset"
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2025-07-24T19:46:28
2025-07-24T19:46:28
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The link to "the [WebDataset documentation](https://webdataset.github.io/webdataset)." is broken. https://huggingface.co/docs/datasets/main/en/video_dataset#webdataset <img width="2048" height="264" alt="Image" src="https://github.com/user-attachments/assets/975dd10c-aad8-42fc-9fbc-de0e2747a326" />
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3,255,350,916
I_kwDODunzps7CCLaE
7,698
NotImplementedError when using streaming=True in Google Colab environment
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[ "Hi, @Aniket17200, try upgrading datasets using '!pip install -U datasets'. I hope this will resolve your issue.", "Thank you @tanuj-rai, it's working great " ]
2025-07-23T08:04:53
2025-07-23T15:06:23
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NONE
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### Describe the bug When attempting to load a large dataset (like tiiuae/falcon-refinedweb or allenai/c4) using streaming=True in a standard Google Colab notebook, the process fails with a NotImplementedError: Loading a streaming dataset cached in a LocalFileSystem is not supported yet. This issue persists even after...
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7,697
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2025-07-23T01:30:32
2025-07-24T04:17:35
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3,253,433,350
I_kwDODunzps7B63QG
7,696
load_dataset() in 4.0.0 returns different audio samples compared to earlier versions breaking reproducibility
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2025-07-22T17:02:17
2025-07-22T17:03:24
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### Describe the bug In datasets 4.0.0 release, `load_dataset()` returns different audio samples compared to earlier versions, this breaks integration tests that depend on consistent sample data across different environments (first and second envs specified below). ### Steps to reproduce the bug ```python from dat...
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3,251,904,843
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7,695
Support downloading specific splits in load_dataset
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[ "I’ve completed the following steps to continue the partial split download support (from PR #6832):\r\n\r\nI did changes on top of what has been done by mario. Here are some of those changes: \r\n- Restored support for writing multiple split shards:\r\n\r\n- In _prepare_split_single, we now correctly replace JJJJJ ...
2025-07-22T09:33:54
2025-07-24T07:17:57
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CONTRIBUTOR
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This PR builds on #6832 by @mariosasko. May close - #4101, #2538 Discussion - https://github.com/huggingface/datasets/pull/7648#issuecomment-3084050130 --- ### Note - This PR is under work and frequent changes will be pushed.
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3,247,600,408
I_kwDODunzps7BknMY
7,694
Dataset.to_json consumes excessive memory, appears to not be a streaming operation
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2025-07-21T07:51:25
2025-07-21T07:51:25
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### Describe the bug When exporting a Dataset object to a JSON Lines file using the .to_json(lines=True) method, the process consumes a very large amount of memory. The memory usage is proportional to the size of the entire Dataset object being saved, rather than being a low, constant memory operation. This behavior ...
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3,246,369,678
I_kwDODunzps7Bf6uO
7,693
Dataset scripts are no longer supported, but found superb.py
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[ "I got a pretty similar issue when I try to load bigbio/neurotrial_ner dataset. \n`Dataset scripts are no longer supported, but found neurotrial_ner.py`", "Same here. I was running this tutorial and got a similar error: https://github.com/openai/whisper/discussions/654 (I'm a first-time transformers library user)...
2025-07-20T13:48:06
2025-07-24T14:25:36
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### Describe the bug Hello, I'm trying to follow the [Hugging Face Pipelines tutorial](https://huggingface.co/docs/transformers/main_classes/pipelines) but the tutorial seems to work only on old datasets versions. I then get the error : ``` -------------------------------------------------------------------------- ...
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3,246,268,635
I_kwDODunzps7BfiDb
7,692
xopen: invalid start byte for streaming dataset with trust_remote_code=True
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2025-07-20T11:08:20
2025-07-20T11:08:20
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### Describe the bug I am trying to load YODAS2 dataset with datasets==3.6.0 ``` from datasets import load_dataset next(iter(load_dataset('espnet/yodas2', name='ru000', split='train', streaming=True, trust_remote_code=True))) ``` And get `UnicodeDecodeError: 'utf-8' codec can't decode byte 0xa8 in position 1: invalid ...
