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add check if repo exists for dataset uploading
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Currently, I'm reuploading datasets for [`MTEB`](https://github.com/embeddings-benchmark/mteb/). Some of them have many splits (more than 20), and I'm encountering the error: `Too many requests for https://huggingface.co/datasets/repo/create`. It seems that this issue occurs because the dataset tries to recreate it...
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Implementation of iteration over values of a column in an IterableDataset object
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Refers to [this issue](https://github.com/huggingface/datasets/issues/7381).
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NotImplementedError: <class 'datasets.iterable_dataset.RepeatExamplesIterable'> doesn't implement num_shards yet
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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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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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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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Add `--merge-pull-request` option for `convert_to_parquet`
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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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Currently, I'm reuploading datasets for [`MTEB`](https://github.com/embeddings-benchmark/mteb/). Some of them have many splits (more than 20), and I'm encountering the error: `Too many requests for https://huggingface.co/datasets/repo/create`. It seems that this issue occurs because the dataset tries to recreate it...
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Implementation of iteration over values of a column in an IterableDataset object
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Refers to [this issue](https://github.com/huggingface/datasets/issues/7381).
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NotImplementedError: <class 'datasets.iterable_dataset.RepeatExamplesIterable'> doesn't implement num_shards yet
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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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fix regression
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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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check for empty _formatting
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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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Add `--merge-pull-request` option for `convert_to_parquet`
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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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datasets downloads and generates all splits, even though a single split is requested (for dataset with loading script)
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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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Rebatch arrow iterables before formatted iterable
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close https://github.com/huggingface/datasets/issues/7538 and https://github.com/huggingface/datasets/issues/7475
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Enable xet in push to hub
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2025-05-05T17:02:09
2025-05-06T12:42:51
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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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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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7,550
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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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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Python 3.13t (free threads) Compat
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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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2025-05-01T22:24:24
2025-05-06T13:05:00
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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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2025-05-01T14:43:47
2025-05-08T14:05:29
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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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### 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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2025-04-29T04:39:44
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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### 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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support pyarrow 20
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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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# 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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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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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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2025-04-24T20:52:45
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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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Change dill version to >=0.3.9,<0.4.5 and check for errors
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TensorFlow RaggedTensor Support (batch-level)
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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 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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Document the HF_DATASETS_CACHE environment variable in the datasets cache documentation
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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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Deepspeed reward training hangs at end of training with Dataset.from_list
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2025-05-06T13:30:41
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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...
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7,530
How to solve "Spaces stuck in Building" problems
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2025-04-21T03:08:38
2025-04-22T07:49:52
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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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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...
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Data Studio Error: Convert JSONL incorrectly
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2025-04-19T13:21:44
2025-05-06T13:18:38
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### 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 ...
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Auto-merge option for `convert-to-parquet`
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2025-04-18T16:03:22
2025-05-07T12:47:02
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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. ...
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Faster downloads/uploads with Xet storage
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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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2025-04-17T17:06:26
2025-04-28T14:26:27
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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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correct use with polars example
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2025-04-17T10:19:19
2025-04-28T13:48:34
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mention av in video docs
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Preserve formatting in concatenated IterableDataset
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Fixes #7515
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fix: Image Feature in Datasets Library Fails to Handle bytearray Objects from Spark DataFrames (#7517)
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2025-04-15T21:23:58
2025-05-07T14:17:29
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## Task Support bytes-like objects (bytes and bytearray) in Features classes ### Description The `Features` classes only accept `bytes` objects for binary data, but not `bytearray`. This leads to errors when using `IterableDataset.from_spark()` with Spark DataFrames as they contain `bytearray` objects, even though...
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Update items in the dataset without `map`
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2025-04-15T19:39:01
2025-04-19T18:47:46
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### Feature request I would like to be able to update items in my dataset without affecting all rows. At least if there was a range option, I would be able to process those items, save the dataset, and then continue. If I am supposed to split the dataset first, that is not clear, since the docs suggest that any of th...
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7,519
pdf docs fixes
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2025-04-15T13:35:56
2025-04-15T13:38:31
2025-04-15T13:36:03
MEMBER
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close https://github.com/huggingface/datasets/issues/7494
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I_kwDODunzps6ylX8B
7,518
num_proc parallelization works only for first ~10s.
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2025-04-15T11:44:03
2025-04-15T13:12:13
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### Describe the bug When I try to load an already downloaded dataset with num_proc=64, the speed is very high for the first 10-20 seconds acheiving 30-40K samples / s, and 100% utilization for all cores but it soon drops to <= 1000 with almost 0% utilization for most cores. ### Steps to reproduce the bug ``` // do...
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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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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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2,995,780,283
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
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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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2025-04-15T04:36:34
2025-04-16T02:39:16
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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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