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[Bug] Inconsistent behavior of data_files and data_dir in load_dataset method.
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[ "Hi ! `data_files` with a list is equivalent to `data_files={\"train\": data_files}` with a train test only.\r\n\r\nWhen no split are specified, they are inferred based on file names, and files with no apparent split are ignored", "Thanks for your reply!\r\n`files with no apparent split are ignored`. Is there a o...
2024-12-19T14:31:27Z
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### Describe the bug Inconsistent operation of data_files and data_dir in load_dataset method. ### Steps to reproduce the bug # First I have three files, named 'train.json', 'val.json', 'test.json'. Each one has a simple dict `{text:'aaa'}`. Their path are `/data/train.json`, `/data/val.json`, `/data/test.jso...
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Update LICENSE
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minor video docs on how to install
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don't import soundfile in tests
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Update CONTRIBUTING.md
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One or several metadata.jsonl were found, but not in the same directory or in a parent directory of
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[ "Hmmm I double checked in the source code and I found a contradiction: in the current implementation the metadata file is ignored if it's not in the same archive as the zip image somehow:\r\n\r\nhttps://github.com/huggingface/datasets/blob/caa705e8bf4bedf1a956f48b545283b2ca14170a/src/datasets/packaged_modules/folde...
2024-12-17T12:58:43Z
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### Describe the bug ImageFolder with metadata.jsonl error. I downloaded liuhaotian/LLaVA-CC3M-Pretrain-595K locally from Hugging Face. According to the tutorial in https://huggingface.co/docs/datasets/image_dataset#image-captioning, only put images.zip and metadata.jsonl containing information in the same folder. How...
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Clarify documentation or Create DatasetCard
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2024-12-17T12:01:00Z
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### Feature request I noticed that you can use a Model Card instead of a Dataset Card when pushing a dataset to the Hub, but this isn’t clearly mentioned in [the docs.](https://huggingface.co/docs/datasets/dataset_card) - Update the docs to clarify that a Model Card can work for datasets too. - It might be worth c...
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Too many open files: '/root/.cache/huggingface/token'
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2024-12-16T21:30:24Z
2024-12-16T21:30:24Z
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### Describe the bug I ran this code: ``` from datasets import load_dataset dataset = load_dataset("common-canvas/commoncatalog-cc-by", cache_dir="/datadrive/datasets/cc", num_proc=1000) ``` And got this error. Before it was some other file though (lie something...incomplete) runnting ``` ulimit -n 8192 ...
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TypeError: Value.__init__() missing 1 required positional argument: 'dtype'
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[ "same error \n```\ndata = load_dataset('/opt/deepseek_R1_finetune/hf_datasets/openai/gsm8k', 'main')[split] \n```", "> same error\n> \n> ```\n> data = load_dataset('/opt/deepseek_R1_finetune/hf_datasets/openai/gsm8k', 'main')[split] \n> ```\n\nhttps://github.com/huggingface/open-r1/issues/204 this help me", "S...
2024-12-15T04:08:46Z
2025-10-30T09:05:53Z
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### Describe the bug ds = load_dataset( "./xxx.py", name="default", split="train", ) The datasets does not support debugging locally anymore... ### Steps to reproduce the bug ``` from datasets import load_dataset ds = load_dataset( "./repo.py", name="default", split="train", ) ...
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Fix typo in arrow_dataset
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7328). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-12-13T15:17:09Z
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CONTRIBUTOR
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2,738,514,909
I_kwDODunzps6jOmvd
7,327
.map() is not caching and ram goes OOM
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[ "I have the same issue - any update on this?" ]
2024-12-13T14:22:56Z
2025-02-10T10:42:38Z
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### Describe the bug Im trying to run a fairly simple map that is converting a dataset into numpy arrays. however, it just piles up on memory and doesnt write to disk. Ive tried multiple cache techniques such as specifying the cache dir, setting max mem, +++ but none seem to work. What am I missing here? ### Steps to...
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2,738,188,902
I_kwDODunzps6jNXJm
7,326
Remove upper bound for fsspec
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[ "Unfortunately `fsspec` versioning allows breaking changes across version and there is no way we can keep it without constrains at the moment. It already broke `datasets` once in the past. Maybe one day once `fsspec` decides on a stable and future proof API but I don't think this will happen anytime soon\r\n\r\nedi...
2024-12-13T11:35:12Z
2025-01-03T15:34:37Z
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### Describe the bug As also raised by @cyyever in https://github.com/huggingface/datasets/pull/7296 and @NeilGirdhar in https://github.com/huggingface/datasets/commit/d5468836fe94e8be1ae093397dd43d4a2503b926#commitcomment-140952162 , `datasets` has a problematic version constraint on `fsspec`. In our case this c...
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2,736,618,054
PR_kwDODunzps6FDpMp
7,325
Introduce pdf support (#7318)
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7325). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Hi @AndreaFrancis and @lhoestq ! Thanks for looking at the code and for all the changes...
2024-12-12T18:31:18Z
2025-03-18T14:00:36Z
2025-03-18T14:00:36Z
CONTRIBUTOR
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First implementation of the Pdf feature to support pdfs (#7318) . Using [pdfplumber](https://github.com/jsvine/pdfplumber?tab=readme-ov-file#python-library) as the default library to work with pdfs. @lhoestq and @AndreaFrancis
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2,736,008,698
I_kwDODunzps6jFC36
7,323
Unexpected cache behaviour using load_dataset
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[ "Hi ! Since `datasets` 3.x, the `datasets` specific files are in `cache_dir=` and the HF files are cached using `huggingface_hub` and you can set its cache directory using the `HF_HOME` environment variable.\r\n\r\nThey are independent, for example you can delete the Hub cache (containing downloaded files) but sti...
