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value:fix: None default with bool type on load creates typing error
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value:Hello! Pyright flags any use of `load_dataset` as an error, because the default for `trust_remote_code` is `None`, but the function is typed as `bool`, not `Optional[bool]`. I changed the type and docstrings to reflect this, but no other code was touched.
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value:load_dataset("livecodebench/code_generation_lite", version_tag="release_v2") TypeError: 'NoneType' object is not callable
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value:### Describe the bug from datasets import load_dataset lcb_codegen = load_dataset("livecodebench/code_generation_lite", version_tag="release_v2") or configs = get_dataset_config_names("livecodebench/code_generation_lite", trust_remote_code=True) both error: Traceback (most recent call last): File "", line 1, i...
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value:Faster folder based builder + parquet support + allow repeated media + use torchvideo
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value:This will be useful for LeRobotDataset (robotics datasets for [lerobot](https://github.com/huggingface/lerobot) based on videos) Impacted builders: - ImageFolder - AudioFolder - VideoFolder Improvements: - faster to stream (got a 5x speed up on an image dataset) - improved RAM usage - support for meta...
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value:Row indexing a dataset with numpy integers
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value:### Feature request Allow indexing datasets with a scalar numpy integer type. ### Motivation Indexing a dataset with a scalar numpy.int* object raises a TypeError. This is due to the test in `datasets/formatting/formatting.py:key_to_query_type` ``` python def key_to_query_type(key: Union[int, slice, range, st...
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value:### Describe the bug The DVC integration seems to be broken. Followed this guide: https://dvc.org/doc/user-guide/integrations/huggingface ### Steps to reproduce the bug #### Script to reproduce ~~~python from datasets import load_dataset dataset = load_dataset( "csv", data_files="dvc://workshop/satel...
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value:better correspondence between cached and saved datasets created using from_generator
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value:### Feature request At the moment `.from_generator` can only create a dataset that lives in the cache. The cached dataset cannot be loaded with `load_from_disk` because the cache folder is missing `state.json`. So the only way to convert this cached dataset to a regular is to use `save_to_disk` which needs to cr...
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value:Import order crashes script execution
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value:### Describe the bug Hello, I'm trying to convert an HF dataset into a TFRecord so I'm importing `tensorflow` and `datasets` to do so. Depending in what order I'm importing those librairies, my code hangs forever and is unkillable (CTRL+C doesn't work, I need to kill my shell entirely). Thank you for your help...
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value:### Describe the bug Encounter pyarrow.lib.arrowinvalid error with map function in some example when loading the dataset ### Steps to reproduce the bug ``` from datasets import load_dataset from PIL import Image, PngImagePlugin dataset = load_dataset("leonardPKU/GEOQA_R1V_Train_8K") system_prompt="You are a h...
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value:I have a dataset of sequences, where each example in the sequence is a separate row in the dataset (similar to LeRobotDataset). When running `Dataset.save_to_disk` how can I provide indices where it's possible to shard the dataset such that no episode spans more than 1 shard. Consequently, when I run `Dataset.loa...
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value:The [current documentation](https://huggingface.co/docs/datasets/en/video_dataset) on a creating a video dataset includes only examples with one media file and one json. It would be useful to have examples where multiple files of the same type are included. For example, in a sign language dataset, you may have a ...
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value:### Describe the bug I am trying to do model pruning on sentence-transformers/all-mini-L6-v2 for the code-search-net/code_search_net dataset using INCTrainer class However I am getting below error ``` raise IndexError(f"Invalid Key: {key is our of bounds for size {size}") IndexError: Invalid key: 1840208 is ou...
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value:https://github.com/huggingface/datasets/issues/6393 has plagued me on and off for a very long time. I have had various workarounds (one time combining two filter calls into one filter call removed the issue, another time making rank 0 go first resolved a cache race condition, one time i think upgrading the versio...
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value:### Feature request I propose adding a core maintainer list to the `CONTRIBUTING.md` file. ### Motivation The Transformers and Liger-Kernel projects maintain lists of core maintainers for each module. However, the Datasets project doesn't have such a list. ### Your contribution I have nothing to add here.