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3,245,547,170
I_kwDODunzps7Bcx6i
7,691
Large WebDataset: pyarrow.lib.ArrowCapacityError on load() even with streaming
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[ "It seems the error occurs right here, as it tries to infer the Features: https://github.com/huggingface/datasets/blob/main/src/datasets/packaged_modules/webdataset/webdataset.py#L78-L90", "It seems to me that if we have something that is so large that it cannot fit in pa.table, the fallback method should be to j...
2025-07-19T18:40:27
2025-07-21T19:17:33
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### Describe the bug I am creating a large WebDataset-format dataset for sign language processing research, and a number of the videos are over 2GB. The instant I hit one of the shards with one of those videos, I get a ArrowCapacityError, even with streaming. I made a config for the dataset that specifically inclu...
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7,690
HDF5 support
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[ "@lhoestq This is ready for review now. Note that it doesn't support *all* HDF5 files (and I don't think that's worth attempting)... the biggest assumption is that the first dimension of each dataset corresponds to rows in the split.", "A few to-dos which I think can be left for future PRs (which I am happy to do...
2025-07-18T21:09:41
2025-07-24T20:31:36
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This PR adds support for tabular HDF5 file(s) by converting each row to an Arrow table. It supports columns with the usual dtypes including up to 5-dimensional arrays as well as support for complex/compound types by splitting them into several columns. All datasets within the HDF5 file should have rows on the first dim...
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7,689
BadRequestError for loading dataset?
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[ "Same here, for `HuggingFaceFW/fineweb`. Code that worked with no issues for the last 2 months suddenly fails today. Tried updating `datasets`, `huggingface_hub`, `fsspec` to newest versions, but the same error occurs.", "I'm also hitting this issue, with `mandarjoshi/trivia_qa`; My dataset loading was working su...
2025-07-18T09:30:04
2025-07-18T11:59:51
2025-07-18T11:52:29
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### Describe the bug Up until a couple days ago I was having no issues loading `Helsinki-NLP/europarl` and `Helsinki-NLP/un_pc`, but now suddenly I get the following error: ``` huggingface_hub.errors.BadRequestError: (Request ID: ...) Bad request: * Invalid input: expected array, received string * at paths * Invalid...
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7,688
No module named "distributed"
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[ "The error ModuleNotFoundError: No module named 'datasets.distributed' means your installed datasets library is too old or incompatible with the version of Library you are using(in my case it was BEIR). The datasets.distributed module was removed in recent versions of the datasets library.\n\nDowngrade datasets to ...
2025-07-17T09:32:35
2025-07-21T13:50:27
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### Describe the bug hello, when I run the command "from datasets.distributed import split_dataset_by_node", I always met the bug "No module named 'datasets.distributed" in different version like 4.0.0, 2.21.0 and so on. How can I solve this? ### Steps to reproduce the bug 1. pip install datasets 2. from datasets.di...
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3,238,760,301
I_kwDODunzps7BC49t
7,687
Datasets keeps rebuilding the dataset every time i call the python script
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2025-07-17T09:03:38
2025-07-17T09:03:38
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### Describe the bug Every time it runs, somehow, samples increase. This can cause a 12mb dataset to have other built versions of 400 mbs+ <img width="363" height="481" alt="Image" src="https://github.com/user-attachments/assets/766ce958-bd2b-41bc-b950-86710259bfdc" /> ### Steps to reproduce the bug `from datasets...
null
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3,237,201,090
I_kwDODunzps7A88TC
7,686
load_dataset does not check .no_exist files in the hub cache
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2025-07-16T20:04:00
2025-07-16T20:04:00
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### Describe the bug I'm not entirely sure if this should be submitted as a bug in the `datasets` library or the `huggingface_hub` library, given it could be fixed at different levels of the stack. The fundamental issue is that the `load_datasets` api doesn't use the `.no_exist` files in the hub cache unlike other wr...
