Dataset Viewer
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https://api.github.com/repos/huggingface/datasets/issues/7142
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2,512,244,938
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7,142
Specifying datatype when adding a column to a dataset.
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2024-09-08T07:34:24
2024-09-08T07:35:26
null
NONE
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### Feature request There should be a way to specify the datatype of a column in `datasets.add_column()`. ### Motivation To specify a custom datatype, we have to use `datasets.add_column()` followed by `datasets.cast_column()` which is slow for large datasets. Another workaround is to pass a `numpy.array()` of desi...
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2,510,797,653
I_kwDODunzps6Vp7tV
7,141
Older datasets throwing safety errors with 2.21.0
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2024-09-06T16:26:30
2024-09-06T21:14:14
2024-09-06T19:09:29
NONE
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null
null
### Describe the bug The dataset loading was throwing some safety errors for this popular dataset `wmt14`. [in]: ``` import datasets # train_data = datasets.load_dataset("wmt14", "de-en", split="train") train_data = datasets.load_dataset("wmt14", "de-en", split="train") val_data = datasets.load_dataset(...
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2,508,078,858
I_kwDODunzps6Vfj8K
7,139
Use load_dataset to load imagenet-1K But find a empty dataset
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2024-09-05T15:12:22
2024-09-05T15:12:22
null
NONE
null
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### Describe the bug ```python def get_dataset(data_path, train_folder="train", val_folder="val"): traindir = os.path.join(data_path, train_folder) valdir = os.path.join(data_path, val_folder) def transform_val_examples(examples): transform = Compose([ Resize(256), ...
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2,507,738,308
I_kwDODunzps6VeQzE
7,138
Cache only changed columns?
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2024-09-05T12:56:47
2024-09-05T13:56:13
null
CONTRIBUTOR
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### Feature request Cache only the actual changes to the dataset i.e. changed columns. ### Motivation I realized that caching actually saves the complete dataset again. This is especially problematic for image datasets if one wants to only change another column e.g. some metadata and then has to save 5 TB again. #...
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2,506,851,048
I_kwDODunzps6Va4Lo
7,137
[BUG] dataset_info sequence unexpected behavior in README.md YAML
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2024-09-05T06:06:06
2024-09-09T15:55:50
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NONE
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### Describe the bug When working on `dataset_info` yaml, I find my data column with format `list[dict[str, str]]` cannot be coded correctly. My data looks like ``` {"answers":[{"text": "ADDRESS", "label": "abc"}]} ``` My `dataset_info` in README.md is: ``` dataset_info: - config_name: default feature...
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2,503,318,328
I_kwDODunzps6VNZs4
7,135
Bug: Type Mismatch in Dataset Mapping
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2024-09-03T16:37:01
2024-09-05T14:09:05
null
NONE
null
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# Issue: Type Mismatch in Dataset Mapping ## Description There is an issue with the `map` function in the `datasets` library where the mapped output does not reflect the expected type change. After applying a mapping function to convert an integer label to a string, the resulting type remains an integer instead of ...
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https://api.github.com/repos/huggingface/datasets/issues/7134
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2,499,484,041
I_kwDODunzps6U-xmJ
7,134
Attempting to return a rank 3 grayscale image from dataset.map results in extreme slowdown
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2024-09-01T13:55:41
2024-09-02T10:34:53
null
NONE
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### Describe the bug Background: Digital images are often represented as a (Height, Width, Channel) tensor. This is the same for huggingface datasets that contain images. These images are loaded in Pillow containers which offer, for example, the `.convert` method. I can convert an image from a (H,W,3) shape to a...
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https://api.github.com/repos/huggingface/datasets/issues/7129
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2,491,942,650
I_kwDODunzps6UiAb6
7,129
Inconsistent output in documentation example: `num_classes` not displayed in `ClassLabel` output
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2024-08-28T12:27:48
2024-08-28T12:27:48
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NONE
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In the documentation for [ClassLabel](https://huggingface.co/docs/datasets/v2.21.0/en/package_reference/main_classes#datasets.ClassLabel), there is an example of usage with the following code: ```` from datasets import Features features = Features({'label': ClassLabel(num_classes=3, names=['bad', 'ok', 'good'])}) ...