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value:### Describe the bug We're filtering dataset of ~1M (small-ish) records. At some point in the code we do `dataset.filter`, before (including 3.2.0) it was taking couple of seconds, and now it takes 4 hours. We use 16 threads/workers, and stack trace at them look as follows: ``` Traceback (most recent call last)...
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value:### Describe the bug [IterableDatasetDict](https://huggingface.co/docs/datasets/v3.2.0/en/package_reference/main_classes#datasets.IterableDatasetDict.map) map function is missing the `desc` parameter. You can see the equivalent map function for [Dataset here](https://huggingface.co/docs/datasets/v3.2.0/en/packag...
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value:### Description I encountered consistent 504 Gateway Timeout errors while attempting to upload a large dataset (approximately 500GB) to the Hugging Face Hub. The upload fails during the process with a Gateway Timeout error. I will continue trying to upload. While it might succeed in future attempts, I wanted to ...
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value:- update min python version - replace canonical dataset names with new names - avoid examples with trust_remote_code
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value:Using load_dataset with data_files and split arguments yields an error
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value:### Describe the bug It seems the list of valid splits recorded by the package becomes incorrectly overwritten when using the `data_files` argument. If I run ```python from datasets import load_dataset load_dataset("allenai/super", split="all_examples", data_files="tasks/expert.jsonl") ``` then I get the error ...
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value:Optimized sequence encoding for scalars
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value:The change in https://github.com/huggingface/datasets/pull/3197 introduced redundant list-comprehensions when `obj` is a long sequence of scalars. This becomes a noticeable overhead when loading data from an `IterableDataset` in the function `_apply_feature_types_on_example` and can be eliminated by adding a chec...
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value:push_to_hub payload too large error when using large ClassLabel feature
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value:### Describe the bug When using `datasets.DatasetDict.push_to_hub` an `HfHubHTTPError: 413 Client Error: Payload Too Large for url` is raised if the dataset contains a large `ClassLabel` feature. Even if the total size of the dataset is small. ### Steps to reproduce the bug ``` python import random import sys ...
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value:Re-add py.typed
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value:### Feature request The motivation for removing py.typed no longer seems to apply. Would a solution like [this one](https://github.com/huggingface/huggingface_hub/pull/2752) work here? ### Motivation MyPy support is broken. As more type checkers come out, such as RedKnot, these may also be broken. It would ...
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value:Getting statistics about filtered examples
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value:@lhoestq wondering if the team has thought about this and if there are any recommendations? Currently when processing datasets some examples are bound to get filtered out, whether it's due to bad format, or length is too long, or any other custom filters that might be getting applied. Let's just focus on the fil...
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value:### Describe the bug I'm on Windows and i'm trying to load a datasets but i'm having title error because files in the repository are named with charactere like < >which can't be in a name file. Could it be possible to load this datasets but removing those charactere ? ### Steps to reproduce the bug load_datase...
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value:Dynamic adjusting dataloader sampling weight
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value:Hi, Thanks for your wonderful work! I'm wondering is there a way to dynamically adjust the sampling weight of each data in the dataset during training? Looking forward to your reply, thanks again.
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value:Add bookfolder Dataset Builder for Digital Book Formats
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value:### Feature request This feature proposes adding a new dataset builder called bookfolder to the datasets library. This builder would allow users to easily load datasets consisting of various digital book formats, including: AZW, AZW3, CB7, CBR, CBT, CBZ, EPUB, MOBI, and PDF. ### Motivation Currently, loading d...
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value:Make IterableDataset (optionally) resumable
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value:### What does this PR do? This PR introduces a new `stateful` option to the `dataset.shuffle` method, which defaults to `False`. When enabled, this option allows for resumable shuffling of `IterableDataset` instances, albeit with some additional memory overhead. Key points: * All tests have passed * Docst...
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value:Support async functions in map()
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value:e.g. to download images or call an inference API like HF or vLLM ```python import asyncio import random from datasets import Dataset async def f(x): await asyncio.sleep(random.random()) ds = Dataset.from_dict({"data": range(100)}) ds.map(f) # Map: 100%|█████████████████████████████| 100/100...
