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https://api.github.com/repos/huggingface/datasets/issues/7434
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https://github.com/huggingface/datasets/pull/7434
2,893,075,908
PR_kwDODunzps6NP-vn
7,434
Refactor `Dataset.map` to reuse cache files mapped with different `num_proc`
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[ "@lhoestq please let me know what you think about this." ]
2025-03-04T06:12:37
2025-03-04T07:12:56
null
CONTRIBUTOR
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Fixes #7433 This refactor unifies `num_proc is None or num_proc == 1` and `num_proc > 1`; instead of handling them completely separately where one uses a list of kwargs and shards and the other just uses a single set of kwargs and `self`, by wrapping the `num_proc == 1` case in a list and making the difference just ...
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2,890,240,400
I_kwDODunzps6sRZGQ
7,433
`Dataset.map` ignores existing caches and remaps when ran with different `num_proc`
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[ "This feels related: https://github.com/huggingface/datasets/issues/3044", "@lhoestq This comment specifically, I agree:\n\n* https://github.com/huggingface/datasets/issues/3044#issuecomment-1239877570\n\n> Almost a year later and I'm in a similar boat. Using custom fingerprints and when using multiprocessing the...
2025-03-03T05:51:26
2025-03-04T05:55:08
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CONTRIBUTOR
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### Describe the bug If you `map` a dataset and save it to a specific `cache_file_name` with a specific `num_proc`, and then call map again with that same existing `cache_file_name` but a different `num_proc`, the dataset will be re-mapped. ### Steps to reproduce the bug 1. Download a dataset ```python import datase...
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https://api.github.com/repos/huggingface/datasets/issues/7432
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2,887,717,289
PR_kwDODunzps6M-DI0
7,432
Fix type annotation
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[ "Thanks ! There is https://github.com/huggingface/datasets/pull/7426 already that fixes the issue, I'm closing your PR if you don't mind" ]
2025-02-28T17:28:20
2025-02-28T17:28:20
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https://api.github.com/repos/huggingface/datasets/issues/7431
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2,887,244,074
I_kwDODunzps6sF9kq
7,431
Issues with large Datasets
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[ "what's the error message ?", "This was the final error message that it was giving pyarrow.lib.ArrowInvalid: JSON parse error: Column() changed from object to string in row 0", "Here is the list of errors:\n\nTraceback (most recent call last):\n File \".venv/lib/python3.12/site-packages/datasets/packaged_modul...
2025-02-28T14:05:22
2025-03-04T15:02:26
null
NONE
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### Describe the bug If the coco annotation file is too large the dataset will not be able to load it, not entirely sure were the issue is but I am guessing it is due to the code trying to load it all as one line into a dataframe. This was for object detections. My current work around is the following code but would ...
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https://api.github.com/repos/huggingface/datasets/issues/7430
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2,886,922,573
I_kwDODunzps6sEvFN
7,430
Error in code "Time to slice and dice" from course "NLP Course"
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[ "You should open an issue in the NLP course website / github page. I'm closing this issue if you don't mind" ]
2025-02-28T11:36:10
2025-03-03T17:52:16
2025-03-03T17:52:15
NONE
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### Describe the bug When we execute code ``` frequencies = ( train_df["condition"] .value_counts() .to_frame() .reset_index() .rename(columns={"index": "condition", "condition": "frequency"}) ) frequencies.head() ``` answer should be like this condition | frequency birth control | 27655 dep...
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2,886,806,513
PR_kwDODunzps6M67Jd
7,429
Improved type annotation
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2025-02-28T10:39:10
2025-03-04T13:40:40
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NONE
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I've refined several type annotations throughout the codebase to align with current best practices and enhance overall clarity. Given the complexity of the code, there may still be areas that need further attention. I welcome any feedback or suggestions to make these improvements even better.
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2,886,111,651
PR_kwDODunzps6M4kW8
7,428
Use pyupgrade --py39-plus
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[ "Hi ! can you run `make style` to fix code formatting ?" ]
2025-02-28T03:39:44
2025-02-28T03:41:18
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2,886,032,571
I_kwDODunzps6sBVy7
7,427
Error splitting the input into NAL units.
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[ "First time I see this error :/ maybe it's an issue with your version of `multiprocess` and `dill` ? Make sure they are compatible with `datasets`", "> First time I see this error :/ maybe it's an issue with your version of `multiprocess` and `dill` ? Make sure they are compatible with `datasets`\n\nany recommend...