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2,490,274,775
I_kwDODunzps6UbpPX
7,128
Filter Large Dataset Entry by Entry
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2024-08-27T20:31:09
2024-08-27T20:31:09
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NONE
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### Feature request I am not sure if this is a new feature, but I wanted to post this problem here, and hear if others have ways of optimizing and speeding up this process. Let's say I have a really large dataset that I cannot load into memory. At this point, I am only aware of `streaming=True` to load the dataset....
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2,486,524,966
I_kwDODunzps6UNVwm
7,127
Caching shuffles by np.random.Generator results in unintiutive behavior
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2024-08-26T10:29:48
2024-08-26T10:35:57
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NONE
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### Describe the bug Create a dataset. Save it to disk. Load from disk. Shuffle, usning a `np.random.Generator`. Iterate. Shuffle again. Iterate. The iterates are different since the supplied np.random.Generator has progressed between the shuffles. Load dataset from disk again. Shuffle and Iterate. See same result ...
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2,484,003,937
I_kwDODunzps6UDuRh
7,123
Make dataset viewer more flexible in displaying metadata alongside images
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2024-08-23T22:56:01
2024-08-23T23:01:42
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NONE
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### Feature request To display images with their associated metadata in the dataset viewer, a `metadata.csv` file is required. In the case of a dataset with multiple subsets, this would require the CSVs to be contained in the same folder as the images since they all need to be named `metadata.csv`. The request is th...
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7,122
[interleave_dataset] sample batches from a single source at a time
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2024-08-23T07:21:15
2024-08-23T07:21:15
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NONE
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### Feature request interleave_dataset and [RandomlyCyclingMultiSourcesExamplesIterable](https://github.com/huggingface/datasets/blob/3813ce846e52824b38e53895810682f0a496a2e3/src/datasets/iterable_dataset.py#L816) enable us to sample data examples from different sources. But can we also sample batches in a similar man...
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2,476,555,659
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7,117
Audio dataset load everything in RAM and is very slow
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2024-08-20T21:18:12
2024-08-26T13:11:55
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Hello, I'm working with an audio dataset. I want to transcribe the audio that the dataset contain, and for that I use whisper. My issue is that the dataset load everything in the RAM when I map the dataset, obviously, when RAM usage is too high, the program crashes. To fix this issue, I'm using writer_batch_size tha...
null
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7,116
datasets cannot handle nested json if features is given.
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2024-08-20T12:27:49
2024-09-03T10:18:23
2024-09-03T10:18:07
NONE
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### Describe the bug I have a json named temp.json. ```json {"ref1": "ABC", "ref2": "DEF", "cuts":[{"cut1": 3, "cut2": 5}]} ``` I want to load it. ```python ds = datasets.load_dataset('json', data_files="./temp.json", features=datasets.Features({ 'ref1': datasets.Value('string'), 'ref2': datasets.Value...
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2,475,363,142
I_kwDODunzps6TiwtG
7,115
module 'pyarrow.lib' has no attribute 'ListViewType'
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2024-08-20T11:05:44
2024-09-10T06:51:08
2024-09-10T06:51:08
NONE
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### Describe the bug Code: `!pipuninstall -y pyarrow !pip install --no-cache-dir pyarrow !pip uninstall -y pyarrow !pip install pyarrow --no-cache-dir !pip install --upgrade datasets transformers pyarrow !pip install pyarrow.parquet ! pip install pyarrow-core libparquet !pip install pyarrow --no-cache-di...
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2,475,029,640
I_kwDODunzps6ThfSI
7,113
Stream dataset does not iterate if the batch size is larger than the dataset size (related to drop_last_batch)
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2024-08-20T08:26:40
2024-08-26T04:24:11
2024-08-26T04:24:10
NONE
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### Describe the bug Hi there, I use streaming and interleaving to combine multiple datasets saved in jsonl files. The size of dataset can vary (from 100ish to 100k-ish). I use dataset.map() and a big batch size to reduce the IO cost. It was working fine with datasets-2.16.1 but this problem shows up after I upgr...