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value:Add Pandas, PyArrow and Polars docs
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value:(also added the missing numpy docs and fixed a small bug in pyarrow formatting)
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value:Iterating over values of a column in the IterableDataset
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value:### Feature request I would like to be able to iterate (and re-iterate if needed) over a column of an `IterableDataset` instance. The following example shows the supposed API: ```python def gen(): yield {"text": "Good", "label": 0} yield {"text": "Bad", "label": 1} ds = IterableDataset.from_generator(ge...
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value:fix: dill default for version bigger 0.3.8
value:2025-01-26T13:37:16Z
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value:Fixes def log for dill version >= 0.3.9 https://pypi.org/project/dill/ This project uses dill with the release of version 0.3.9 the datasets lib.
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value:Allow pushing config version to hub
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value:### Feature request Currently, when datasets are created, they can be versioned by passing the `version` argument to `load_dataset(...)`. For example creating `outcomes.csv` on the command line ``` echo "id,value\n1,0\n2,0\n3,1\n4,1\n" > outcomes.csv ``` and creating it ``` import datasets dataset = datasets.lo...
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value:Support for sparse arrays with the Arrow Sparse Tensor format?
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value:### Feature request AI in biology is becoming a big thing. One thing that would be a huge benefit to the field that Huggingface Datasets doesn't currently have is native support for **sparse arrays**. Arrow has support for sparse tensors. https://arrow.apache.org/docs/format/Other.html#sparse-tensor It wou...
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value:[docs] uv install
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value:Proposes adding uv to installation docs (see Slack thread [here](https://huggingface.slack.com/archives/C01N44FJDHT/p1737377177709279) for more context) if you're interested!
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value:vllm批量推理报错
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value:### Describe the bug ![Image](https://github.com/user-attachments/assets/3d958e43-28dc-4467-9333-5990c7af3b3f) ### Steps to reproduce the bug ![Image](https://github.com/user-attachments/assets/3067eeca-a54d-4956-b0fd-3fc5ea93dabb) ### Expected behavior ![Image](https://github.com/user-attachments/assets/77d...
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value:Remove .h5 from imagefolder extensions
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value:the format is not relevant for imagefolder, and makes the viewer fail to process datasets on HF (so many that the viewer takes more time to process new datasets)
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value:Excessive RAM Usage After Dataset Concatenation concatenate_datasets
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value:### Describe the bug When loading a dataset from disk, concatenating it, and starting the training process, the RAM usage progressively increases until the kernel terminates the process due to excessive memory consumption. https://github.com/huggingface/datasets/issues/2276 ### Steps to reproduce the bug ```p...
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value:Inconsistent Behavior Between `load_dataset` and `load_from_disk` When Loading Sharded Datasets
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value:### Description I encountered an inconsistency in behavior between `load_dataset` and `load_from_disk` when loading sharded datasets. Here is a minimal example to reproduce the issue: #### Code 1: Using `load_dataset` ```python from datasets import Dataset, load_dataset # First save with max_shard_size=10 Data...
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value:500 Server error with pushing a dataset
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value:### Describe the bug Suddenly, I started getting this error message saying it was an internal error. `Error creating/pushing dataset: 500 Server Error: Internal Server Error for url: https://huggingface.co/api/datasets/ll4ma-lab/grasp-dataset/commit/main (Request ID: Root=1-6787f0b7-66d5bd45413e481c4c2fb22d;670...
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value:Support faster processing using pandas or polars functions in `IterableDataset.map()`
value:2025-01-14T18:14:13Z
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value:2025-01-30T13:30:57Z
value:Following the polars integration :) Allow super fast processing using pandas or polars functions in `IterableDataset.map()` by adding support to pandas and polars formatting in `IterableDataset` ```python import polars as pl from datasets import Dataset ds = Dataset.from_dict({"i": range(10)}).to_itera...
