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2020-04-14 18:18:51
2025-05-27 13:46:05
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2025-06-09 22:00:16
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2025-06-06 16:12:36
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https://api.github.com/repos/huggingface/datasets/issues/7588
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3,094,012,025
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ValueError: Invalid pattern: '**' can only be an entire path component [Colab]
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[ "Could you please run the following code snippet in your environment and share the exact output? This will help check for any compatibility issues within the env itself. \n\n```\nimport datasets\nimport huggingface_hub\nimport fsspec\n\nprint(\"datasets version:\", datasets.__version__)\nprint(\"huggingface_hub ver...
2025-05-27T13:46:05
2025-05-30T13:22:52
2025-05-30T01:26:30
NONE
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### Describe the bug I have a dataset on HF [here](https://huggingface.co/datasets/kambale/luganda-english-parallel-corpus) that i've previously used to train a translation model [here](https://huggingface.co/kambale/pearl-11m-translate). now i changed a few hyperparameters to increase number of tokens for the model,...
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https://api.github.com/repos/huggingface/datasets/issues/7583
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3,088,987,757
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7,583
load_dataset type stubs reject List[str] for split parameter, but runtime supports it
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2025-05-25T02:33:18
2025-05-26T18:29:58
2025-05-26T18:29:58
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### Describe the bug The [load_dataset](https://huggingface.co/docs/datasets/v3.6.0/en/package_reference/loading_methods#datasets.load_dataset) method accepts a `List[str]` as the split parameter at runtime, however, the current type stubs restrict the split parameter to `Union[str, Split, None]`. This causes type che...
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https://api.github.com/repos/huggingface/datasets/issues/7577
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3,080,833,740
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7,577
arrow_schema is not compatible with list
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[ "Thanks for reporting, I'll look into it", "Actually it looks like you just forgot parenthesis:\n\n```diff\n- f = datasets.Features({'x': list[datasets.Value(dtype='int32')]})\n+ f = datasets.Features({'x': list([datasets.Value(dtype='int32')])})\n```\n\nor simply using the `[ ]` syntax:\n\n```python\nf = dataset...
2025-05-21T16:37:01
2025-05-26T18:49:51
2025-05-26T18:32:55
NONE
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### Describe the bug ``` import datasets f = datasets.Features({'x': list[datasets.Value(dtype='int32')]}) f.arrow_schema Traceback (most recent call last): File "datasets/features/features.py", line 1826, in arrow_schema return pa.schema(self.type).with_metadata({"huggingface": json.dumps(hf_metadata)}) ...
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https://api.github.com/repos/huggingface/datasets/issues/7561
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7,561
NotImplementedError: <class 'datasets.iterable_dataset.RepeatExamplesIterable'> doesn't implement num_shards yet
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2025-05-07T15:05:42
2025-06-05T12:41:30
2025-06-05T12:41:30
NONE
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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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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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Large memory use when loading large datasets to a ZFS pool
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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 ?", "Well, the fact of the matter is that my RAM is getting filled out by running the given example, as shown in [this video](h...
2025-05-01T14:43:47
2025-05-13T13:30:09
2025-05-13T13:29:53
NONE
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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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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
2025-04-30T02:22:17
NONE
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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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`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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[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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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
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...
null
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I_kwDODunzps6ylPNd
7,517
Image Feature in Datasets Library Fails to Handle bytearray Objects from Spark DataFrames
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[ "Hi ! The `Image()` type accepts either\n- a `bytes` object containing the image bytes\n- a `str` object containing the image path\n- a `PIL.Image` object\n\nbut it doesn't support `bytearray`, maybe you can convert to `bytes` beforehand ?", "Hi @lhoestq, \nconverting to bytes is certainly possible and would work...
2025-04-15T11:29:17
2025-05-07T14:17:30
2025-05-07T14:17:30
CONTRIBUTOR
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### Describe the bug When using `IterableDataset.from_spark()` with a Spark DataFrame containing image data, the `Image` feature class fails to properly process this data type, causing an `AttributeError: 'bytearray' object has no attribute 'get'` ### Steps to reproduce the bug 1. Create a Spark DataFrame with a col...
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unsloth/DeepSeek-R1-Distill-Qwen-32B server error
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2025-04-15T09:26:53
2025-04-15T09:57:26
2025-04-15T09:57:26
NONE
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### Describe the bug hfhubhttperror: 500 server error: internal server error for url: https://huggingface.co/api/models/unsloth/deepseek-r1-distill-qwen-32b-bnb-4bit/commits/main (request id: root=1-67fe23fa-3a2150eb444c2a823c388579;de3aed68-c397-4da5-94d4-6565efd3b919) internal error - we're working hard to fix this ...
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7,515
`concatenate_datasets` does not preserve Pytorch format for IterableDataset
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[ "Hi ! Oh indeed it would be cool to return the same format in that case. Would you like to submit a PR ? The function that does the concatenation is here:\n\nhttps://github.com/huggingface/datasets/blob/90e5bf8a8599b625d6103ee5ac83b98269991141/src/datasets/iterable_dataset.py#L3375-L3380", "Thank you for the poin...
2025-04-15T04:36:34
2025-05-19T15:07:38
2025-05-19T15:07:38
CONTRIBUTOR
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### Describe the bug When concatenating datasets with `concatenate_datasets`, I would expect the resulting combined dataset to be in the same format as the inputs (assuming it's consistent). This is indeed the behavior when combining `Dataset`, but not when combining `IterableDataset`. Specifically, when applying `con...
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ValueError: Invalid pattern: '**' can only be an entire path component [Colab]
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[ "Could you please run the following code snippet in your environment and share the exact output? This will help check for any compatibility issues within the env itself. \n\n```\nimport datasets\nimport huggingface_hub\nimport fsspec\n\nprint(\"datasets version:\", datasets.__version__)\nprint(\"huggingface_hub ver...