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2,475,004,644
I_kwDODunzps6ThZLk
7,112
cudf-cu12 24.4.1, ibis-framework 8.0.0 requires pyarrow<15.0.0a0,>=14.0.1,pyarrow<16,>=2 and datasets 2.21.0 requires pyarrow>=15.0.0
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2024-08-20T08:13:55
2024-08-20T08:14:25
null
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### Describe the bug !pip install accelerate>=0.16.0 torchvision transformers>=4.25.1 datasets>=2.19.1 ftfy tensorboard Jinja2 peft==0.7.0 ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts. c...
null
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2,474,915,845
I_kwDODunzps6ThDgF
7,111
CI is broken for numpy-2: Failed to fetch wheel: llvmlite==0.34.0
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2024-08-20T07:27:28
2024-08-21T05:05:36
2024-08-20T09:02:36
MEMBER
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Ci is broken with error `Failed to fetch wheel: llvmlite==0.34.0`: https://github.com/huggingface/datasets/actions/runs/10466825281/job/28984414269 ``` Run uv pip install --system "datasets[tests_numpy2] @ ." Resolved 150 packages in 4.42s error: Failed to prepare distributions Caused by: Failed to fetch wheel: ...
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2,473,367,848
I_kwDODunzps6TbJko
7,109
ConnectionError for gated datasets and unauthenticated users
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2024-08-19T13:27:45
2024-08-20T09:14:36
2024-08-20T09:14:35
MEMBER
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Since the Hub returns dataset info for gated datasets and unauthenticated users, there is dead code: https://github.com/huggingface/datasets/blob/98fdc9e78e6d057ca66e58a37f49d6618aab8130/src/datasets/load.py#L1846-L1852 We should remove the dead code and properly handle this case: currently we are raising a `Connect...
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2,470,665,327
I_kwDODunzps6TQ1xv
7,108
website broken: Create a new dataset repository, doesn't create a new repo in Firefox
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2024-08-16T17:23:00
2024-08-19T13:21:12
2024-08-19T06:52:48
NONE
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### Describe the bug This issue is also reported here: https://discuss.huggingface.co/t/create-a-new-dataset-repository-broken-page/102644 This page is broken. https://huggingface.co/new-dataset I fill in the form with my text, and click `Create Dataset`. ![Screenshot 2024-08-16 at 15 55 37](https://github....
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7,107
load_dataset broken in 2.21.0
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2024-08-16T14:59:51
2024-08-18T09:28:43
2024-08-18T09:27:12
NONE
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### Describe the bug `eval_set = datasets.load_dataset("tatsu-lab/alpaca_eval", "alpaca_eval_gpt4_baseline", trust_remote_code=True)` used to work till 2.20.0 but doesn't work in 2.21.0 In 2.20.0: ![Screenshot 2024-08-16 at 3 57 10 PM](https://github.com/user-attachments/assets/0516489b-8187-486d-bee8-88af3381de...
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I_kwDODunzps6TCc0y
7,102
Slow iteration speeds when using IterableDataset.shuffle with load_dataset(data_files=..., streaming=True)
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2024-08-14T21:44:44
2024-08-15T16:17:31
null
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### Describe the bug When I load a dataset from a number of arrow files, as in: ``` random_dataset = load_dataset( "arrow", data_files={split: shard_filepaths}, streaming=True, split=split, ) ``` I'm able to get fast iteration speeds when iterating over the dataset without shuffling. ...
null
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7,101
`load_dataset` from Hub with `name` to specify `config` using incorrect builder type when multiple data formats are present
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2024-08-14T18:12:25
2024-08-18T10:33:38
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Following [documentation](https://huggingface.co/docs/datasets/repository_structure#define-your-splits-and-subsets-in-yaml) I had defined different configs for [`Dataception`](https://huggingface.co/datasets/bigdata-pw/Dataception), a dataset of datasets: ```yaml configs: - config_name: dataception data_files: ...