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value:Importing dataset gives unhelpful error message when filenames in metadata.csv are not found in the directory
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value:### Describe the bug While importing an audiofolder dataset, where the names of the audiofiles don't correspond to the filenames in the metadata.csv, we get an unclear error message that is not helpful for the debugging, i.e. ``` ValueError: Instruction "train" corresponds to no data! ``` ### Steps to reproduc...
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value:Add with_split to DatasetDict.map
value:2025-01-13T15:09:56Z
value:CONTRIBUTOR
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value:Dataset.from_dict() can't handle large dict
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value:### Describe the bug I have 26,000,000 3-tuples. When I use Dataset.from_dict() to load, neither. py nor Jupiter notebook can run successfully. This is my code: ``` # len(example_data) is 26,000,000, 'diff' is a text diff1_list = [example_data[i].texts[0] for i in range(len(example_data))] diff2_...
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value:A parameter is specified but not used in datasets.arrow_dataset.Dataset.from_pandas()
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value:2025-01-10T13:39:33Z
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value:### Describe the bug I am interested in creating train, test and eval splits from a pandas Dataframe, therefore I was looking at the possibilities I can follow. I noticed the split parameter and was hopeful to use it in order to generate the 3 at once, however, while trying to understand the code, i noticed that...
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value:API endpoints for gated dataset access requests
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value:2025-01-09T06:21:20Z
value:not_planned
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value:### Feature request I would like a programatic way of requesting access to gated datasets. The current solution to gain access forces me to visit a website and physically click an "agreement" button (as per the [documentation](https://huggingface.co/docs/hub/en/datasets-gated#access-gated-datasets-as-a-user)). ...
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value:ImportError: To support decoding images, please install 'Pillow'.
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value:2025-01-08T02:22:57Z
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value:### Describe the bug Following this tutorial locally using a macboko and VSCode: https://huggingface.co/docs/diffusers/en/tutorials/basic_training This line of code: for i, image in enumerate(dataset[:4]["image"]): throws: ImportError: To support decoding images, please install 'Pillow'. Pillow is installed...
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value:HuggingFace CLI dataset download raises error
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value:### Describe the bug Trying to download Hugging Face datasets using Hugging Face CLI raises error. This error only started after December 27th, 2024. For example: ``` huggingface-cli download --repo-type dataset gboleda/wikicorpus Traceback (most recent call last): File "/home/ubuntu/test_venv/bin/huggi...
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value:Fix lock permission
value:2025-01-07T04:15:53Z
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value:All files except lock file have proper permission obeying `ACL` property if it is set. If the cache directory has `ACL` property, it should be respected instead of just using `umask` for permission. To fix it, just create a lock file and pass the created `mode`. By creating a lock file with `touch()` befor...
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value:error when loading dataset in Hugging Face: NoneType error is not callable
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value:### Describe the bug I met an error when running a notebook provide by Hugging Face, and met the error. ``` --------------------------------------------------------------------------- TypeError Traceback (most recent call last) Cell In[2], line 5 3 # Load the enhance...
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value:There are multiple 'mteb/arguana' configurations in the cache: default, corpus, queries with HF_HUB_OFFLINE=1
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value:### Describe the bug Hey folks, I am trying to run this code - ```python from datasets import load_dataset, get_dataset_config_names ds = load_dataset("mteb/arguana") ``` with HF_HUB_OFFLINE=1 But I get the following error - ```python Using the latest cached version of the dataset since mteb/a...
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value:Fix remove_columns in the formatted case
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value:`remove_columns` had no effect when running a function in `.map()` on dataset that is formatted This aligns the logic of `map()` with the non formatted case and also with with https://github.com/huggingface/datasets/pull/7353
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value:### Describe the bug The issue is visible only with the latest `datasets==3.2.0`. When using image dataset the Python process gets aborted right before the exit with the following error: ``` Fatal Python error: PyGILState_Release: thread state 0x7fa1f409ade0 must be current when releasing Python runtime st...
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value:How about adding a feature to pass the key when performing map on DatasetDict?
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value:### Feature request Add a feature to pass the key of the DatasetDict when performing map ### Motivation I often preprocess using map on DatasetDict. Sometimes, I need to preprocess train and valid data differently depending on the task. So, I thought it would be nice to pass the key (like train, valid) whe...
