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2022-05-25 19:41:55
2025-04-10 19:00:54
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2025-04-11 17:22:48
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https://api.github.com/repos/huggingface/datasets/issues/7508
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2,986,612,934
I_kwDODunzps6yBBjG
7,508
Iterating over Image feature columns is extremely slow
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2025-04-10T19:00:54
2025-04-10T19:02:02
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We are trying to load datasets where the image column stores `PIL.PngImagePlugin.PngImageFile` images. However, iterating over these datasets is extremely slow. What I have found: 1. It is the presence of the image column that causes the slowdown. Removing the column from the dataset results in blazingly fast (as expe...
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2,984,309,806
I_kwDODunzps6x4PQu
7,507
Front-end statistical data quantity deviation
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2025-04-10T02:51:38
2025-04-10T02:51:47
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### Describe the bug While browsing the dataset at https://huggingface.co/datasets/NeuML/wikipedia-20250123, I noticed that a dataset with nearly 7M entries was estimated to be only 4M in size—almost half the actual amount. According to the post-download loading and the dataset_info (https://huggingface.co/datasets/Ne...
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https://api.github.com/repos/huggingface/datasets/issues/7506
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2,981,687,450
I_kwDODunzps6xuPCa
7,506
HfHubHTTPError: 429 Client Error: Too Many Requests for URL when trying to access Fineweb-10BT on 4A100 GPUs using SLURM
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2025-04-09T06:32:04
2025-04-09T06:32:04
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### Describe the bug I am trying to run some finetunings on 4 A100 GPUs using SLURM using axolotl training framework which in turn uses Huggingface's Trainer and Accelerate on [Fineweb-10BT](https://huggingface.co/datasets/HuggingFaceFW/fineweb), but I end up running into 429 Client Error: Too Many Requests for URL er...
null
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https://api.github.com/repos/huggingface/datasets/issues/7505
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2,979,926,156
I_kwDODunzps6xnhCM
7,505
HfHubHTTPError: 403 Forbidden: None. Cannot access content at: https://hf.co/api/s3proxy
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2025-04-08T14:08:40
2025-04-08T14:08:40
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I have already logged in Huggingface using CLI with my valid token. Now trying to download the datasets using following code: from transformers import WhisperProcessor, WhisperForConditionalGeneration, WhisperTokenizer, Trainer, TrainingArguments, DataCollatorForSeq2Seq from datasets import load_dataset, Data...
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https://api.github.com/repos/huggingface/datasets/issues/7504
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2,979,410,641
I_kwDODunzps6xljLR
7,504
BuilderConfig ParquetConfig(...) doesn't have a 'use_auth_token' key.
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[ "I encountered the same error, have you resolved it?" ]
2025-04-08T10:55:03
2025-04-11T08:55:15
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### Describe the bug Trying to run the following fine-tuning script (based on this page [here](https://github.com/huggingface/instruction-tuned-sd)): ``` ! accelerate launch /content/instruction-tuned-sd/finetune_instruct_pix2pix.py \ --pretrained_model_name_or_path=${MODEL_ID} \ --dataset_name=${DATASET_NAME...
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https://api.github.com/repos/huggingface/datasets/issues/7503
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2,978,512,625
I_kwDODunzps6xiH7x
7,503
Inconsistency between load_dataset and load_from_disk functionality
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2025-04-08T03:46:22
2025-04-08T03:46:22
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## Issue Description I've encountered confusion when using `load_dataset` and `load_from_disk` in the datasets library. Specifically, when working offline with the gsm8k dataset, I can load it using a local path: ```python import datasets ds = datasets.load_dataset('/root/xxx/datasets/gsm8k', 'main') ``` output: ```t...
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https://api.github.com/repos/huggingface/datasets/issues/7502
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2,977,453,814
I_kwDODunzps6xeFb2
7,502
`load_dataset` of size 40GB creates a cache of >720GB
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2025-04-07T16:52:34
2025-04-07T16:55:20
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Hi there, I am trying to load a dataset from the Hugging Face Hub and split it into train and validation splits. Somehow, when I try to do it with `load_dataset`, it exhausts my disk quota. So, I tried manually downloading the parquet files from the hub and loading them as follows: ```python ds = DatasetDict( ...