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2,465,529,414
I_kwDODunzps6S9P5G
7,100
IterableDataset: cannot resolve features from list of numpy arrays
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2024-08-14T11:01:51
2024-08-14T11:01:51
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### Describe the bug when resolve features of `IterableDataset`, got `pyarrow.lib.ArrowInvalid: Can only convert 1-dimensional array values` error. ``` Traceback (most recent call last): File "test.py", line 6 iter_ds = iter_ds._resolve_features() File "lib/python3.10/site-packages/datasets/iterable_dat...
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2,458,455,489
I_kwDODunzps6SiQ3B
7,097
Some of DownloadConfig's properties are always being overridden in load.py
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2024-08-09T18:26:37
2024-08-09T18:26:37
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### Describe the bug The `extract_compressed_file` and `force_extract` properties of DownloadConfig are always being set to True in the function `dataset_module_factory` in the `load.py` file. This behavior is very annoying because data extracted will just be ignored the next time the dataset is loaded. See this im...
null
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2,454,413,074
I_kwDODunzps6SS18S
7,093
Add Arabic Docs to datasets
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2024-08-07T21:48:05
2024-08-07T21:48:05
null
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### Feature request Add Arabic Docs to datasets [Datasets Arabic](https://github.com/AhmedAlmaghz/datasets/blob/main/docs/source/ar/index.mdx) ### Motivation @AhmedAlmaghz https://github.com/AhmedAlmaghz/datasets/blob/main/docs/source/ar/index.mdx ### Your contribution @AhmedAlmaghz https://github.com/AhmedAlma...
null
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2,451,393,658
I_kwDODunzps6SHUx6
7,092
load_dataset with multiple jsonlines files interprets datastructure too early
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2024-08-06T17:42:55
2024-08-08T16:35:01
null
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### Describe the bug likely related to #6460 using `datasets.load_dataset("json", data_dir= ... )` with multiple `.jsonl` files will error if one of the files (maybe the first file?) contains a full column of empty data. ### Steps to reproduce the bug real world example: data is available in this [PR-bra...
null
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2,449,699,490
I_kwDODunzps6SA3Ki
7,090
The test test_move_script_doesnt_change_hash fails because it runs the 'python' command while the python executable has a different name
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2024-08-06T00:35:05
2024-08-06T00:35:05
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### Describe the bug Tests should use the same pythin path as they are launched with, which in the case of FreeBSD is /usr/local/bin/python3.11 Failure: ``` if err_filename is not None: > raise child_exception_type(errno_num, err_msg, err_filename) E FileNotFo...
null
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2,449,479,500
I_kwDODunzps6SABdM
7,089
Missing pyspark dependency causes the testsuite to error out, instead of a few tests to be skipped
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2024-08-05T21:05:11
2024-08-05T21:05:11
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### Describe the bug see the subject ### Steps to reproduce the bug regular tests ### Expected behavior n/a ### Environment info version 2.20.0
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2,447,383,940
I_kwDODunzps6R4B2E
7,088
Disable warning when using with_format format on tensors
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2024-08-05T00:45:50
2024-08-05T00:45:50
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### Feature request If we write this code: ```python """Get data and define datasets.""" from enum import StrEnum from datasets import load_dataset from torch.utils.data import DataLoader from torchvision import transforms class Split(StrEnum): """Describes what type of split to use in the dataloa...
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2,447,158,643
I_kwDODunzps6R3K1z
7,087
Unable to create dataset card for Lushootseed language
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2024-08-04T14:27:04
2024-08-06T06:59:23
2024-08-06T06:59:22
NONE
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### Feature request While I was creating the dataset which contained all documents from the Lushootseed Wikipedia, the dataset card asked me to enter which language the dataset was in. Since Lushootseed is a critically endangered language, it was not available as one of the options. Is it possible to allow entering la...