2024-12-12T14:03:00Z
2025-01-31T11:34:24Z
2025-01-31T11:34:24Z
NONE
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### Describe the bug Following the (Cache management)[https://huggingface.co/docs/datasets/en/cache] docu and previous behaviour from datasets version 2.18.0, one is able to change the cache directory. Previously, all downloaded/extracted/etc files were found in this folder. As i have recently update to the latest v...
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ArrowInvalid: JSON parse error: Column() changed from object to array in row 0
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[ "Hi ! `datasets` uses Arrow under the hood which expects each column and array to have fixed types that don't change across rows of a dataset, which is why we get this error. This dataset in particular doesn't have a format compatible with Arrow unfortunately. Don't hesitate to open a discussion or PR on HF to fix ...
2024-12-11T08:41:39Z
2025-07-15T13:06:55Z
null
NONE
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### Describe the bug Encountering an error while loading the ```liuhaotian/LLaVA-Instruct-150K dataset```. ### Steps to reproduce the bug ``` from datasets import load_dataset fw =load_dataset("liuhaotian/LLaVA-Instruct-150K") ``` Error: ``` ArrowInvalid Traceback (most recen...
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I_kwDODunzps6i0VEI
7,321
ImportError: cannot import name 'set_caching_enabled' from 'datasets'
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[ "pip install datasets==2.18.0", "Hi ! I think you need to update axolotl" ]
2024-12-11T01:58:46Z
2024-12-11T13:32:15Z
null
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### Describe the bug Traceback (most recent call last): File "/usr/local/lib/python3.10/runpy.py", line 187, in _run_module_as_main mod_name, mod_spec, code = _get_module_details(mod_name, _Error) File "/usr/local/lib/python3.10/runpy.py", line 110, in _get_module_details __import__(pkg_name) File "...
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2,731,112,100
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7,320
ValueError: You should supply an encoding or a list of encodings to this method that includes input_ids, but you provided ['label']
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[ "Now i have other error" ]
2024-12-10T20:23:11Z
2024-12-10T23:22:23Z
2024-12-10T23:22:23Z
NONE
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### Describe the bug I am trying to create a PEFT model from DISTILBERT model, and run a training loop. However, the trainer.train() is giving me this error: ValueError: You should supply an encoding or a list of encodings to this method that includes input_ids, but you provided ['label'] Here is my code: ### St...
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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_7319). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-12-10T17:01:34Z
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MEMBER
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Introduce support for PDFs
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[ "#self-assign", "Awesome ! Let me know if you have any question or if I can help :)\r\n\r\ncc @AndreaFrancis as well for viz", "Other candidates libraries for the Pdf type: PyMuPDF pypdf and pdfplumber\r\n\r\nEDIT: Pymupdf looks like a good choice when it comes to maturity + performance + versatility BUT the li...
2024-12-10T16:59:48Z
2024-12-12T18:38:13Z
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CONTRIBUTOR
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### Feature request The idea (discussed in the Discord server with @lhoestq ) is to have a Pdf type like Image/Audio/Video. For example [Video](https://github.com/huggingface/datasets/blob/main/src/datasets/features/video.py) was recently added and contains how to decode a video file encoded in a dictionary like {"pat...
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Release: 3.2.0
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7317). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-12-10T16:53:20Z
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PR_kwDODunzps6Etc0U
7,316
More docs to from_dict to mention that the result lives in RAM
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7316). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-12-10T13:56:01Z
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2024-12-10T13:57:02Z
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following discussions at https://discuss.huggingface.co/t/how-to-load-this-simple-audio-data-set-and-use-dataset-map-without-memory-issues/17722/14
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7,314
Resolved for empty datafiles
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[ "Closes #6152 ", "@mariosasko I hope this resolves #6152 " ]
2024-12-09T15:47:22Z
2024-12-27T18:20:21Z
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Resolved for Issue#6152
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7,313
Cannot create a dataset with relative audio path
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[ "Hello ! when you `cast_column` you need the paths to be absolute paths or relative paths to your working directory, not the original dataset directory.\r\n\r\nThough I'd recommend structuring your dataset as an AudioFolder which automatically links a metadata.jsonl or csv to the audio files via relative paths **wi...
2024-12-09T07:34:20Z
2025-04-19T07:13:08Z
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### Describe the bug Hello! I want to create a dataset of parquet files, with audios stored as separate .mp3 files. However, it says "No such file or directory" (see the reproducing code). ### Steps to reproduce the bug Creating a dataset ``` from pathlib import Path from datasets import Dataset, load_datas...
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7,312
[Audio Features - DO NOT MERGE] PoC for adding an offset+sliced reading to audio file.
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2024-12-08T10:27:31Z
2024-12-08T10:27:31Z
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This is a proof of concept for #7310 . The idea is to enable the access to others column of the dataset row when loading an audio file into a table. This is to allow sliced reading. As stated in the issue, many people have very long audio files and use start and stop slicing in this audio file. Right now, this code ...