2025-02-28T02:30:15
2025-03-04T01:40:28
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NONE
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### Describe the bug I am trying to finetune qwen2.5-vl on 16 * 80G GPUS, and I use `LLaMA-Factory` and set `preprocessing_num_workers=16`. However, I met the following error and the program seem to got crush. It seems that the error come from `datasets` library The error logging is like following: ```text Convertin...
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2,883,754,507
PR_kwDODunzps6Mwe6B
7,426
fix: None default with bool type on load creates typing error
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2025-02-27T08:11:36
2025-02-27T08:11:36
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Hello! Pyright flags any use of `load_dataset` as an error, because the default for `trust_remote_code` is `None`, but the function is typed as `bool`, not `Optional[bool]`. I changed the type and docstrings to reflect this, but no other code was touched.
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2,883,684,686
I_kwDODunzps6r4YlO
7,425
load_dataset("livecodebench/code_generation_lite", version_tag="release_v2") TypeError: 'NoneType' object is not callable
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[ "> datasets\n\nHi, have you solved this bug? Today I also met the same problem about `livecodebench/code_generation_lite` when evaluating the `Open-R1` repo. I am looking forward to your reply!\n\n![Image](https://github.com/user-attachments/assets/02e92fbf-da33-41b3-b8d4-f79b293a54f1)", "Hey guys,\nI tried to re...
2025-02-27T07:36:02
2025-03-02T10:44:53
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### Describe the bug from datasets import load_dataset lcb_codegen = load_dataset("livecodebench/code_generation_lite", version_tag="release_v2") or configs = get_dataset_config_names("livecodebench/code_generation_lite", trust_remote_code=True) both error: Traceback (most recent call last): File "", line 1, in File...
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2,882,663,621
PR_kwDODunzps6Ms1Qx
7,424
Faster folder based builder + parquet support + allow repeated media + use torchvideo
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7424). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-02-26T19:55:18
2025-02-28T18:31:25
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This will be useful for LeRobotDataset (robotics datasets for [lerobot](https://github.com/huggingface/lerobot) based on videos) Impacted builders: - ImageFolder - AudioFolder - VideoFolder Improvements: - faster to stream (got a 5x speed up on an image dataset) - improved RAM usage - support for metadata.p...
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2,879,271,409
I_kwDODunzps6rnjHx
7,423
Row indexing a dataset with numpy integers
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[ "Would be cool to be consistent when it comes to indexing with numpy objects, if we do accept numpy arrays we should indeed accept numpy integers. Your idea sounds reasonable, I'd also be in favor of adding a simple test as well" ]
2025-02-25T18:44:45
2025-03-03T17:55:24
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### Feature request Allow indexing datasets with a scalar numpy integer type. ### Motivation Indexing a dataset with a scalar numpy.int* object raises a TypeError. This is due to the test in `datasets/formatting/formatting.py:key_to_query_type` ``` python def key_to_query_type(key: Union[int, slice, range, str, Ite...
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7,421
DVC integration broken
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[ "Unfortunately `url` is a reserved argument in `fsspec.url_to_fs`, so ideally file system implementations like DVC should use another argument name to avoid this kind of errors" ]
2025-02-25T13:14:31
2025-03-03T17:42:02
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### Describe the bug The DVC integration seems to be broken. Followed this guide: https://dvc.org/doc/user-guide/integrations/huggingface ### Steps to reproduce the bug #### Script to reproduce ~~~python from datasets import load_dataset dataset = load_dataset( "csv", data_files="dvc://workshop/satellite-d...
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7,420
better correspondence between cached and saved datasets created using from_generator
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2025-02-24T22:14:37
2025-02-26T03:10:22
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CONTRIBUTOR
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### Feature request At the moment `.from_generator` can only create a dataset that lives in the cache. The cached dataset cannot be loaded with `load_from_disk` because the cache folder is missing `state.json`. So the only way to convert this cached dataset to a regular is to use `save_to_disk` which needs to create a...
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Import order crashes script execution
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2025-02-24T17:03:43
2025-02-24T17:03:43
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### Describe the bug Hello, I'm trying to convert an HF dataset into a TFRecord so I'm importing `tensorflow` and `datasets` to do so. Depending in what order I'm importing those librairies, my code hangs forever and is unkillable (CTRL+C doesn't work, I need to kill my shell entirely). Thank you for your help 🙏 ...
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2,868,701,471
I_kwDODunzps6q_Okf
7,418
pyarrow.lib.arrowinvalid: cannot mix list and non-list, non-null values with map function
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[ "@lhoestq ", "Can you try passing text: None for the image object ? Pyarrow expects all the objects to have the exact same type, in particular the dicttionaries in \"content\" should all have the keys \"type\" and \"text\"", "The following modification on system prompt works, but it is different from the usual ...
