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https://api.github.com/repos/huggingface/datasets/issues/7563
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3,046,351,253
PR_kwDODunzps6VS0QL
7,563
set dev version
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7563). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-05-07T15:18:29
2025-05-07T15:21:05
2025-05-07T15:18:36
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https://api.github.com/repos/huggingface/datasets/issues/7562
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release: 3.6.0
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2025-05-07T15:15:13
2025-05-07T15:17:46
2025-05-07T15:15:21
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https://api.github.com/repos/huggingface/datasets/issues/7561
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3,046,302,653
I_kwDODunzps61kuO9
7,561
NotImplementedError: <class 'datasets.iterable_dataset.RepeatExamplesIterable'> doesn't implement num_shards yet
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2025-05-07T15:05:42
2025-05-07T15:05:42
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### Describe the bug When using `.repeat()` on an `IterableDataset`, this error gets thrown. There is [this thread](https://discuss.huggingface.co/t/making-an-infinite-iterabledataset/146192/5) that seems to imply the fix is trivial, but I don't know anything about this codebase, so I'm opening this issue rather than ...
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3,046,265,500
PR_kwDODunzps6VShIc
7,560
fix decoding tests
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7560). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-05-07T14:56:14
2025-05-07T14:59:02
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3,046,177,078
PR_kwDODunzps6VSNiX
7,559
fix aiohttp import
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7559). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-05-07T14:31:32
2025-05-07T14:34:34
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fix regression
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7558). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-05-07T13:56:03
2025-05-07T13:58:52
2025-05-07T13:56:18
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reported in https://github.com/huggingface/datasets/pull/7557 (I just reorganized the condition) wanted to apply this change to the original PR but github didn't let me apply it directly - merging this one instead
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3,045,962,076
PR_kwDODunzps6VRenr
7,557
check for empty _formatting
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[ "Thanks for reporting and for the fix ! I tried to reorganize the condition in your PR but didn't get the right permission so. I ended up merging https://github.com/huggingface/datasets/pull/7558 directly so I can make a release today - I hope you don't mind" ]
2025-05-07T13:22:37
2025-05-07T13:57:12
2025-05-07T13:57:12
CONTRIBUTOR
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Fixes a regression from #7553 breaking shuffling of iterable datasets <img width="884" alt="Screenshot 2025-05-07 at 9 16 52 AM" src="https://github.com/user-attachments/assets/d2f43c5f-4092-4efe-ac31-a32cbd025fe3" />
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7,556
Add `--merge-pull-request` option for `convert_to_parquet`
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[ "This is ready for a review, happy to make any changes. The main question for maintainers is how this should interact with #7555. If my suggestion there is accepted, this PR can be kept as is. If not, more changes are required to merge all the PR parts." ]
2025-05-06T18:05:05
2025-05-07T17:41:16
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Closes #7527 Note that this implementation **will only merge the last PR in the case that they get split up by `push_to_hub`**. See https://github.com/huggingface/datasets/discussions/7555 for more details.
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7,554
datasets downloads and generates all splits, even though a single split is requested (for dataset with loading script)
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[ "Hi ! there has been some effort on allowing to download only a subset of splits in https://github.com/huggingface/datasets/pull/6832 but no one has been continuing this work so far. This would be a welcomed contribution though\n\nAlso note that loading script are often unoptimized, and we recommend using datasets ...
2025-05-06T14:43:38
2025-05-07T14:53:45
2025-05-07T14:53:44
NONE
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### Describe the bug `datasets` downloads and generates all splits, even though a single split is requested. [This](https://huggingface.co/datasets/jordiae/exebench) is the dataset in question. It uses a loading script. I am not 100% sure that this is a bug, because maybe with loading scripts `datasets` must actual...
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7,553
Rebatch arrow iterables before formatted iterable
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7553). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@lhoestq Our CI found an issue with this changeset causing a regression with shuffling ...
2025-05-06T13:59:58
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2025-05-06T14:03:42
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close https://github.com/huggingface/datasets/issues/7538 and https://github.com/huggingface/datasets/issues/7475
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7,552
Enable xet in push to hub
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7552). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-05-05T17:02:09
2025-05-06T12:42:51
2025-05-06T12:42:48
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follows https://github.com/huggingface/huggingface_hub/pull/3035 related to https://github.com/huggingface/datasets/issues/7526
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Issue with offline mode and partial dataset cached
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[ "It seems the problem comes from builder.py / create_config_id()\n\nOn the first call, when the cache is empty we have\n```\nconfig_kwargs = {'data_files': {'train': ['hf://datasets/uonlp/CulturaX@6a8734bc69fefcbb7735f4f9250f43e4cd7a442e/fr/fr_part_00038.parquet']}}\n```\nleading to config_id beeing 'default-2935e8...