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I_kwDODunzps6ibD2G
7,311
How to get the original dataset name with username?
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[ "Hi ! why not pass the dataset id to Ray and let it check the parquet files ? Or pass the parquet files lists directly ?", "I'm not sure why ray design an API like this to accept a `Dataset` object, so they need to verify the `Dataset` is the original one and use the `DatasetInfo` to query the huggingface hub. I'...
2024-12-08T07:18:14Z
2025-01-09T10:48:02Z
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CONTRIBUTOR
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### Feature request The issue is related to ray data https://github.com/ray-project/ray/issues/49008 which it requires to check if the dataset is the original one just after `load_dataset` and parquet files are already available on hf hub. The solution used now is to get the dataset name, config and split, then `...
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2,724,830,603
I_kwDODunzps6iaZ2L
7,310
Enable the Audio Feature to decode / read with an offset + duration
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[ "Hi ! What about having audio + start + duration columns and enable something like this ?\r\n\r\n```python\r\nfor example in ds:\r\n array = example[\"audio\"].read(start=example[\"start\"], frames=example[\"duration\"])\r\n```", "Hi @lhoestq, this would work with a file-based dataset but would be terrible for...
2024-12-07T22:01:44Z
2024-12-09T21:09:46Z
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NONE
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### Feature request For most large speech dataset, we do not wish to generate hundreds of millions of small audio samples. Instead, it is quite common to provide larger audio files with frame offset (soundfile start and stop arguments). We should be able to pass these arguments to Audio() (column ID corresponding in t...
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2,729,738,963
I_kwDODunzps6itILT
7,315
Allow manual configuration of Dataset Viewer for datasets not created with the `datasets` library
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[ "Hi @diarray-hub , thanks for opening the issue :) Let me ping @lhoestq and @severo from the dataset viewer team :hugs: ", "amazing :)", "Hi ! why not modify the manifest.json file directly ? this way users see in the viewer the dataset as is instead which makes it easier to use using e.g. the `datasets` librar...
2024-12-07T16:37:12Z
2024-12-11T11:05:22Z
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#### **Problem Description** Currently, the Hugging Face Dataset Viewer automatically interprets dataset fields for datasets created with the `datasets` library. However, for datasets pushed directly via `git`, the Viewer: - Defaults to generic columns like `label` with `null` values if no explicit mapping is provide...
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Faster parquet streaming + filters with predicate pushdown
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7309). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-12-06T18:01:54Z
2024-12-07T23:32:30Z
2024-12-07T23:32:28Z
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ParquetFragment.to_batches uses a buffered stream to read parquet data, which makes streaming faster (x2 on my laptop). I also added the `filters` config parameter to support filtering with predicate pushdown, e.g. ```python from datasets import load_dataset filters = [('problem_source', '==', 'math')] ds = ...
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refactor: remove unnecessary else
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2024-12-05T12:11:09Z
2024-12-06T15:11:33Z
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7,306
Creating new dataset from list loses information. (Audio Information Lost - either Datatype or Values).
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2024-12-05T09:07:53Z
2024-12-05T09:09:38Z
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### Describe the bug When creating a dataset from a list of datapoints, information is lost of the individual items. Specifically, when creating a dataset from a list of datapoints (from another dataset). Either the datatype is lost or the values are lost. See examples below. -> What is the best way to create...
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I_kwDODunzps6h4XTD
7,305
Build Documentation Test Fails Due to "Bad Credentials" Error
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[ "how were you able to fix this please?", "> how were you able to fix this please?\r\n\r\nI was not able to fix this." ]
2024-12-03T20:22:54Z
2025-01-08T22:38:14Z
null
CONTRIBUTOR
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### Describe the bug The `Build documentation / build / build_main_documentation (push)` job is consistently failing during the "Syncing repository" step. The error occurs when attempting to determine the default branch name, resulting in "Bad credentials" errors. ### Steps to reproduce the bug 1. Trigger the `build...
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2,715,179,811
PR_kwDODunzps6D5saw
7,304
Update iterable_dataset.py
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7304). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-12-03T14:25:42Z
2024-12-03T14:28:10Z
2024-12-03T14:27:02Z
MEMBER
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close https://github.com/huggingface/datasets/issues/7297
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2,705,729,696
I_kwDODunzps6hRiig
7,303
DataFilesNotFoundError for datasets LM1B
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[ "Hi ! Can you try with a more recent version of `datasets` ? Also you might need to pass trust_remote_code=True since it's a script based dataset" ]
2024-11-29T17:27:45Z
2024-12-11T13:22:47Z
2024-12-11T13:22:47Z
NONE
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### Describe the bug Cannot load the dataset https://huggingface.co/datasets/billion-word-benchmark/lm1b ### Steps to reproduce the bug `dataset = datasets.load_dataset('lm1b', split=split)` ### Expected behavior `Traceback (most recent call last): File "/home/hml/projects/DeepLearning/Generative_model/Diffusio...
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2,702,626,386
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7,302
Let server decide default repo visibility
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7302). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "No need for a specific version of huggingface_hub to avoid a breaking change no (it's a...
2024-11-28T16:01:13Z
2024-11-29T17:00:40Z
2024-11-29T17:00:38Z
CONTRIBUTOR
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Until now, all repos were public by default when created without passing the `private` argument. This meant that passing `private=False` or `private=None` was strictly the same. This is not the case anymore. Enterprise Hub offers organizations to set a default visibility setting for new repos. This is useful for organi...