2025-02-21T10:58:06
2025-02-25T15:26:46
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### Describe the bug Encounter pyarrow.lib.arrowinvalid error with map function in some example when loading the dataset ### Steps to reproduce the bug ``` from datasets import load_dataset from PIL import Image, PngImagePlugin dataset = load_dataset("leonardPKU/GEOQA_R1V_Train_8K") system_prompt="You are a helpful...
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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_7417). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-02-20T17:45:29
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Release: 3.3.2
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7416). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-02-20T17:42:11
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Shard Dataset at specific indices
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[ "Hi ! if it's an option I'd suggest to have one sequence per row instead.\n\nOtherwise you'd have to make your own save/load mechanism", "Saving one sequence per row is very difficult and heavy and makes all the optimizations pointless. How would a custom save/load mechanism look like?", "You can use `pyarrow` ...
2025-02-20T10:43:10
2025-02-24T11:06:45
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I have a dataset of sequences, where each example in the sequence is a separate row in the dataset (similar to LeRobotDataset). When running `Dataset.save_to_disk` how can I provide indices where it's possible to shard the dataset such that no episode spans more than 1 shard. Consequently, when I run `Dataset.load_from...
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Gracefully cancel async tasks
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7414). 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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Documentation on multiple media files of the same type with WebDataset
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[ "Yes this is correct and it works with huggingface datasets as well ! Feel free to include an example here: https://github.com/huggingface/datasets/blob/main/docs/source/video_dataset.mdx" ]
2025-02-18T16:13:20
2025-02-20T14:17:54
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The [current documentation](https://huggingface.co/docs/datasets/en/video_dataset) on a creating a video dataset includes only examples with one media file and one json. It would be useful to have examples where multiple files of the same type are included. For example, in a sign language dataset, you may have a base v...
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Index Error Invalid Ket is out of bounds for size 0 for code-search-net/code_search_net dataset
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2025-02-18T05:58:33
2025-02-18T06:42:07
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### Describe the bug I am trying to do model pruning on sentence-transformers/all-mini-L6-v2 for the code-search-net/code_search_net dataset using INCTrainer class However I am getting below error ``` raise IndexError(f"Invalid Key: {key is our of bounds for size {size}") IndexError: Invalid key: 1840208 is out of b...
null
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7,411
Attempt to fix multiprocessing hang by closing and joining the pool before termination
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7411). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Thanks for the fix! We have been affected by this a lot when we try to use LLM Foundry ...
2025-02-17T23:58:03
2025-02-19T21:11:24
2025-02-19T13:40:32
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https://github.com/huggingface/datasets/issues/6393 has plagued me on and off for a very long time. I have had various workarounds (one time combining two filter calls into one filter call removed the issue, another time making rank 0 go first resolved a cache race condition, one time i think upgrading the version of s...
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PR_kwDODunzps6LeQBF
7,410
Set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7410). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-02-17T14:54:39
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7,409
Release: 3.3.1
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2025-02-17T14:52:12
2025-02-17T14:54:32
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7,408
Fix filter speed regression
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2025-02-17T14:25:32
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close https://github.com/huggingface/datasets/issues/7404
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Update use_with_pandas.mdx: to_pandas() correction in last section
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2025-02-17T01:53:31
2025-02-20T17:28:04
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last section ``to_pandas()"
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7,406
Adding Core Maintainer List to CONTRIBUTING.md
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[ "@lhoestq", "there is no per-module maintainer and the list is me alone nowadays ^^'", "@lhoestq \nOh... I feel for you. \nWhat are your criteria for choosing a core maintainer? \nIt seems like it's too much work for you to manage all this code by yourself.\n\nAlso, if you don't mind, can you check this PR for ...
2025-02-17T00:32:40
2025-02-19T01:28:38
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### Feature request I propose adding a core maintainer list to the `CONTRIBUTING.md` file. ### Motivation The Transformers and Liger-Kernel projects maintain lists of core maintainers for each module. However, the Datasets project doesn't have such a list. ### Your contribution I have nothing to add here.
