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https://api.github.com/repos/huggingface/datasets/issues/7686
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https://github.com/huggingface/datasets/issues/7686
3,237,201,090
I_kwDODunzps7A88TC
7,686
load_dataset does not check .no_exist files in the hub cache
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2025-07-16T20:04:00Z
2025-07-16T20:04:00Z
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NONE
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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...
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https://api.github.com/repos/huggingface/datasets/issues/7685
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https://github.com/huggingface/datasets/issues/7685
3,236,979,340
I_kwDODunzps7A8GKM
7,685
Inconsistent range request behavior for parquet REST api
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2025-07-16T18:39:44Z
2025-07-16T18:41:53Z
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NONE
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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...
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https://api.github.com/repos/huggingface/datasets/issues/7684
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https://github.com/huggingface/datasets/pull/7684
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." ]
2025-07-15T10:13:42Z
2025-07-15T10:24:08Z
2025-07-15T10:24:07Z
MEMBER
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fix https://github.com/huggingface/datasets/issues/7682
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https://api.github.com/repos/huggingface/datasets/issues/7683
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3,231,553,161
PR_kwDODunzps6e82iW
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." ]
2025-07-15T09:37:44Z
2025-07-15T10:13:58Z
2025-07-15T10:13:56Z
MEMBER
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for https://huggingface.co/datasets/allenai/olmo-mix-1124
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3,229,687,253
I_kwDODunzps7AgR3V
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!" ]
2025-07-14T18:41:02Z
2025-07-15T12:10:39Z
2025-07-15T10:24:08Z
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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2025-07-14T01:57:16Z
2025-07-14T01:57:16Z
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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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https://api.github.com/repos/huggingface/datasets/issues/7680
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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...
2025-07-12T04:48:30Z
2025-07-15T13:39:38Z
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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...
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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!" ]
2025-07-10T21:39:50Z
2025-07-11T17:42:01Z
2025-07-11T17:42:01Z
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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3,218,625,544
I_kwDODunzps6_2FQI
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" ]
2025-07-10T09:43:13Z
2025-07-11T05:05:42Z
2025-07-11T05:05:42Z
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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3,218,044,656
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!" ]
2025-07-10T06:15:22Z
2025-07-11T04:40:59Z
2025-07-11T04:40:59Z
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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3,216,857,559
I_kwDODunzps6_vVnX
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 ...
2025-07-09T18:59:50Z
2025-07-13T15:29:39Z
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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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3,216,699,094
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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...
2025-07-09T17:47:59Z
2025-07-15T18:25:19Z
null
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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." ]
2025-07-09T15:01:25Z
2025-07-09T15:04:01Z
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7,673
Release: 4.0.0
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7673). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-07-09T14:03:16Z
2025-07-09T14:36:19Z
2025-07-09T14:36:18Z
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3,215,287,164
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7,672
Fix double sequence
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2025-07-09T09:53:39Z
2025-07-09T09:56:29Z
2025-07-09T09:56:28Z
MEMBER
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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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3,213,223,886
I_kwDODunzps6_hefO
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." ]
2025-07-08T17:07:47Z
2025-07-09T12:30:32Z
2025-07-09T12:30:32Z
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." ]
2025-07-07T13:05:15Z
2025-07-07T13:07:47Z
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3,203,541,091
I_kwDODunzps6-8ihj
7,669
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...
2025-07-04T19:19:54Z
2025-07-05T18:19:37Z
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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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7,668
Broken EXIF crash the whole program
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[ "There are other discussions about error handling for images decoding here : https://github.com/huggingface/datasets/issues/7632 https://github.com/huggingface/datasets/issues/7612\n\nand a PR here: https://github.com/huggingface/datasets/pull/7638 (would love your input on the proposed solution !)" ]
2025-07-03T11:24:15Z
2025-07-03T12:27:16Z
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### Describe the bug When parsing this image in the ImageNet1K dataset, the `datasets` crashs whole training process just because unable to parse an invalid EXIF tag. ![Image](https://github.com/user-attachments/assets/3c840203-ac8c-41a0-9cf7-45f64488037d) ### Steps to reproduce the bug Use the `datasets.Image.decod...