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7,301
update load_dataset doctring
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7301). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-11-28T11:19:20Z
2024-11-29T10:31:43Z
2024-11-29T10:31:40Z
MEMBER
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- remove canonical dataset name - remove dataset script logic - add streaming info - clearer download and prepare steps
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7,300
fix: update elasticsearch version
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[ "May I request a review @lhoestq", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7300). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-11-28T09:14:21Z
2024-12-03T14:36:56Z
2024-12-03T14:24:42Z
CONTRIBUTOR
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This should fix the `test_py311 (windows latest, deps-latest` errors. ``` =========================== short test summary info =========================== ERROR tests/test_search.py - AttributeError: `np.float_` was removed in the NumPy 2.0 release. Use `np.float64` instead. ERROR tests/test_search.py - AttributeE...
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2,695,378,251
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7,299
Efficient Image Augmentation in Hugging Face Datasets
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2024-11-26T16:50:32Z
2024-11-26T16:53:53Z
null
NONE
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### Describe the bug I'm using the Hugging Face datasets library to load images in batch and would like to apply a torchvision transform to solve the inconsistent image sizes in the dataset and apply some on the fly image augmentation. I can just think about using the collate_fn, but seems quite inefficient. ...
null
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2,694,196,968
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7,298
loading dataset issue with load_dataset() when training controlnet
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2024-11-26T10:50:18Z
2024-11-26T10:50:18Z
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### Describe the bug i'm unable to load my dataset for [controlnet training](https://github.com/huggingface/diffusers/blob/074e12358bc17e7dbe111ea4f62f05dbae8a49d5/examples/controlnet/train_controlnet.py#L606) using load_dataset(). however, load_from_disk() seems to work? would appreciate if someone can explain why ...
null
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7,297
wrong return type for `IterableDataset.shard()`
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[ "Oops my bad ! thanks for reporting" ]
2024-11-22T17:25:46Z
2024-12-03T14:27:27Z
2024-12-03T14:27:03Z
NONE
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### Describe the bug `IterableDataset.shard()` has the wrong typing for its return as `"Dataset"`. It should be `"IterableDataset"`. Makes my IDE unhappy. ### Steps to reproduce the bug look at [the source code](https://github.com/huggingface/datasets/blob/main/src/datasets/iterable_dataset.py#L2668)? ### Expected ...
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7,296
Remove upper version limit of fsspec[http]
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2024-11-20T11:29:16Z
2025-03-06T04:47:04Z
2025-03-06T04:47:01Z
CONTRIBUTOR
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7,295
[BUG]: Streaming from S3 triggers `unexpected keyword argument 'requote_redirect_url'`
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2024-11-19T12:23:36Z
2024-11-19T13:01:53Z
null
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### Describe the bug Note that this bug is only triggered when `streaming=True`. #5459 introduced always calling fsspec with `client_kwargs={"requote_redirect_url": False}`, which seems to have incompatibility issues even in the newest versions. Analysis of what's happening: 1. `datasets` passes the `client_kw...
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7,294
Remove `aiohttp` from direct dependencies
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2024-11-18T14:00:59Z
2025-05-07T14:27:18Z
2025-05-07T14:27:17Z
CONTRIBUTOR
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The dependency is only used for catching an exception from other code. That can be done with an import guard.
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7,293
Updated inconsistent output in documentation examples for `ClassLabel`
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[ "Updated! 😄 ", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7293). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@lhoestq, can you help with this failing test please? 🙏 " ]
2024-11-16T16:20:57Z
2024-12-06T11:33:33Z
2024-12-06T11:32:01Z
MEMBER
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fix #7129 @stevhliu
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7,292
DataFilesNotFoundError for datasets `OpenMol/PubChemSFT`
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[ "Hi ! If the dataset owner uses `push_to_hub()` instead of `save_to_disk()` and upload the local files it will fix the issue.\r\nRight now `datasets` sees the train/test/valid pickle files but they are not supported file formats.", "Alternatively you can load the arrow file instead:\r\n\r\n```python\r\nfrom datas...
2024-11-16T11:54:31Z
2024-11-19T00:53:00Z
2024-11-19T00:52:59Z
NONE
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### Describe the bug Cannot load the dataset https://huggingface.co/datasets/OpenMol/PubChemSFT ### Steps to reproduce the bug ``` from datasets import load_dataset dataset = load_dataset('OpenMol/PubChemSFT') ``` ### Expected behavior ``` -----------------------------------------------------------------------...
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Why return_tensors='pt' doesn't work?
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[ "Hi ! `datasets` uses Arrow as storage backend which is agnostic to deep learning frameworks like torch. If you want to get torch tensors back, you need to do `dataset = dataset.with_format(\"torch\")`", "> Hi ! `datasets` uses Arrow as storage backend which is agnostic to deep learning frameworks like torch. If ...
2024-11-15T15:01:23Z
2024-11-18T13:47:08Z
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### Describe the bug I tried to add input_ids to dataset with map(), and I used the return_tensors='pt', but why I got the callback with the type of List? ![image](https://github.com/user-attachments/assets/ab046e20-2174-4e91-9cd6-4a296a43e83c) ### Steps to reproduce the bug ![image](https://github.com/user-attac...