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https://api.github.com/repos/huggingface/datasets/issues/7501
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2,976,721,014
I_kwDODunzps6xbSh2
7,501
Nested Feature raises ArrowNotImplementedError: Unsupported cast using function cast_struct
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[ "Solved by the default `load_dataset(features)` parameters. Do not use `Sequence` for the `list` in `list[any]` json schema, just simply use `[]`. For example, `\"b\": Sequence({...})` fails but `\"b\": [{...}]` works fine." ]
2025-04-07T12:35:39
2025-04-07T12:43:04
2025-04-07T12:43:03
NONE
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### Describe the bug `datasets.Features` seems to be unable to handle json file that contains fields of `list[dict]`. ### Steps to reproduce the bug ```json // test.json {"a": 1, "b": [{"c": 2, "d": 3}, {"c": 4, "d": 5}]} {"a": 5, "b": [{"c": 7, "d": 8}, {"c": 9, "d": 10}]} ``` ```python import json from datasets i...
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2,974,841,921
I_kwDODunzps6xUHxB
7,500
Make `with_format` correctly indicate that a `Dataset` is compatible with PyTorch's `Dataset` class
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2025-04-06T09:56:09
2025-04-06T09:56:09
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### Feature request Currently `datasets` does not correctly indicate to the Python type-checker (e.g. `pyright` / `Pylance`) that the output of `with_format` is compatible with PyTorch's `Dataloader` since it does not indicate that the HuggingFace `Dataset` is compatible with the PyTorch `Dataset` class. It would be g...
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https://api.github.com/repos/huggingface/datasets/issues/7499
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2,973,489,126
PR_kwDODunzps6Rd4Zp
7,499
Added cache dirs to load and file_utils
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2025-04-04T22:36:04
2025-04-04T22:36:04
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When adding "cache_dir" to datasets.load_dataset, the cache_dir gets lost in the function calls, changing the cache dir to the default path. This fixes a few of these instances.
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2,969,218,273
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7,498
Extreme memory bandwidth.
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2025-04-03T11:09:08
2025-04-03T11:11:22
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### Describe the bug When I use hf datasets on 4 GPU with 40 workers I get some extreme memory bandwidth of constant ~3GB/s. However, if I wrap the dataset in `IterableDataset`, this issue is gone and the data also loads way faster (4x faster training on 1 worker). It seems like the workers don't share memory and b...
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2,968,553,693
I_kwDODunzps6w8Ijd
7,497
How to convert videos to images?
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2025-04-03T07:08:39
2025-04-03T07:09:24
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### Feature request Does someone know how to return the images from videos? ### Motivation I am trying to use openpi(https://github.com/Physical-Intelligence/openpi) to finetune my Lerobot dataset(V2.0 and V2.1). I find that although the codedaset is v2.0, they are different. It seems like Lerobot V2.0 has two versi...
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7,496
Json builder: Allow features to override problematic Arrow types
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2025-04-02T19:27:16
2025-04-02T19:27:16
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### Feature request In the JSON builder, use explicitly requested feature types before or while converting to Arrow. ### Motivation Working with JSON datasets is really hard because of Arrow. At the very least, it seems like it should be possible to work-around these problems by explicitly setting problematic colum...
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Columns in the dataset obtained though load_dataset do not correspond to the one in the dataset viewer since 3.4.0
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2025-04-02T17:01:11
2025-04-03T09:54:22
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### Describe the bug I have noticed that on my dataset named [BrunoHays/Accueil_UBS](https://huggingface.co/datasets/BrunoHays/Accueil_UBS), since the version 3.4.0, every column except audio is missing when I load the dataset. Interestingly, the dataset viewer still shows the correct columns ### Steps to reproduce ...
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7,494
Broken links in pdf loading documentation
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2025-04-02T06:45:22
2025-04-02T06:45:22
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### Describe the bug Hi, just a couple of small issues I ran into while reading the docs for [loading pdf data](https://huggingface.co/docs/datasets/main/en/document_load): 1. The link for the [`Create a pdf dataset`](https://huggingface.co/docs/datasets/main/en/document_load#pdffolder) points to https://huggingface....