2025-05-27T13:46:05
2025-05-30T13:22:52
2025-05-30T01:26:30
NONE
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### Describe the bug I have a dataset on HF [here](https://huggingface.co/datasets/kambale/luganda-english-parallel-corpus) that i've previously used to train a translation model [here](https://huggingface.co/kambale/pearl-11m-translate). now i changed a few hyperparameters to increase number of tokens for the model,...
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load_dataset type stubs reject List[str] for split parameter, but runtime supports it
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2025-05-25T02:33:18
2025-05-26T18:29:58
2025-05-26T18:29:58
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### Describe the bug The [load_dataset](https://huggingface.co/docs/datasets/v3.6.0/en/package_reference/loading_methods#datasets.load_dataset) method accepts a `List[str]` as the split parameter at runtime, however, the current type stubs restrict the split parameter to `Union[str, Split, None]`. This causes type che...
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arrow_schema is not compatible with list
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[ "Thanks for reporting, I'll look into it", "Actually it looks like you just forgot parenthesis:\n\n```diff\n- f = datasets.Features({'x': list[datasets.Value(dtype='int32')]})\n+ f = datasets.Features({'x': list([datasets.Value(dtype='int32')])})\n```\n\nor simply using the `[ ]` syntax:\n\n```python\nf = dataset...
2025-05-21T16:37:01
2025-05-26T18:49:51
2025-05-26T18:32:55
NONE
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### Describe the bug ``` import datasets f = datasets.Features({'x': list[datasets.Value(dtype='int32')]}) f.arrow_schema Traceback (most recent call last): File "datasets/features/features.py", line 1826, in arrow_schema return pa.schema(self.type).with_metadata({"huggingface": json.dumps(hf_metadata)}) ...
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NotImplementedError: <class 'datasets.iterable_dataset.RepeatExamplesIterable'> doesn't implement num_shards yet
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2025-05-07T15:05:42
2025-06-05T12:41:30
2025-06-05T12:41:30
NONE
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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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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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Large memory use when loading large datasets to a ZFS pool
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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 ?", "Well, the fact of the matter is that my RAM is getting filled out by running the given example, as shown in [this video](h...
2025-05-01T14:43:47
2025-05-13T13:30:09
2025-05-13T13:29:53
NONE
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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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7,543
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
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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3,023,280,056
I_kwDODunzps60M5e4
7,538
`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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[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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3,007,452,499
I_kwDODunzps6zQhVT
7,530
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
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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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2,996,106,077
I_kwDODunzps6ylPNd
7,517
Image Feature in Datasets Library Fails to Handle bytearray Objects from Spark DataFrames
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[ "Hi ! The `Image()` type accepts either\n- a `bytes` object containing the image bytes\n- a `str` object containing the image path\n- a `PIL.Image` object\n\nbut it doesn't support `bytearray`, maybe you can convert to `bytes` beforehand ?", "Hi @lhoestq, \nconverting to bytes is certainly possible and would work...
2025-04-15T11:29:17
2025-05-07T14:17:30
2025-05-07T14:17:30
CONTRIBUTOR
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### Describe the bug When using `IterableDataset.from_spark()` with a Spark DataFrame containing image data, the `Image` feature class fails to properly process this data type, causing an `AttributeError: 'bytearray' object has no attribute 'get'` ### Steps to reproduce the bug 1. Create a Spark DataFrame with a col...
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I_kwDODunzps6yj_q7
7,516
unsloth/DeepSeek-R1-Distill-Qwen-32B server error
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2025-04-15T09:26:53
2025-04-15T09:57:26
2025-04-15T09:57:26
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### Describe the bug hfhubhttperror: 500 server error: internal server error for url: https://huggingface.co/api/models/unsloth/deepseek-r1-distill-qwen-32b-bnb-4bit/commits/main (request id: root=1-67fe23fa-3a2150eb444c2a823c388579;de3aed68-c397-4da5-94d4-6565efd3b919) internal error - we're working hard to fix this ...
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7,515
`concatenate_datasets` does not preserve Pytorch format for IterableDataset
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[ "Hi ! Oh indeed it would be cool to return the same format in that case. Would you like to submit a PR ? The function that does the concatenation is here:\n\nhttps://github.com/huggingface/datasets/blob/90e5bf8a8599b625d6103ee5ac83b98269991141/src/datasets/iterable_dataset.py#L3375-L3380", "Thank you for the poin...
2025-04-15T04:36:34
2025-05-19T15:07:38
2025-05-19T15:07:38
CONTRIBUTOR
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### Describe the bug When concatenating datasets with `concatenate_datasets`, I would expect the resulting combined dataset to be in the same format as the inputs (assuming it's consistent). This is indeed the behavior when combining `Dataset`, but not when combining `IterableDataset`. Specifically, when applying `con...
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`load_dataset` of size 40GB creates a cache of >720GB
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[ "Hi ! Parquet is a compressed format. When you load a dataset, it uncompresses the Parquet data into Arrow data on your disk. That's why you can indeed end up with 720GB of uncompressed data on disk. The uncompression is needed to enable performant dataset objects (especially for random access).\n\nTo save some sto...
2025-04-07T16:52:34
2025-04-15T15:22:12
2025-04-15T15:22:11
NONE
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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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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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Broken links in pdf loading documentation
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[ "thanks for reporting ! I fixed the links, the docs will be updated in the next release" ]
2025-04-02T06:45:22
2025-04-15T13:36:25
2025-04-15T13:36:04
NONE
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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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https://github.com/huggingface/datasets/issues/7486
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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
NONE
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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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