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value:Not available datasets[audio] on python 3.13
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value:### Describe the bug This is the error I got, it seems numba package does not support python 3.13 PS C:\Users\sergi\Documents> pip install datasets[audio] Defaulting to user installation because normal site-packages is not writeable Collecting datasets[audio] Using cached datasets-3.2.0-py3-none-any.whl....
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value:A module that was compiled using NumPy 1.x cannot be run in NumPy 2.0.2 as it may crash. To support both 1.x and 2.x versions of NumPy, modules must be compiled with NumPy 2.0. Some module may need to rebuild instead e.g. with 'pybind11>=2.12'.
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value:### Describe the bug Following this tutorial: https://huggingface.co/docs/diffusers/en/tutorials/basic_training and running it locally using VSCode on my MacBook. The first line in the tutorial fails: from datasets import load_dataset dataset = load_dataset('huggan/smithsonian_butterflies_subset', split="trai...
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value:changes to MappedExamplesIterable to resolve #7345
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value:modified `MappedExamplesIterable` and `test_iterable_dataset.py::test_mapped_examples_iterable_with_indices` fix #7345 @lhoestq
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value:fixes https://github.com/huggingface/datasets/issues/7346 (also updated `ruff` and appleid style changes)
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value:### Feature request Hi, I've downloaded an Arrow-formatted dataset offline using the hugggingface's datasets library by: ``` import json from datasets import load_dataset dataset = load_dataset("pixparse/cc3m-wds") dataset.save_to_disk("./cc3m_1") ``` now I need to convert it to WebDataset's TA...
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value:### Describe the bug When loading a large 2D data (1000 × 1152) with a large number of (2,000 data in this case) in `load_dataset`, the error message `OSError: Invalid flatbuffers message` is reported. When only 300 pieces of data of this size (1000 × 1152) are stored, they can be loaded correctly. Whe...
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value:Different behaviour of IterableDataset.map vs Dataset.map with remove_columns
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value:### Describe the bug The following code ```python import datasets as hf ds1 = hf.Dataset.from_list([{'i': i} for i in [0,1]]) #ds1 = ds1.to_iterable_dataset() ds2 = ds1.map( lambda i: {'i': i+1}, input_columns = ['i'], remove_columns = ['i'] ) list(ds2) ``` produces ```python [...
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value:HfHubHTTPError: 429 Client Error: Too Many Requests for URL when trying to access SlimPajama-627B or c4 on TPUs
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value:### Describe the bug I am trying to run some trainings on Google's TPUs using Huggingface's DataLoader on [SlimPajama-627B](https://huggingface.co/datasets/cerebras/SlimPajama-627B) and [c4](https://huggingface.co/datasets/allenai/c4), but I end up running into `429 Client Error: Too Many Requests for URL` error...
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value:[Bug] Inconsistent behavior of data_files and data_dir in load_dataset method.
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value:### Describe the bug Inconsistent operation of data_files and data_dir in load_dataset method. ### Steps to reproduce the bug # First I have three files, named 'train.json', 'val.json', 'test.json'. Each one has a simple dict `{text:'aaa'}`. Their path are `/data/train.json`, `/data/val.json`, `/data/te...
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value:Update LICENSE
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value:One or several metadata.jsonl were found, but not in the same directory or in a parent directory of
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value:### Describe the bug ImageFolder with metadata.jsonl error. I downloaded liuhaotian/LLaVA-CC3M-Pretrain-595K locally from Hugging Face. According to the tutorial in https://huggingface.co/docs/datasets/image_dataset#image-captioning, only put images.zip and metadata.jsonl containing information in the same folde...
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value:Clarify documentation or Create DatasetCard
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value:### Feature request I noticed that you can use a Model Card instead of a Dataset Card when pushing a dataset to the Hub, but this isn’t clearly mentioned in [the docs.](https://huggingface.co/docs/datasets/dataset_card) - Update the docs to clarify that a Model Card can work for datasets too. - It might be w...