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push_to_hub does not upload videos
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2025-04-01T17:00:20
2025-04-01T17:00:20
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### Describe the bug Hello, I would like to upload a video dataset (some .mp4 files and some segments within them), i.e. rows correspond to subsequences from videos. Videos might be referenced by several rows. I created a dataset locally and it references the videos and the video readers can read them correctly. I u...
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Closes #7457
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[ "This PR fixes issue #7457" ]
2025-03-30T20:41:20
2025-04-01T20:26:12
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This PR updates the documentation to include the HF_DATASETS_CACHE environment variable, which allows users to customize the cache location for datasets—similar to HF_HUB_CACHE for models.
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docs: update cache.mdx to include HF_DATASETS_CACHE documentation
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[ "Already included HF_DATASETS_CACHE" ]
2025-03-30T20:35:03
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(refactor) remove redundant logic in _check_valid_index_key
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This PR contributes a minor refactor, in a small function in `src/datasets/formatting/formatting.py`. No change in logic. In the original code, there are separate if-conditionals for `isinstance(key, range)` and `isinstance(key, Iterable)`, with essentially the same logic. This PR combines these two using a sin...
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fix: loading of datasets from Disk(#7373)
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[ "@nepfaff Could you confirm if this fixes the issue for you? I checked Memray, and everything looked good on my end.\r\n\r\nInstall: `pip install git+https://github.com/sam-hey/datasets.git@fix/concatenate_datasets`\r\n", "Will aim to get to this soon. I don't have a rapid testing pipeline setup but need to wait ...
2025-03-29T16:22:58
2025-04-03T14:02:19
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Fixes dataset loading from disk by ensuring that memory maps and streams are properly closed. For more details, see https://github.com/huggingface/datasets/issues/7373.
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Support underscore int read instruction
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7488). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "you rock, Quentin - thank you!" ]
2025-03-28T16:01:15
2025-03-28T16:20:44
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close https://github.com/huggingface/datasets/issues/7481
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Write pdf in map
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7487). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-03-28T15:49:25
2025-03-28T17:09:53
2025-03-28T17:09:51
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Fix this error when mapping a PDF dataset ``` pyarrow.lib.ArrowInvalid: Could not convert <pdfplumber.pdf.PDF object at 0x13498ee40> with type PDF: did not recognize Python value type when inferring an Arrow data type ``` and also let map() outputs be lists of images or pdfs
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7,486
`shared_datadir` fixture is missing
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[ "OK I was missing the `pytest-datadir` package. Sorry for the noise!" ]
2025-03-27T18:17:12
2025-03-27T19:49:11
2025-03-27T19:49:10
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### Describe the bug Running the tests for the latest release fails due to missing `shared_datadir` fixture. ### Steps to reproduce the bug Running `pytest` while building a package for Arch Linux leads to these errors: ``` ==================================== ERRORS ==================================== _________ E...
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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_7485). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-03-27T16:39:34
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Support skip_trying_type
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2025-03-27T07:07:20
2025-04-09T19:46:46
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This PR addresses Issue #7472 cc: @lhoestq
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Implement capability to restore non-nullability in Features
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[ "Interestingly, this does not close #7479. The Features are not correctly maintained when calling `from_dict` with the custom Features.", "Unfortunately this PR does not fix the reported issue. After more digging:\r\n\r\n- when the dataset is created, nullability information is lost in Features;\r\n- even with th...
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This PR attempts to keep track of non_nullable pyarrow fields when converting a `pa.Schema` to `Features`. At the same time, when outputting the `arrow_schema`, the original non-nullable fields are restored. This allows for more consistent behavior and avoids breaking behavior as illustrated in #7479. I am by no mea...
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deal with python `10_000` legal number in slice syntax
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[ "should be an easy fix, I opened a PR" ]
2025-03-26T20:10:54
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### Feature request ``` In [6]: ds = datasets.load_dataset("HuggingFaceH4/ultrachat_200k", split="train_sft[:1000]") In [7]: ds = datasets.load_dataset("HuggingFaceH4/ultrachat_200k", split="train_sft[:1_000]") [dozens of frames skipped] File /usr/local/lib/python3.10/dist-packages/datasets/arrow_reader.py:444, in _s...
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HF_DATASETS_CACHE ignored?