2025-05-04T16:49:37
2025-05-04T17:20:57
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### Describe the bug Hi, a issue related to #4760 here when loading a single file from a dataset, unable to access it in offline mode afterwards ### Steps to reproduce the bug ```python import os # os.environ["HF_HUB_OFFLINE"] = "1" os.environ["HF_TOKEN"] = "xxxxxxxxxxxxxx" import datasets dataset_name = "uonlp/...
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disable aiohttp depend for python 3.13t free-threading compat
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2025-05-03T00:28:18
2025-05-03T00:28:24
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TypeError: Couldn't cast array of type string to null on webdataset format dataset
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[ "seems to get fixed by explicitly adding `dataset_infos.json` like this\n\n```json\n{\n \"default\": {\n \"description\": \"Image dataset with tags and ratings\",\n \"citation\": \"\",\n \"homepage\": \"\",\n \"license\": \"\",\n \"features\": {\n \"image\": {\n \"dtype\": \"image\",\n ...
2025-05-02T15:18:07
2025-05-02T15:37:05
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### Describe the bug ```python from datasets import load_dataset dataset = load_dataset("animetimm/danbooru-wdtagger-v4-w640-ws-30k") ``` got ``` File "/home/ubuntu/miniconda3/lib/python3.10/site-packages/datasets/arrow_writer.py", line 626, in write_batch arrays.append(pa.array(typed_sequence)) File "pyarro...
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3,035,568,851
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Python 3.13t (free threads) Compat
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[ "Update: `datasets` use `aiohttp` for data streaming and from what I understand data streaming is useful for large datasets that do not fit in memory and/or multi-modal datasets like image/audio where you only what the actual binary bits to fed in as needed. \n\nHowever, there are also many cases where aiohttp will...
2025-05-02T09:20:09
2025-05-07T14:47:09
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### Describe the bug Cannot install `datasets` under `python 3.13t` due to dependency on `aiohttp` and aiohttp cannot be built for free-threading python. The `free threading` support issue in `aiothttp` is active since August 2024! Ouch. https://github.com/aio-libs/aiohttp/issues/8796#issue-2475941784 `pip install...
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Avoid global umask for setting file mode.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7547). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-05-01T22:24:24
2025-05-06T13:05:00
2025-05-06T13:05:00
CONTRIBUTOR
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This PR updates the method for setting the permissions on `cache_path` after calling `shutil.move`. The call to `shutil.move` may not preserve permissions if the source and destination are on different filesystems. Reading and resetting umask can cause race conditions, so directly read what permissions were set for the...
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Large memory use when loading large datasets from hub
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[ "Hi ! datasets are memory mapped from disk, so they don't fill out your RAM. Not sure what's the source of your memory issue.\n\nWhat kind of system are you using ? and what kind of disk ?" ]
2025-05-01T14:43:47
2025-05-07T14:41:15
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### Describe the bug When I load large parquet based datasets from the hub like `MLCommons/peoples_speech` using `load_dataset`, all my memory (500GB) is used and isn't released after loading, meaning that the process is terminated by the kernel if I try to load an additional dataset. This makes it impossible to train...
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Networked Pull Through Cache
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2025-04-30T15:16:33
2025-04-30T15:16:33
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### Feature request Introduce a HF_DATASET_CACHE_NETWORK_LOCATION configuration (e.g. an environment variable) together with a companion network cache service. Enable a three-tier cache lookup for datasets: 1. Local on-disk cache 2. Configurable network cache proxy 3. Official Hugging Face Hub ### Motivation - Dis...
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Add try_original_type to DatasetDict.map
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7544). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Sure! I just committed the changes", "@lhoestq \r\nLet me know if there are other thi...
2025-04-29T04:39:44
2025-05-05T14:42:49
2025-05-05T14:42:49
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This PR resolves #7472 for DatasetDict The previously merged PR #7483 added `try_original_type` to ArrowDataset, but DatasetDict misses `try_original_type` Cc: @lhoestq
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The memory-disk mapping failure issue of the map function(resolved, but there are some suggestions.)
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2025-04-29T03:04:59
2025-04-30T02:22:17
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### Describe the bug ## bug When the map function processes a large dataset, it temporarily stores the data in a cache file on the disk. After the data is stored, the memory occupied by it is released. Therefore, when using the map function to process a large-scale dataset, only a dataset space of the size of `writer_...