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7,667
Fix infer list of images
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7667). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-07-02T15:07:58Z
2025-07-02T15:10:28Z
2025-07-02T15:08:03Z
MEMBER
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cc @kashif
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7,666
Backward compat list feature
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2025-07-02T14:58:00Z
2025-07-02T15:00:37Z
2025-07-02T14:59:40Z
MEMBER
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cc @kashif
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3,193,239,955
I_kwDODunzps6-VPmT
7,665
Function load_dataset() misinterprets string field content as part of dataset schema when dealing with `.jsonl` files
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[ "Somehow I created the issue twice๐Ÿ™ˆ This one is an exact duplicate of #7664." ]
2025-07-01T17:14:53Z
2025-07-01T17:17:48Z
2025-07-01T17:17:48Z
NONE
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### Describe the bug When loading a `.jsonl` file using `load_dataset("json", data_files="data.jsonl", split="train")`, the function misinterprets the content of a string field as if it were part of the dataset schema. In my case there is a field `body:` with a string value ``` "### Describe the bug (...) ,action:...
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3,193,239,035
I_kwDODunzps6-VPX7
7,664
Function load_dataset() misinterprets string field content as part of dataset schema when dealing with `.jsonl` files
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[ "Hey @zdzichukowalski, I was not able to reproduce this on python 3.11.9 and datasets 3.6.0. The contents of \"body\" are correctly parsed as a string and no other fields like timestamps are created. Could you try reproducing this in a fresh environment, or posting the complete code where you encountered that stack...
2025-07-01T17:14:32Z
2025-07-09T13:14:11Z
null
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### Describe the bug When loading a `.jsonl` file using `load_dataset("json", data_files="data.jsonl", split="train")`, the function misinterprets the content of a string field as if it were part of the dataset schema. In my case there is a field `body:` with a string value ``` "### Describe the bug (...) ,action:...
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7,663
Custom metadata filenames
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7663). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-07-01T13:50:36Z
2025-07-01T13:58:41Z
2025-07-01T13:58:39Z
MEMBER
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example: https://huggingface.co/datasets/lhoestq/overlapping-subsets-imagefolder/tree/main To make multiple subsets for an imagefolder (one metadata file per subset), e.g. ```yaml configs: - config_name: default metadata_filenames: - metadata.csv - config_name: other metadata_filenames: ...
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3,190,805,531
I_kwDODunzps6-L9Qb
7,662
Applying map after transform with multiprocessing will cause OOM
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[ "Hi ! `add_column` loads the full column data in memory:\n\nhttps://github.com/huggingface/datasets/blob/bfa497b1666f4c58bd231c440d8b92f9859f3a58/src/datasets/arrow_dataset.py#L6021-L6021\n\na workaround to add the new column is to include the new data in the map() function instead, which only loads one batch at a ...
2025-07-01T05:45:57Z
2025-07-10T06:17:40Z
null
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### Describe the bug I have a 30TB dataset. When I perform add_column and cast_column operations on it and then execute a multiprocessing map, it results in an OOM (Out of Memory) error. However, if I skip the add_column and cast_column steps and directly run the map, there is no OOM. After debugging step by step, I f...
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3,190,408,237
PR_kwDODunzps6czBDi
7,661
fix del tqdm lock error
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2025-07-01T02:04:02Z
2025-07-08T01:38:46Z
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fixes https://github.com/huggingface/datasets/issues/7660
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7,660
AttributeError: type object 'tqdm' has no attribute '_lock'
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[ "Deleting a class (**not instance**) attribute might be invalid in this case, which is `tqdm` doing in `ensure_lock`.\n\n```python\nfrom tqdm import tqdm as old_tqdm\n\nclass tqdm1(old_tqdm):\n def __delattr__(self, attr):\n try:\n super().__delattr__(attr)\n except AttributeError:\n ...