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7,290
`Dataset.save_to_disk` hangs when using num_proc > 1
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[ "I've met the same situations.\r\n\r\nHere's my logs:\r\nnum_proc = 64, I stop it early as it cost **too** much time.\r\n```\r\nSaving the dataset (1540/4775 shards): 32%|███▏ | 47752224/147853764 [15:32:54<132:28:34, 209.89 examples/s]\r\nSaving the dataset (1540/4775 shards): 32%|███▏ | 47754224/14785...
2024-11-14T05:25:13Z
2025-06-27T00:56:47Z
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### Describe the bug Hi, I'm encountered a small issue when saving datasets that led to the saving taking up to multiple hours. Specifically, [`Dataset.save_to_disk`](https://huggingface.co/docs/datasets/main/en/package_reference/main_classes#datasets.Dataset.save_to_disk) is a lot slower when using `num_proc>1` than...
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7,289
Dataset viewer displays wrong statists
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[ "i think this issue is more for https://github.com/huggingface/dataset-viewer" ]
2024-11-11T03:29:27Z
2024-11-13T13:02:25Z
2024-11-13T13:02:25Z
NONE
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### Describe the bug In [my dataset](https://huggingface.co/datasets/speedcell4/opus-unigram2), there is a column called `lang2`, and there are 94 different classes in total, but the viewer says there are 83 values only. This issue only arises in the `train` split. The total number of values is also 94 in the `test`...
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Release v3.1.1
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2024-11-10T09:38:15Z
2024-11-10T09:38:48Z
2024-11-10T09:38:48Z
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7,287
Support for identifier-based automated split construction
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[ "Hi ! You can already configure the README.md to have multiple sets of splits, e.g.\r\n\r\n```yaml\r\nconfigs:\r\n- config_name: my_first_set_of_split\r\n data_files:\r\n - split: train\r\n path: *.csv\r\n- config_name: my_second_set_of_split\r\n data_files:\r\n - split: train\r\n path: train-*.csv\r\n -...
2024-11-10T07:45:19Z
2024-11-19T14:37:02Z
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### Feature request As far as I understand, automated construction of splits for hub datasets is currently based on either file names or directory structure ([as described here](https://huggingface.co/docs/datasets/en/repository_structure)) It would seem to be pretty useful to also allow splits to be based on ide...
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Concurrent loading in `load_from_disk` - `num_proc` as a param
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2024-11-08T23:21:40Z
2024-11-09T16:14:37Z
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### Feature request https://github.com/huggingface/datasets/pull/6464 mentions a `num_proc` param while loading dataset from disk, but can't find that in the documentation and code anywhere ### Motivation Make loading large datasets from disk faster ### Your contribution Happy to contribute if given pointers
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Release v3.1.0
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2024-11-08T16:17:58Z
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support for custom feature encoding/decoding
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[ "@lhoestq ", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7284). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-11-08T15:04:08Z
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Fix for https://github.com/huggingface/datasets/issues/7220 as suggested in discussion, in preference to #7221 (only concern would be on effect on type checking with custom feature types that aren't covered by FeatureType?)
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7,283
Allow for variation in metadata file names as per issue #7123
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2024-11-08T00:44:47Z
2024-11-08T00:44:47Z
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Allow metadata files to have an identifying preface. Specifically, it will recognize files with `-metadata.csv` or `_metadata.csv` as metadata files for the purposes of the dataset viewer functionality. Resolves #7123.
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2,642,075,491
I_kwDODunzps6det9j
7,282
Faulty datasets.exceptions.ExpectedMoreSplitsError
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2024-11-07T20:15:01Z
2024-11-07T20:15:42Z
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CONTRIBUTOR
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### Describe the bug Trying to download only the 'validation' split of my dataset; instead hit the error `datasets.exceptions.ExpectedMoreSplitsError`. Appears to be the same undesired behavior as reported in [#6939](https://github.com/huggingface/datasets/issues/6939), but with `data_files`, not `data_dir`. Her...
null
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2,640,346,339
I_kwDODunzps6dYHzj
7,281
File not found error
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[ "Link to the dataset: https://huggingface.co/datasets/MichielBontenbal/UrbanSounds " ]
2024-11-07T09:04:49Z
2024-11-07T09:22:43Z
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### Describe the bug I get a FileNotFoundError: <img width="944" alt="image" src="https://github.com/user-attachments/assets/1336bc08-06f6-4682-a3c0-071ff65efa87"> ### Steps to reproduce the bug See screenshot. ### Expected behavior I want to load one audiofile from the dataset. ### Environmen...
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2,639,977,077
I_kwDODunzps6dWtp1
7,280
Add filename in error message when ReadError or similar occur
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[ "Hi Elisa, please share the error traceback here, and if you manage to find the location in the `datasets` code where the error occurs, feel free to open a PR to add the necessary logging / improve the error message.", "> please share the error traceback\n\nI don't have access to it but it should be during [this ...
2024-11-07T06:00:53Z
2024-11-20T13:23:12Z
null
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Please update error messages to include relevant information for debugging when loading datasets with `load_dataset()` that may have a few corrupted files. Whenever downloading a full dataset, some files might be corrupted (either at the source or from downloading corruption). However the errors often only let me k...