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2,445,516,829
I_kwDODunzps6Rw6Ad
7,086
load_dataset ignores cached datasets and tries to hit HF Hub, resulting in API rate limit errors
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2024-08-02T18:12:23
2024-08-02T18:12:23
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### Describe the bug I have been running lm-eval-harness a lot which has results in an API rate limit. This seems strange, since all of the data should be cached locally. I have in fact verified this. ### Steps to reproduce the bug 1. Be Me 2. Run `load_dataset("TAUR-Lab/MuSR")` 3. Hit rate limit error 4. Dataset...
null
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I_kwDODunzps6Rb5Oq
7,085
[Regression] IterableDataset is broken on 2.20.0
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2024-07-31T13:01:59
2024-08-22T14:49:37
2024-08-22T14:49:07
NONE
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### Describe the bug In the latest version of datasets there is a major regression, after creating an `IterableDataset` from a generator and applying a few operations (`map`, `select`), you can no longer iterate through the dataset multiple times. The issue seems to stem from the recent addition of "resumable Itera...
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2,439,519,534
I_kwDODunzps6RaB0u
7,084
More easily support streaming local files
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2024-07-31T09:03:15
2024-07-31T09:05:58
null
CONTRIBUTOR
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### Feature request Simplify downloading and streaming datasets locally. Specifically, perhaps add an option to `load_dataset(..., streaming="download_first")` or add better support for streaming symlinked or arrow files. ### Motivation I have downloaded FineWeb-edu locally and currently trying to stream the d...
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7,080
Generating train split takes a long time
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2024-07-29T01:42:43
2024-07-29T01:42:43
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### Describe the bug Loading a simple webdataset takes ~45 minutes. ### Steps to reproduce the bug ``` from datasets import load_dataset dataset = load_dataset("PixArt-alpha/SAM-LLaVA-Captions10M") ``` ### Expected behavior The dataset should load immediately as it does when loaded through a normal indexed WebD...
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2,433,363,298
I_kwDODunzps6RCi1i
7,079
HfHubHTTPError: 500 Server Error: Internal Server Error for url:
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2024-07-27T08:21:03
2024-07-27T20:06:44
2024-07-27T19:52:30
NONE
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### Describe the bug newly uploaded datasets, since yesterday, yields an error. old datasets, works fine. Seems like the datasets api server returns a 500 I'm getting the same error, when I invoke `load_dataset` with my dataset. Long discussion about it here, but I'm not sure anyone from huggingface have s...
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2,432,345,489
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column_names ignored by load_dataset() when loading CSV file
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2024-07-26T14:18:04
2024-07-30T07:52:26
null
NONE
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### Describe the bug load_dataset() ignores the column_names kwarg when loading a CSV file. Instead, it uses whatever values are on the first line of the file. ### Steps to reproduce the bug Call `load_dataset` to load data from a CSV file and specify `column_names` kwarg. ### Expected behavior The resulting da...
null
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7,073
CI is broken for convert_to_parquet: Invalid rev id: refs/pr/1 404 error causes RevisionNotFoundError
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2024-07-26T08:27:41
2024-07-27T05:48:02
2024-07-26T09:16:13
MEMBER
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See: https://github.com/huggingface/datasets/actions/runs/10095313567/job/27915185756 ``` FAILED tests/test_hub.py::test_convert_to_parquet - huggingface_hub.utils._errors.RevisionNotFoundError: 404 Client Error. (Request ID: Root=1-66a25839-31ce7b475e70e7db1e4d44c2;b0c8870f-d5ef-4bf2-a6ff-0191f3df0f64) Revision N...
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2024-07-25T17:03:24
2024-07-25T20:36:11
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2,430,313,011
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7,071
Filter hangs
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2024-07-25T15:29:05
2024-07-25T15:36:59
null
NONE
null
null
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### Describe the bug When trying to filter my custom dataset, the process hangs, regardless of the lambda function used. It appears to be an issue with the way the Images are being handled. The dataset in question is a preprocessed version of https://huggingface.co/datasets/danaaubakirova/patfig where notably, I hav...
null
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