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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_7542). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
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release: 3.5.1
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support pyarrow 20
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2025-04-28T13:01:11
2025-04-28T13:23:53
2025-04-28T13:23:52
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fix ``` TypeError: ArrayExtensionArray.to_pylist() got an unexpected keyword argument 'maps_as_pydicts' ```
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Fix IterableDataset state_dict shard_example_idx counting
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2025-04-27T20:41:18
2025-05-06T14:24:25
2025-05-06T14:24:24
CONTRIBUTOR
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# Fix IterableDataset's state_dict shard_example_idx reporting ## Description This PR fixes issue #7475 where the `shard_example_idx` value in `IterableDataset`'s `state_dict()` always equals the number of samples in a shard, even if only a few examples have been consumed. The issue is in the `_iter_arrow` met...
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`IterableDataset` drops samples when resuming from a checkpoint
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[ "Thanks for reporting ! I fixed the issue using RebatchedArrowExamplesIterable before the formatted iterable" ]
2025-04-27T19:34:49
2025-05-06T14:04:05
2025-05-06T14:03:42
COLLABORATOR
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When resuming from a checkpoint, `IterableDataset` will drop samples if `num_shards % world_size == 0` and the underlying example supports `iter_arrow` and needs to be formatted. In that case, the `FormattedExamplesIterable` fetches a batch of samples from the child iterable's `iter_arrow` and yields them one by one ...
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`datasets.map(..., num_proc=4)` multi-processing fails
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[ "related: https://github.com/huggingface/datasets/issues/7510\n\nwe need to do more tests to see if latest `dill` is deterministic" ]
2025-04-25T01:53:47
2025-05-06T13:12:08
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The following code fails in python 3.11+ ```python tokenized_datasets = datasets.map(tokenize_function, batched=True, num_proc=4, remove_columns=["text"]) ``` Error log: ```bash Traceback (most recent call last): File "/usr/local/lib/python3.12/dist-packages/multiprocess/process.py", line 315, in _bootstrap self.ru...
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[Errno 13] Permission denied: on `.incomplete` file
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[ "It must be an issue with umask being used by multiple threads indeed. Maybe we can try to make a thread safe function to apply the umask (using filelock for example)", "> It must be an issue with umask being used by multiple threads indeed. Maybe we can try to make a thread safe function to apply the umask (usin...
2025-04-24T20:52:45
2025-05-06T13:05:01
2025-05-06T13:05:01
CONTRIBUTOR
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### Describe the bug When downloading a dataset, we frequently hit the below Permission Denied error. This looks to happen (at least) across datasets in HF, S3, and GCS. It looks like the `temp_file` being passed [here](https://github.com/huggingface/datasets/blob/main/src/datasets/utils/file_utils.py#L412) can somet...
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Change dill version in requirements
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7535). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-04-24T19:44:28
2025-04-25T09:31:44
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Change dill version to >=0.3.9,<0.4.5 and check for errors
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I_kwDODunzps6z17mP
7,534
TensorFlow RaggedTensor Support (batch-level)
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[ "Keras doesn't support other inputs other than tf.data.Dataset objects ? it's a bit painful to have to support and maintain this kind of integration\n\nIs there a way to use a `datasets.Dataset` with outputs formatted as tensors / ragged tensors instead ? like in https://huggingface.co/docs/datasets/use_with_tensor...
2025-04-24T13:14:52
2025-05-06T13:25:10
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### Feature request Hi, Currently datasets does not support RaggedTensor output on batch-level. When building a Object Detection Dataset (with TensorFlow) I need to enable RaggedTensors as that's how BBoxes & classes are expected from the Keras Model POV. Currently there's a error thrown saying that "Nested Data is ...
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Add custom fingerprint support to `from_generator`
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[ "This is great !\r\n\r\nWhat do you think of passing `config_id=` directly to the builder instead of just the suffix ? This would be a power user argument though, or for internal use. And in from_generator the new argument can be `fingerprint=` as in `Dataset.__init__()`\r\n\r\nThe `config_id` can be defined using ...
2025-04-23T19:31:35
2025-05-07T14:17:05
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This PR adds `dataset_id_suffix` parameter to 'Dataset.from_generator' function. `Dataset.from_generator` function passes all of its arguments to `BuilderConfig.create_config_id`, including generator function itself. `BuilderConfig.create_config_id` function tries to hash all the args, which can take a large amount ...
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PR_kwDODunzps6TW8Ss
7,532
Document the HF_DATASETS_CACHE environment variable in the datasets cache documentation
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_7532). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Your clarification in your comment at https://github.com/huggingface/datasets/issues/74...
2025-04-22T00:23:13
2025-05-06T15:54:38
2025-05-06T15:54:38
CONTRIBUTOR
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This pull request updates the Datasets documentation to include the `HF_DATASETS_CACHE` environment variable. While the current documentation only mentions `HF_HOME` for overriding the default cache directory, `HF_DATASETS_CACHE` is also a supported and useful option for specifying a custom cache location for dataset...