2025-06-30T15:57:16Z
2025-07-03T15:14:27Z
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### Describe the bug `AttributeError: type object 'tqdm' has no attribute '_lock'` It occurs when I'm trying to load datasets in thread pool. Issue https://github.com/huggingface/datasets/issues/6066 and PR https://github.com/huggingface/datasets/pull/6067 https://github.com/huggingface/datasets/pull/6068 tried to f...
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3,187,882,217
PR_kwDODunzps6cqkou
7,659
Update the beans dataset link in Preprocess
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2025-06-30T09:58:44Z
2025-07-07T08:38:19Z
2025-07-01T14:01:42Z
CONTRIBUTOR
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In the Preprocess tutorial, the to "the beans dataset" is incorrect. Fixed.
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7,658
Fix: Prevent loss of info.features and column_names in IterableDatasetDict.map when features is None
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[ "Hi!\r\nI havenโ€™t included a test for this change, as the fix is quite small and targeted.\r\nPlease let me know if youโ€™d like a test for this case or if youโ€™d prefer to handle it during review.\r\nThanks!", "we can't know in advance the `features` after map() (it transforms the data !), so you can reuse the `fea...
2025-06-30T09:31:12Z
2025-07-01T16:26:30Z
2025-07-01T16:26:12Z
CONTRIBUTOR
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This PR fixes a bug where calling `IterableDatasetDict.map()` or `IterableDataset.map()` with the default `features=None` argument would overwrite the existing `info.features` attribute with `None`. This, in turn, caused the resulting dataset to lose its schema, breaking downstream usage of attributes like `column_name...
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7,657
feat: add subset_name as alias for name in load_dataset
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2025-06-29T10:39:00Z
2025-06-29T10:55:11Z
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CONTRIBUTOR
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fixes #7637 This PR introduces subset_name as a user-facing alias for the name (previously `config_name`) argument in load_dataset. It aligns terminology with the Hugging Face Hub UI (which shows โ€œSubsetโ€), reducing confusion for new users. Supports `subset_name` in `load_dataset()` Adds `.subset_name` propert...
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7,656
fix(iterable): ensure MappedExamplesIterable supports state_dict for resume
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2025-06-29T07:50:13Z
2025-06-29T07:50:13Z
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CONTRIBUTOR
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Fixes #7630 ### Problem When calling `.map()` on an `IterableDataset`, resuming from a checkpoint skips a large number of samples. This is because `MappedExamplesIterable` did not implement `state_dict()` or `load_state_dict()`, so checkpointing was not properly delegated to the underlying iterable. ### What Thi...
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7,655
Added specific use cases in Improve Performace
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2025-06-28T19:00:32Z
2025-06-28T19:00:32Z
null
CONTRIBUTOR
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Fixes #2494
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https://github.com/huggingface/datasets/pull/7654
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7,654
fix(load): strip deprecated use_auth_token from config_kwargs
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2025-06-28T09:20:21Z
2025-06-28T09:20:21Z
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Fixes #7504 This PR resolves a compatibility error when loading datasets via `load_dataset()` using outdated arguments like `use_auth_token`. **What was happening:** Users passing `use_auth_token` in `load_dataset(..., use_auth_token=...)` encountered a `ValueError`: BuilderConfig ParquetConfig(...) doesn't have...
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7,653
feat(load): fallback to `load_from_disk()` when loading a saved dataset directory
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2025-06-28T08:47:36Z
2025-06-28T08:47:36Z
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CONTRIBUTOR
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### Related Issue Fixes #7503 Partially addresses #5044 by allowing `load_dataset()` to auto-detect and gracefully delegate to `load_from_disk()` for locally saved datasets. --- ### What does this PR do? This PR introduces a minimal fallback mechanism in `load_dataset()` that detects when the provided `p...
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