null
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3,236,979,340
I_kwDODunzps7A8GKM
7,685
Inconsistent range request behavior for parquet REST api
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2025-07-16T18:39:44
2025-07-16T18:41:53
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### Describe the bug First off, I do apologize if this is not the correct repo for submitting this issue. Please direct me to another one if it's more appropriate elsewhere. The datasets rest api is inconsistently giving `416 Range Not Satisfiable` when using a range request to get portions of the parquet files. Mor...
null
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3,231,680,474
PR_kwDODunzps6e9SjQ
7,684
fix audio cast storage from array + sampling_rate
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7684). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-07-15T10:13:42
2025-07-15T10:24:08
2025-07-15T10:24:07
MEMBER
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fix https://github.com/huggingface/datasets/issues/7682
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7,683
Convert to string when needed + faster .zstd
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7683). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-07-15T09:37:44
2025-07-15T10:13:58
2025-07-15T10:13:56
MEMBER
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for https://huggingface.co/datasets/allenai/olmo-mix-1124
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3,229,687,253
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7,682
Fail to cast Audio feature for numpy arrays in datasets 4.0.0
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[ "thanks for reporting, I opened a PR and I'll make a patch release soon ", "> thanks for reporting, I opened a PR and I'll make a patch release soon\n\nThank you very much @lhoestq!" ]
2025-07-14T18:41:02
2025-07-15T12:10:39
2025-07-15T10:24:08
NONE
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### Describe the bug Casting features with Audio for numpy arrays - done here with `ds.map(gen_sine, features=features)` fails in version 4.0.0 but not in version 3.6.0 ### Steps to reproduce the bug The following `uv script` should be able to reproduce the bug in version 4.0.0 and pass in version 3.6.0 on a macOS ...
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3,227,112,736
I_kwDODunzps7AWdUg
7,681
Probabilistic High Memory Usage and Freeze on Python 3.10
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2025-07-14T01:57:16
2025-07-14T01:57:16
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### Describe the bug A probabilistic issue encountered when processing datasets containing PIL.Image columns using the huggingface/datasets library on Python 3.10. The process occasionally experiences a sudden and significant memory spike, reaching 100% utilization, leading to a complete freeze. During this freeze, th...
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3,224,824,151
I_kwDODunzps7ANulX
7,680
Question about iterable dataset and streaming
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[ "> If we have already loaded the dataset, why doing to_iterable_dataset? Does it go through the dataset faster than map-style dataset?\n\nyes, it makes a faster DataLoader for example (otherwise DataLoader uses `__getitem__` which is slower than iterating)\n\n> load_dataset(streaming=True) is useful for huge datase...
2025-07-12T04:48:30
2025-07-15T13:39:38
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In the doc, I found the following example: https://github.com/huggingface/datasets/blob/611f5a592359ebac6f858f515c776aa7d99838b2/docs/source/stream.mdx?plain=1#L65-L78 I am confused, 1. If we have already loaded the dataset, why doing `to_iterable_dataset`? Does it go through the dataset faster than map-style datase...
null
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3,220,787,371
I_kwDODunzps6_-VCr
7,679
metric glue breaks with 4.0.0
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[ "I released `evaluate` 0.4.5 yesterday to fix the issue - sorry for the inconvenience:\n\n```\npip install -U evaluate\n```", "Thanks so much, @lhoestq!" ]
2025-07-10T21:39:50
2025-07-11T17:42:01
2025-07-11T17:42:01
CONTRIBUTOR
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### Describe the bug worked fine with 3.6.0, and with 4.0.0 `eval_metric = metric.compute()` in HF Accelerate breaks. The code that fails is: https://huggingface.co/spaces/evaluate-metric/glue/blob/v0.4.0/glue.py#L84 ``` def simple_accuracy(preds, labels): print(preds, labels) print(f"{preds==labels}") r...
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7,678
To support decoding audio data, please install 'torchcodec'.
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[ "Hi ! yes you should `!pip install -U datasets[audio]` to have the required dependencies.\n\n`datasets` 4.0 now relies on `torchcodec` for audio decoding. The `torchcodec` AudioDecoder enables streaming from HF and also allows to decode ranges of audio", "Same issues on Colab.\n\n> !pip install -U datasets[audio]...