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7,279
Feature proposal: Stacking, potentially heterogeneous, datasets
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2024-11-05T15:40:50Z
2024-11-05T15:40:50Z
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### Introduction Hello there, I noticed that there are two ways to combine multiple datasets: Either through `datasets.concatenate_datasets` or `datasets.interleave_datasets`. However, to my knowledge (please correct me if I am wrong) both approaches require the datasets that are combined to have the same features....
null
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2,633,436,151
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7,278
Let soundfile directly read local audio files
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2024-11-04T17:41:13Z
2024-11-18T14:01:25Z
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- [x] Fixes #7276
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Add link to video dataset
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7277). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-11-04T10:45:12Z
2024-11-04T17:05:06Z
2024-11-04T17:05:06Z
CONTRIBUTOR
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This PR updates https://huggingface.co/docs/datasets/loading to also link to the new video loading docs. cc @mfarre
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7,276
Accessing audio dataset value throws Format not recognised error
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[ "Hi ! can you try if this works ?\r\n\r\n```python\r\nimport soundfile as sf\r\n\r\nwith open('C:\\\\Users\\\\Nawaz-Server\\\\.cache\\\\huggingface\\\\hub\\\\datasets--fawazahmed0--bug-audio\\\\snapshots\\\\fab1398431fed1c0a2a7bff0945465bab8b5daef\\\\data\\\\Ghamadi\\\\037136.mp3', 'rb') as f:\r\n print(sf.read(...
2024-11-04T05:59:13Z
2024-11-09T18:51:52Z
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### Describe the bug Accessing audio dataset value throws `Format not recognised error` ### Steps to reproduce the bug **code:** ```py from datasets import load_dataset dataset = load_dataset("fawazahmed0/bug-audio") for data in dataset["train"]: print(data) ``` **output:** ```bash (mypy) ...
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load_dataset
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2024-11-04T03:01:44Z
2024-11-04T03:01:44Z
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### Describe the bug I am performing two operations I see on a hugging face tutorial (Fine-tune a language model), and I am defining every aspect inside the mapped functions, also some imports of the library because it doesnt identify anything not defined outside that function where the dataset elements are being mapp...
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7,274
[MINOR:TYPO] Fix typo in exception text
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2024-11-01T21:15:29Z
2025-05-21T13:17:20Z
2025-05-21T13:17:20Z
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Raise error for incorrect JSON serialization
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[ "PTAL @lhoestq @albertvillanova ", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7273). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-11-01T11:54:35Z
2024-11-18T11:25:01Z
2024-11-18T11:25:01Z
CONTRIBUTOR
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Raise error when `lines = False` and `batch_size < Dataset.num_rows` in `Dataset.to_json()`. Issue: #7037 Related PRs: #7039 #7181
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fix conda release worlflow
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Set dev version
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Release: 3.1.0
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Memory leak when streaming
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[ "I seem to have encountered the same problem when loading non streaming datasets. load_from_disk. Causing hundreds of GB of memory, but the dataset actually only has 50GB", "FYI when streaming parquet data, only one row group per worker is loaded in memory at a time.\r\n\r\nBtw for datasets of embeddings you can ...
2024-10-31T13:33:52Z
2025-09-02T12:24:31Z
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### Describe the bug I try to use a dataset with streaming=True, the issue I have is that the RAM usage becomes higher and higher until it is no longer sustainable. I understand that huggingface store data in ram during the streaming, and more worker in dataloader there are, more a lot of shard will be stored in ...
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load_from_disk
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[ "Hello, It's an interesting issue here. I have the same problem, I have a local dataset and I want to push the dataset to the hub but huggingface does a copy of it.\r\n\r\n```py\r\nfrom datasets import load_dataset\r\n\r\ndataset = load_dataset(\"webdataset\", data_files=\"/media/works/data/*.tar\") # copy here\r\n...
2024-10-31T11:51:56Z
2025-07-01T08:42:17Z
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### Describe the bug I have data saved with save_to_disk. The data is big (700Gb). When I try loading it, the only option is load_from_disk, and this function copies the data to a tmp directory, causing me to run out of disk space. Is there an alternative solution to that? ### Steps to reproduce the bug when trying ...
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Source installation fails on Macintosh with python 3.10
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[ "I encountered the same problem on M1, a workaround I did was to simply comment out the dependency:\r\n\r\n```python\r\n...\r\n \"zstandard\",\r\n \"polars[timezone]>=0.20.0\",\r\n # \"decord==0.6.0\",\r\n]\r\n```\r\n\r\nThis worked for me as the adjustments I did to the code do not use the dependency, but...
2024-10-31T10:18:45Z
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### Describe the bug Hi, Decord is a dev dependency not maintained since couple years. It does not have an ARM package available rendering it uninstallable on non-intel based macs Suggestion is to move to eva-decord (https://github.com/georgia-tech-db/eva-decord) which doesnt have this problem. Happy to...
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The dataset viewer should be available soon. Please retry later.