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2,856,372,814
I_kwDODunzps6qQMpO
7,405
Lazy loading of environment variables
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[ "Many python packages out there, including `huggingface_hub`, do load the environment variables on import.\nYou should `load_dotenv()` before importing the libraries.\n\nFor example you can move all you imports inside your `main()` function" ]
2025-02-16T22:31:41
2025-02-17T15:17:18
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### Describe the bug Loading a `.env` file after an `import datasets` call does not correctly use the environment variables. This is due the fact that environment variables are read at import time: https://github.com/huggingface/datasets/blob/de062f0552a810c52077543c1169c38c1f0c53fc/src/datasets/config.py#L155C1-L15...
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7,404
Performance regression in `dataset.filter`
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[ "Thanks for reporting, I'll fix the regression today", "I just released `datasets` 3.3.1 with a fix, let me know if it's good now :)", "@lhoestq it fixed the issue.\n\nThis was (very) fast, thank you very much!" ]
2025-02-16T22:19:14
2025-02-17T17:46:06
2025-02-17T14:28:48
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### Describe the bug We're filtering dataset of ~1M (small-ish) records. At some point in the code we do `dataset.filter`, before (including 3.2.0) it was taking couple of seconds, and now it takes 4 hours. We use 16 threads/workers, and stack trace at them look as follows: ``` Traceback (most recent call last): Fi...
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Fix a typo in arrow_dataset.py
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2025-02-16T04:52:02
2025-02-20T17:29:28
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"in the feature" should be "in the future"
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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_7401). 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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2,853,098,442
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7,399
Synchronize parameters for various datasets
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[ "Hi ! the `desc` parameter is only available for Dataset / DatasetDict for the progress bar of `map()``\n\nSince IterableDataset only runs the map functions when you iterate over the dataset, there is no progress bar and `desc` is useless. We could still add the argument for parity but it wouldn't be used for anyth...
2025-02-14T09:15:11
2025-02-19T11:50:29
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### Describe the bug [IterableDatasetDict](https://huggingface.co/docs/datasets/v3.2.0/en/package_reference/main_classes#datasets.IterableDatasetDict.map) map function is missing the `desc` parameter. You can see the equivalent map function for [Dataset here](https://huggingface.co/docs/datasets/v3.2.0/en/package_refe...
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Release: 3.3.0
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7398). 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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Kannada dataset(Conversations, Wikipedia etc)
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[ "Hi ! feel free to uplad the CSV on https://huggingface.co/datasets :)\r\n\r\nwe don't store the datasets' data in this github repository" ]
2025-02-14T06:53:03
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I_kwDODunzps6qEGV9
7,400
504 Gateway Timeout when uploading large dataset to Hugging Face Hub
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[ "I transferred to the `datasets` repository. Is there any retry mechanism in `datasets` @lhoestq ?\n\nAnother solution @hotchpotch if you want to get your dataset pushed to the Hub in a robust way is to save it to a local folder first and then use `huggingface-cli upload-large-folder` (see https://huggingface.co/do...
2025-02-14T02:18:35
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### Description I encountered consistent 504 Gateway Timeout errors while attempting to upload a large dataset (approximately 500GB) to the Hugging Face Hub. The upload fails during the process with a Gateway Timeout error. I will continue trying to upload. While it might succeed in future attempts, I wanted to report...
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Update README.md
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7396). 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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- update min python version - replace canonical dataset names with new names - avoid examples with trust_remote_code
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Using load_dataset with data_files and split arguments yields an error
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### Describe the bug It seems the list of valid splits recorded by the package becomes incorrectly overwritten when using the `data_files` argument. If I run ```python from datasets import load_dataset load_dataset("allenai/super", split="all_examples", data_files="tasks/expert.jsonl") ``` then I get the error ``` Va...
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Optimized sequence encoding for scalars
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7393). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-02-11T20:30:44
2025-02-13T17:11:33
2025-02-13T17:11:32
CONTRIBUTOR
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The change in https://github.com/huggingface/datasets/pull/3197 introduced redundant list-comprehensions when `obj` is a long sequence of scalars. This becomes a noticeable overhead when loading data from an `IterableDataset` in the function `_apply_feature_types_on_example` and can be eliminated by adding a check for ...
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push_to_hub payload too large error when using large ClassLabel feature
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[ "See also <https://discuss.huggingface.co/t/datasetdict-push-to-hub-failing-with-payload-to-large/140083/8>\n" ]
2025-02-11T17:51:34
2025-02-11T18:01:31
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### Describe the bug When using `datasets.DatasetDict.push_to_hub` an `HfHubHTTPError: 413 Client Error: Payload Too Large for url` is raised if the dataset contains a large `ClassLabel` feature. Even if the total size of the dataset is small. ### Steps to reproduce the bug ``` python import random import sys impor...
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