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value:Too many open files: '/root/.cache/huggingface/token'
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value:### Describe the bug I ran this code: ``` from datasets import load_dataset dataset = load_dataset("common-canvas/commoncatalog-cc-by", cache_dir="/datadrive/datasets/cc", num_proc=1000) ``` And got this error. Before it was some other file though (lie something...incomplete) runnting ``` ulimit -n ...
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value:TypeError: Value.__init__() missing 1 required positional argument: 'dtype'
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value:### Describe the bug ds = load_dataset( "./xxx.py", name="default", split="train", ) The datasets does not support debugging locally anymore... ### Steps to reproduce the bug ``` from datasets import load_dataset ds = load_dataset( "./repo.py", name="default", split="train...
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value:Fix typo in arrow_dataset
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value:.map() is not caching and ram goes OOM
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value:### Describe the bug Im trying to run a fairly simple map that is converting a dataset into numpy arrays. however, it just piles up on memory and doesnt write to disk. Ive tried multiple cache techniques such as specifying the cache dir, setting max mem, +++ but none seem to work. What am I missing here? ### St...
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value:Remove upper bound for fsspec
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value:### Describe the bug As also raised by @cyyever in https://github.com/huggingface/datasets/pull/7296 and @NeilGirdhar in https://github.com/huggingface/datasets/commit/d5468836fe94e8be1ae093397dd43d4a2503b926#commitcomment-140952162 , `datasets` has a problematic version constraint on `fsspec`. In our case ...
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value:Introduce pdf support (#7318)
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value:First implementation of the Pdf feature to support pdfs (#7318) . Using [pdfplumber](https://github.com/jsvine/pdfplumber?tab=readme-ov-file#python-library) as the default library to work with pdfs. @lhoestq and @AndreaFrancis
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value:Unexpected cache behaviour using load_dataset
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value:### Describe the bug Following the (Cache management)[https://huggingface.co/docs/datasets/en/cache] docu and previous behaviour from datasets version 2.18.0, one is able to change the cache directory. Previously, all downloaded/extracted/etc files were found in this folder. As i have recently update to the la...
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value:### Describe the bug Encountering an error while loading the ```liuhaotian/LLaVA-Instruct-150K dataset```. ### Steps to reproduce the bug ``` from datasets import load_dataset fw =load_dataset("liuhaotian/LLaVA-Instruct-150K") ``` Error: ``` ArrowInvalid Traceback (most...
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value:ImportError: cannot import name 'set_caching_enabled' from 'datasets'
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value:### Describe the bug Traceback (most recent call last): File "/usr/local/lib/python3.10/runpy.py", line 187, in _run_module_as_main mod_name, mod_spec, code = _get_module_details(mod_name, _Error) File "/usr/local/lib/python3.10/runpy.py", line 110, in _get_module_details __import__(pkg_name) ...
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value:ValueError: You should supply an encoding or a list of encodings to this method that includes input_ids, but you provided ['label']
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value:### Describe the bug I am trying to create a PEFT model from DISTILBERT model, and run a training loop. However, the trainer.train() is giving me this error: ValueError: You should supply an encoding or a list of encodings to this method that includes input_ids, but you provided ['label'] Here is my code: ...
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value:Introduce support for PDFs
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value:### Feature request The idea (discussed in the Discord server with @lhoestq ) is to have a Pdf type like Image/Audio/Video. For example [Video](https://github.com/huggingface/datasets/blob/main/src/datasets/features/video.py) was recently added and contains how to decode a video file encoded in a dictionary like...
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value:More docs to from_dict to mention that the result lives in RAM
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value:following discussions at https://discuss.huggingface.co/t/how-to-load-this-simple-audio-data-set-and-use-dataset-map-without-memory-issues/17722/14
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value:Cannot create a dataset with relative audio path
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value:### Describe the bug Hello! I want to create a dataset of parquet files, with audios stored as separate .mp3 files. However, it says "No such file or directory" (see the reproducing code). ### Steps to reproduce the bug Creating a dataset ``` from pathlib import Path from datasets import Dataset, load...
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