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[ "Waiting is all you need. 10 hours later, it works." ]
2024-10-30T16:32:00Z
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### Describe the bug After waiting for 2 hours, it still presents ``The dataset viewer should be available soon. Please retry later.'' ### Steps to reproduce the bug dataset link: https://huggingface.co/datasets/BryanW/HI_EDIT ### Expected behavior Present the dataset viewer. ### Environment info NA
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Disallow video push_to_hub
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fix docs relative links
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Small addition to video docs
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7,262
Allow video with disabeld decoding without decord
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7262). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-10-29T10:54:04Z
2024-10-29T10:56:19Z
2024-10-29T10:55:37Z
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for the viewer, this way it can use Video(decode=False) and doesn't need decord (which causes segfaults)
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2,620,510,840
I_kwDODunzps6cMdJ4
7,261
Cannot load the cache when mapping the dataset
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[ "@zhangn77 Hi ,have you solved this problem? I encountered the same issue during training. Could we discuss it?", "I also encountered the same problem, why is that?" ]
2024-10-29T08:29:40Z
2025-03-24T13:27:55Z
null
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### Describe the bug I'm training the flux controlnet. The train_dataset.map() takes long time to finish. However, when I killed one training process and want to restart a new training with the same dataset. I can't reuse the mapped result even I defined the cache dir for the dataset. with accelerator.main_process_...
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2,620,014,285
I_kwDODunzps6cKj7N
7,260
cache can't cleaned or disabled
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[ "Hey I have a similar problem and found a workaround using [temporary directories](https://docs.python.org/3/library/tempfile.html):\r\n\r\n```python\r\nfrom tempfile import TemporaryDirectory\r\n\r\nwith TemporaryDirectory() as cache_dir:\r\n data = load_dataset('json', data_files=save_local_path, split='train'...
2024-10-29T03:15:28Z
2024-12-11T09:04:52Z
null
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### Describe the bug I tried following ways, the cache can't be disabled. I got 2T data, but I also got more than 2T cache file. I got pressure on storage. I need to diable cache or cleaned immediately after processed. Following ways are all not working, please give some help! ```python from datasets import ...
null
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2,618,909,241
PR_kwDODunzps6AIEY-
7,259
Don't embed videos
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7259). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2024-10-28T16:25:10Z
2024-10-28T16:27:34Z
2024-10-28T16:26:01Z
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don't include video bytes when running download_and_prepare(format="parquet") this also affects push_to_hub which will just upload the local paths of the videos though
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7,258
Always set non-null writer batch size
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2024-10-28T15:26:14Z
2024-10-28T15:28:41Z
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bug introduced in #7230, it was preventing the Viewer limit writes to work
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7,257
fix ci for pyarrow 18
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2024-10-28T14:31:34Z
2024-10-28T14:34:05Z
2024-10-28T14:31:44Z
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7,256
Retry all requests timeouts
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2024-10-28T14:23:16Z
2024-10-28T14:56:28Z
2024-10-28T14:56:26Z
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as reported in https://github.com/huggingface/datasets/issues/6843
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fix decord import
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2024-10-28T14:08:19Z
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delay the import until Video() is instantiated + also import duckdb first (otherwise importing duckdb later causes a segfault)
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7,254
mismatch for datatypes when providing `Features` with `Array2D` and user specified `dtype` and using with_format("numpy")
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[ "It seems that https://github.com/huggingface/datasets/issues/5517 is exactly the same issue.\r\n\r\nIt was mentioned there that this would be fixed in version 3.x" ]
2024-10-26T22:06:27Z
2024-10-26T22:07:37Z
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### Describe the bug If the user provides a `Features` type value to `datasets.Dataset` with members having `Array2D` with a value for `dtype`, it is not respected during `with_format("numpy")` which should return a `np.array` with `dtype` that the user provided for `Array2D`. It seems for floats, it will be set to `f...
null
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I_kwDODunzps6b6uO6
7,253
Unable to upload a large dataset zip either from command line or UI
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2024-10-26T13:17:06Z
2024-10-26T13:17:06Z
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### Describe the bug Unable to upload a large dataset zip from command line or UI. UI simply says error. I am trying to a upload a tar.gz file of 17GB. <img width="550" alt="image" src="https://github.com/user-attachments/assets/f9d29024-06c8-49c4-a109-0492cff79d34"> <img width="755" alt="image" src="https://githu...
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7,252
Add IterableDataset.shard()
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7252). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Is there some way to get this to work for pytorch dataloader workers?\r\n\r\neg. start ...
2024-10-25T11:07:12Z
2025-03-21T03:58:43Z
2024-10-25T15:45:22Z
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Will be useful to distribute a dataset across workers (other than pytorch) like spark I also renamed `.n_shards` -> `.num_shards` for consistency and kept the old name for backward compatibility. And a few changes in internal functions for consistency as well (rank, world_size -> num_shards, index) Breaking chang...
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7,251
Missing video docs
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Basic XML support (mostly copy pasted from text)
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2024-10-24T16:14:50Z
2024-10-24T16:19:18Z
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MEMBER
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enable the viewer for datasets like https://huggingface.co/datasets/FrancophonIA/e-calm (there will be more and more apparently)
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How to debugging
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2024-10-24T01:03:51Z
2024-10-24T01:03:51Z
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### Describe the bug I wanted to use my own script to handle the processing, and followed the tutorial documentation by rewriting the MyDatasetConfig and MyDatasetBuilder (which contains the _info,_split_generators and _generate_examples methods) classes. Testing with simple data was able to output the results of the ...
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I_kwDODunzps6bkE_J
7,248
ModuleNotFoundError: No module named 'datasets.tasks'
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[ "tasks was removed in v3: #6999 \r\n\r\nI also don't see why TextClassification is imported, since it's not used after. So the fix is simple: delete this line.", "I opened https://huggingface.co/datasets/knowledgator/events_classification_biotech/discussions/7 to remove the line, hopefully the dataset owner will ...