2025-07-10T09:43:13
2025-07-22T03:46:52
2025-07-11T05:05:42
NONE
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In the latest version of datasets==4.0.0, i cannot print the audio data on the Colab notebook. But it works on the 3.6.0 version. !pip install -q -U datasets huggingface_hub fsspec from datasets import load_dataset downloaded_dataset = load_dataset("ymoslem/MediaSpeech", "tr", split="train") print(downloaded_datase...
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I_kwDODunzps6_z3bw
7,677
Toxicity fails with datasets 4.0.0
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[ "Hi ! You can fix this by upgrading `evaluate`:\n\n```\npip install -U evaluate\n```", "Thanks, verified evaluate 0.4.5 works!" ]
2025-07-10T06:15:22
2025-07-11T04:40:59
2025-07-11T04:40:59
NONE
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### Describe the bug With the latest 4.0.0 release, huggingface toxicity evaluation module fails with error: `ValueError: text input must be of type `str` (single example), `List[str]` (batch or single pretokenized example) or `List[List[str]]` (batch of pretokenized examples).` ### Steps to reproduce the bug Repro:...
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7,676
Many things broken since the new 4.0.0 release
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[ "Happy to take a look, do you have a list of impacted datasets ?", "Thanks @lhoestq , related to lm-eval, at least `winogrande`, `mmlu` and `hellaswag`, based on my tests yesterday. But many others like <a href=\"https://huggingface.co/datasets/lukaemon/bbh\">bbh</a>, most probably others too. ", "Hi @mobicham ...
2025-07-09T18:59:50
2025-07-21T10:38:01
null
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### Describe the bug The new changes in 4.0.0 are breaking many datasets, including those from lm-evaluation-harness. I am trying to revert back to older versions, like 3.6.0 to make the eval work but I keep getting: ``` Python File /venv/main/lib/python3.12/site-packages/datasets/features/features.py:1474, in genera...
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7,675
common_voice_11_0.py failure in dataset library
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[ "Hi ! This dataset is not in a supported format and `datasets` 4 doesn't support datasets that based on python scripts which are often source of errors. Feel free to ask the dataset authors to convert the dataset to a supported format at https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/discussio...
2025-07-09T17:47:59
2025-07-22T09:35:42
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### Describe the bug I tried to download dataset but have got this error: from datasets import load_dataset load_dataset("mozilla-foundation/common_voice_11_0", "en", split="test", streaming=True) --------------------------------------------------------------------------- RuntimeError Tr...
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set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7674). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
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Release: 4.0.0
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7,672
Fix double sequence
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2025-07-09T09:53:39
2025-07-09T09:56:29
2025-07-09T09:56:28
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```python >>> Features({"a": Sequence(Sequence({"c": Value("int64")}))}) {'a': List({'c': List(Value('int64'))})} ``` instead of `{'a': {'c': List(List(Value('int64')))}}`
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7,671
Mapping function not working if the first example is returned as None
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[ "Hi, map() always expect an output.\n\nIf you wish to filter examples, you should use filter(), in your case it could be something like this:\n\n```python\nds = ds.map(my_processing_function).filter(ignore_long_prompts)\n```", "Realized this! Thanks a lot, I will close this issue then." ]
2025-07-08T17:07:47
2025-07-09T12:30:32
2025-07-09T12:30:32
NONE
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### Describe the bug https://github.com/huggingface/datasets/blob/8a19de052e3d79f79cea26821454bbcf0e9dcd68/src/datasets/arrow_dataset.py#L3652C29-L3652C37 Here we can see the writer is initialized on `i==0`. However, there can be cases where in the user mapping function, the first example is filtered out (length cons...
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7,670
Fix audio bytes
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7670). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
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How can I add my custom data to huggingface datasets
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[ "Hey @xiagod \n\nThe easiest way to add your custom data to Hugging Face Datasets is to use the built-in load_dataset function with your local files. Some examples include:\n\nCSV files:\nfrom datasets import load_dataset\ndataset = load_dataset(\"csv\", data_files=\"my_file.csv\")\n\nJSON or JSONL files:\nfrom dat...
2025-07-04T19:19:54
2025-07-05T18:19:37
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I want to add my custom dataset in huggingface dataset. Please guide me how to achieve that.
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