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[ "FWIW, it does eventually write to /tmp/roller/datasets when generating the final version.", "Hey, I’d love to work on this issue but I am a beginner, can I work it with you?", "Hi @lhoestq,\nI'd like to look into this issue but I'm still learning. Could you share any quick pointers on the HF_DATASETS_CACHE beh...
2025-03-26T17:19:34
2025-04-08T13:04:45
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### Describe the bug I'm struggling to get things to respect HF_DATASETS_CACHE. Rationale: I'm on a system that uses NFS for homedir, so downloading to NFS is expensive, slow, and wastes valuable quota compared to local disk. Instead, it seems to rely mostly on HF_HUB_CACHE. Current version: 3.2.1dev. In the process...
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7,479
Features.from_arrow_schema is destructive
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2025-03-26T16:46:43
2025-03-26T16:46:58
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### Describe the bug I came across this, perhaps niche, bug where `Features` does not/cannot account for pyarrow's `nullable=False` option in Fields. Interestingly, I found that in regular "flat" fields this does not necessarily lead to conflicts, but when a non-nullable field is in a struct, an incompatibility arises...
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update fsspec 2025.3.0
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[ "Sorry for tagging you @lhoestq but since you merged the linked PR, I wondered if you might be able to help me get this triaged so it can be reviewed/rejected etc. 🙏🏼 ", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7478). All of your documentation changes will be reflec...
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CONTRIBUTOR
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It appears there have been two releases of fsspec since this dependency was last updated, it would be great if Datasets could be updated so that it didn't hold back the usage of newer fsspec versions in consuming projects. PR based on https://github.com/huggingface/datasets/pull/7352
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What is the canonical way to compress a Dataset?
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[ "I saw this post by @lhoestq: https://discuss.huggingface.co/t/increased-arrow-table-size-by-factor-of-2/26561/4 suggesting that there is at least some internal code for writing sharded parquet datasets non-concurrently. This appears to be that code: https://github.com/huggingface/datasets/blob/94ccd1b4fada8a92cea...
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Given that Arrow is the preferred backend for a Dataset, what is a user supposed to do if they want concurrent reads, concurrent writes AND on-disk compression for a larger dataset? Parquet would be the obvious answer except that there is no native support for writing sharded, parquet datasets concurrently [[1](https:...
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7,476
Priotitize json
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7476). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-03-25T15:44:31
2025-03-25T15:47:00
2025-03-25T15:45:00
MEMBER
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`datasets` should load the JSON data in https://huggingface.co/datasets/facebook/natural_reasoning, not the PDF
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2,946,640,570
I_kwDODunzps6voiq6
7,475
IterableDataset's state_dict shard_example_idx is always equal to the number of samples in a shard
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[ "Hey, I’d love to work on this issue but I am a beginner, can I work it with you?", "Hello. I'm sorry but I don't have much time to get in the details for now.\nHave you managed to reproduce the issue with the code provided ?\nIf you want to work on it, you can self-assign and ask @lhoestq for directions", "Hi ...
2025-03-25T13:58:07
2025-04-09T08:20:41
null
CONTRIBUTOR
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### Describe the bug I've noticed a strange behaviour with Iterable state_dict: the value of shard_example_idx is always equal to the amount of samples in a shard. ### Steps to reproduce the bug I am reusing the example from the doc ```python from datasets import Dataset ds = Dataset.from_dict({"a": range(6)}).to_...
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2,945,066,258
PR_kwDODunzps6P91lM
7,474
Remove conditions for Python < 3.9
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2025-03-25T03:08:04
2025-03-25T03:12:31
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CONTRIBUTOR
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This PR remove conditions for Python < 3.9.
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2,939,034,643
I_kwDODunzps6vLhwT
7,473
Webdataset data format problem
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[ "I was able to work around it" ]
2025-03-21T17:23:52
2025-03-21T19:19:58
2025-03-21T19:19:58
NONE
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### Describe the bug Please see https://huggingface.co/datasets/ejschwartz/idioms/discussions/1 Error code: FileFormatMismatchBetweenSplitsError All three splits, train, test, and validation, use webdataset. But only the train split has more than one file. How can I force the other two splits to also be interpreted ...
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