2024-10-23T21:58:25Z
2024-10-24T17:00:19Z
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### Describe the bug --------------------------------------------------------------------------- ModuleNotFoundError Traceback (most recent call last) [<ipython-input-9-13b5f31bd391>](https://bcb6shpazyu-496ff2e9c6d22116-0-colab.googleusercontent.com/outputframe.html?vrz=colab_20241022-060119_R...
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7,247
Adding column with dict struction when mapping lead to wrong order
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2024-10-22T18:55:11Z
2024-10-22T18:55:23Z
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### Describe the bug in `map()` function, I want to add a new column with a dict structure. ``` def map_fn(example): example['text'] = {'user': ..., 'assistant': ...} return example ``` However this leads to a wrong order `{'assistant':..., 'user':...}` in the dataset. Thus I can't concatenate two datasets ...
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Set dev version
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2024-10-22T15:04:47Z
2024-10-22T15:07:31Z
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Release: 3.0.2
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2024-10-22T14:53:34Z
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use huggingface_hub offline mode
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2024-10-22T13:27:16Z
2024-10-22T14:10:45Z
2024-10-22T14:10:20Z
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and better handling of LocalEntryNotfoundError cc @Wauplin follow up to #7234
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7,243
ArrayXD with None as leading dim incompatible with DatasetCardData
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[ "It looks like `CardData` in `huggingface_hub` removes None values where it shouldn't. Indeed it calls `_remove_none` on the return of `to_dict()`:\r\n\r\n```python\r\n def to_dict(self) -> Dict[str, Any]:\r\n \"\"\"Converts CardData to a dict.\r\n\r\n Returns:\r\n `dict`: CardData repre...
2024-10-21T15:08:13Z
2024-10-22T14:18:10Z
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CONTRIBUTOR
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### Describe the bug Creating a dataset with ArrayXD features leads to errors when downloading from hub due to DatasetCardData removing the Nones @lhoestq ### Steps to reproduce the bug ```python import numpy as np from datasets import Array2D, Dataset, Features, load_dataset def examples_generator():...
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7,241
`push_to_hub` overwrite argument
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[ "Hi ! Do you mean deleting all the files ? or erasing the repository git history before push_to_hub ?", "Hi! I meant the latter.", "I don't think there is a `huggingface_hub` utility to erase the git history, cc @Wauplin maybe ?", "What is the goal exactly of deleting all the git history without deleting the ...
2024-10-20T03:23:26Z
2024-10-24T17:39:08Z
2024-10-24T17:39:08Z
NONE
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### Feature request Add an `overwrite` argument to the `push_to_hub` method. ### Motivation I want to overwrite a repo without deleting it on Hugging Face. Is this possible? I couldn't find anything in the documentation or tutorials. ### Your contribution I can create a PR.
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7,240
Feature Request: Add functionality to pass split types like train, test in DatasetDict.map
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2024-10-19T09:59:12Z
2025-01-06T08:04:08Z
2025-01-06T08:04:08Z
CONTRIBUTOR
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Hello datasets! We often encounter situations where we need to preprocess data differently depending on split types such as train, valid, and test. However, while DatasetDict.map has features to pass rank or index, there's no functionality to pass split types. Therefore, I propose adding a 'with_splits' parame...
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7,238
incompatibily issue when using load_dataset with datasets==3.0.1
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[ "Hi! I'm also getting the same issue - have you been able to find a solution to this? ", "From what I remember, I stayed at the \"downgraded\" version of dataset (2.21.0)" ]
2024-10-18T21:25:23Z
2024-12-09T09:49:32Z
null
NONE
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### Describe the bug There is a bug when using load_dataset with dataset version at 3.0.1 . Please see below in the "steps to reproduce the bug". To resolve the bug, I had to downgrade to version 2.21.0 OS: Ubuntu 24 (AWS instance) Python: same bug under 3.12 and 3.10 The error I had was: Traceback (most rec...
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7,236
[MINOR:TYPO] Update arrow_dataset.py
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2024-10-18T12:10:03Z
2024-10-24T15:06:43Z
2024-10-24T15:06:43Z
CONTRIBUTOR
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Fix wrong link. csv kwargs docstring link was pointing to pandas json docs.
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No need for dataset_info
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7234). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "merging this one for now, let me know if you'd like to see additional changes for error...
2024-10-17T09:54:03Z
2024-10-22T12:30:40Z
2024-10-21T16:44:34Z
MEMBER
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save a useless call to /api/datasets/repo_id
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7,233
数据集数量问题
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2024-10-17T07:41:44Z
2024-10-17T07:41:44Z
null
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### Describe the bug 这里我进行大模型微调,当数据集数量为718时,模型可以正常微调,但是当我添加一个在前718个数据集中的数据或者新增一个数据就会报错 ### Steps to reproduce the bug 1. 这里我的数据集可以微调的最后两个数据集是: { "messages": [ { "role": "user", "content": "完成校正装置设计后需要进行哪些工作?" }, { "role": "assistant", "content": "一旦完成校正装置设计后,需要进行系统实际调校...
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(Super tiny doc update) Mention to_polars
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[ "You are welcome!" ]
2024-10-17T06:08:53Z
2024-10-24T23:11:05Z
2024-10-24T15:06:16Z
CONTRIBUTOR
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polars is also quite popular now, thus this tiny update can tell users polars is supported
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