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7,531
Deepspeed reward training hangs at end of training with Dataset.from_list
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[ "Hi ! How big is the dataset ? if you load it using `from_list`, the dataset lives in memory and has to be copied to every gpu process, which can be slow.\n\nIt's fasted if you load it from JSON files from disk, because in that case the dataset in converted to Arrow and loaded from disk using memory mapping. Memory...
2025-04-21T17:29:20
2025-05-06T13:30:41
null
NONE
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There seems to be a weird interaction between Deepspeed, the Dataset.from_list method and trl's RewardTrainer. On a multi-GPU setup (10 A100s), training always hangs at the very end of training until it times out. The training itself works fine until the end of training and running the same script with Deepspeed on a s...
null
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3,007,452,499
I_kwDODunzps6zQhVT
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How to solve "Spaces stuck in Building" problems
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[ "I'm facing the same issue—Space stuck in \"Building\" even after restart and Factory rebuild. Any fix?\n", "> I'm facing the same issue—Space stuck in \"Building\" even after restart and Factory rebuild. Any fix?\n\nAlso see https://github.com/huggingface/huggingface_hub/issues/3019", "I'm facing the same issu...
2025-04-21T03:08:38
2025-04-22T07:49:52
2025-04-22T07:49:52
NONE
null
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### Describe the bug Public spaces may stuck in Building after restarting, error log as follows: build error Unexpected job error ERROR: failed to push spaces-registry.huggingface.tech/spaces/*:cpu-*-*: unexpected status from HEAD request to https://spaces-registry.huggingface.tech/v2/spaces/*/manifests/cpu-*-*: 401...
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3,007,118,969
I_kwDODunzps6zPP55
7,529
audio folder builder cannot detect custom split name
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2025-04-20T16:53:21
2025-04-20T16:53:21
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### Describe the bug when using audio folder builder (`load_dataset("audiofolder", data_dir="/path/to/folder")`), it cannot detect custom split name other than train/validation/test ### Steps to reproduce the bug i have the following folder structure ``` my_dataset/ ├── train/ │ ├── lorem.wav │ ├── … │ └── met...
null
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Data Studio Error: Convert JSONL incorrectly
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[ "Hi ! Your JSONL file is incompatible with Arrow / Parquet. Indeed in Arrow / Parquet every dict should have the same keys, while in your dataset the bboxes have varying keys.\n\nThis causes the Data Studio to treat the bboxes as if each row was missing the keys from other rows.\n\nFeel free to take a look at the d...
2025-04-19T13:21:44
2025-05-06T13:18:38
null
NONE
null
null
null
null
### Describe the bug Hi there, I uploaded a dataset here https://huggingface.co/datasets/V-STaR-Bench/V-STaR, but I found that Data Studio incorrectly convert the "bboxes" value for the whole dataset. Therefore, anyone who downloaded the dataset via the API would get the wrong "bboxes" value in the data file. Could ...
null
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3,005,242,422
I_kwDODunzps6zIFw2
7,527
Auto-merge option for `convert-to-parquet`
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[ "Alternatively, there could be an option to switch from submitting PRs to just committing changes directly to `main`.", "Why not, I'd be in favor of `--merge-pull-request` to call `HfApi().merge_pull_request()` at the end of the conversion :) feel free to open a PR if you'd like", "#self-assign" ]
2025-04-18T16:03:22
2025-05-07T12:47:02
null
NONE
null
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### Feature request Add a command-line option, e.g. `--auto-merge-pull-request` that enables automatic merging of the commits created by the `convert-to-parquet` tool. ### Motivation Large datasets may result in dozens of PRs due to the splitting mechanism. Each of these has to be manually accepted via the website. ...
null
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I_kwDODunzps6zHk1Q
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Faster downloads/uploads with Xet storage
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2025-04-18T14:46:42
2025-05-07T17:03:08
null
MEMBER
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![Image](https://github.com/user-attachments/assets/6e247f4a-d436-4428-a682-fe18ebdc73a9) ## Xet is out ! Over the past few weeks, Hugging Face’s [Xet Team](https://huggingface.co/xet-team) took a major step forward by [migrating the first Model and Dataset repositories off LFS and to Xet storage](https://huggingface...
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Fix indexing in split commit messages
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[ "Hi ! this is expected and is coherent with other naming conventions in `datasets` such as parquet shards naming" ]
2025-04-17T17:06:26
2025-04-28T14:26:27
2025-04-28T14:26:27
NONE
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When a large commit is split up, it seems the commit index in the message is zero-based while the total number is one-based. I came across this running `convert-to-parquet` and was wondering why there was no `6-of-6` commit. This PR fixes that by adding one to the commit index, so both are one-based. Current behavio...
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