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2025-12-03 17:56:55
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https://api.github.com/repos/huggingface/datasets/issues/7897
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Save input shard lengths
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[ "The docs for this PR live [here](https://huggingface.co/proxy/moon-ci-docs.huggingface.co/docs/datasets/pr_7897). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-12-03T17:56:55
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will be useful for the Viewer, to know what (original) shard each row belongs to cc @cfahlgren1 next step is use it in Dataset Viewer and expose an API that returns the file containing the row at rowId (took the opportunity to remove unusued code)
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fix: force contiguous copy for sliced list arrays in embed_array_storage
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2025-12-03T04:34:26
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## Summary Fixes SIGKILL crash in `embed_array_storage` when processing sliced/sharded datasets with nested types like `Sequence(Nifti())` or `Sequence(Image())`. **Root cause**: When `ds.shard()` or `ds.select()` creates a sliced view, `array.values` on a sliced `ListArray` returns values with internal offset refere...
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fix: use temp files in push_to_hub to prevent OOM on large datasets
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2025-12-03T04:33:55
2025-12-03T04:33:55
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## Summary Fixes memory accumulation in `_push_parquet_shards_to_hub_single` that causes OOM when uploading large datasets with many shards. **Root cause**: The current implementation stores ALL parquet shard bytes in memory via `BytesIO`, accumulating in the `additions` list. For N shards of ~300MB each, this requir...
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embed_table_storage crashes (SIGKILL) on sharded datasets with Sequence() nested types
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2025-12-03T04:20:06
2025-12-03T04:20:06
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## Summary `embed_table_storage` crashes with SIGKILL (exit code 137) when processing sharded datasets containing `Sequence()` nested types like `Sequence(Nifti())`. Likely affects `Sequence(Image())` and `Sequence(Audio())` as well. The crash occurs at the C++ level with no Python traceback. ### Related Issues - #...
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push_to_hub OOM: _push_parquet_shards_to_hub accumulates all shard bytes in memory
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2025-12-03T04:19:34
2025-12-03T04:19:34
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## Summary Large dataset uploads crash or hang due to memory exhaustion. This appears to be the root cause of several long-standing issues. ### Related Issues This is the root cause of: - #5990 - Pushing a large dataset on the hub consistently hangs (46 comments, open since 2023) - #7400 - 504 Gateway Timeout when u...
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encode nifti correctly when uploading lazily
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2025-12-01T16:35:07
2025-12-01T16:36:15
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CONTRIBUTOR
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When trying to upload nifti datasets lazily I got the error: ```python from pathlib import Path from datasets import load_dataset nifti_dir = Path("<local_path>") dataset = load_dataset( "niftifolder", data_dir=str(nifti_dir.absolute()), streaming=True, ) dataset.push_to_hub(repo...
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fix(fingerprint): treat TMPDIR as strict API and fail (Issue #7877)
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2025-12-01T15:37:57
2025-12-01T15:45:42
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Fixes #7877 and follows up on feedback from [`#7890`](https://github.com/huggingface/datasets/pull/7890). ## Context In [`#7890`](https://github.com/huggingface/datasets/pull/7890) it was introduced an automatic creation of the `TMPDIR` directory in `_TempCacheDir` so that `datasets` does not silently fall back to `/...
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Fix: Auto-create TMPDIR directory when it doesn't exist (Issue #7877)
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[ "> Thank you for implementing this, @ada-ggf25\r\n> \r\n> I see there are a few more uses of `tempfile` in `datasets` besides the one treated here - should they be treated in the same way as well?\r\n\r\nI had a look through the other tempfile call sites:\r\n- In `arrow_dataset.py` the code always pass an explicit ...
2025-11-29T20:35:24
2025-12-02T12:24:17
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# Fix: Auto-create TMPDIR directory when it doesn't exist Fixes #7877 ## Description This PR fixes issue #7877 by implementing automatic creation of the `TMPDIR` directory when it is set but doesn't exist. Previously, `tempfile.mkdtemp()` would silently ignore `TMPDIR` and fall back to `/tmp` if the specified direct...
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fix(tests): stabilize flaky Hub LFS integration test
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2025-11-29T17:13:18
2025-11-29T17:13:18
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## Problem `test_push_dataset_dict_to_hub_overwrite_files` intermittently fails with: ``` BadRequestError: LFS pointer pointed to a file that does not exist ``` This has been causing the `deps-latest` integration tests to fail on main (visible in recent CI runs). I ran into this while working on the BIDS loader PR an...
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Add type overloads to load_dataset for better static type inference
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2025-11-29T06:19:30
2025-11-29T06:19:30
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Fixes #7883 This PR adds @overload decorators to load_dataset() to help type checkers like Pylance and mypy correctly infer the return type based on the split and streaming parameters. Changes: - Added typing imports (Literal, overload) to load.py - Added 4 @overload signatures that map argument combinations to...
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fix(nifti): enable lazy loading for Nifti1ImageWrapper
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## Summary - **Single-line fix**: Change `dataobj=nifti_image.get_fdata()` → `dataobj=nifti_image.dataobj` - Preserves nibabel's `ArrayProxy` for true lazy loading instead of eagerly loading entire NIfTI files into memory - Improves error handling: corrupted files now fail at access time with clear context instead of s...
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7,886
feat(bids): Add BIDS dataset loader for neuroimaging data
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2025-11-29T01:22:06
2025-12-02T21:05:35
null
NONE
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## Summary Adds native BIDS (Brain Imaging Data Structure) dataset loading support using PyBIDS, enabling `load_dataset('bids', data_dir='/path/to/bids')` workflow for neuroimaging researchers. **Contributes to #7804** (Support scientific data formats) - BIDS is a widely-used standard for organizing neuroimaging data...
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7,885
Add visualization paragraph to nifti readme
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2025-11-28T14:31:28
2025-11-28T15:01:29
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Add small paragraph and video.
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Fix 7846: add_column and add_item erroneously(?) require new_fingerprint parameter
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[ "@lhoestq can you help review this pull request?", "The docs for this PR live [here](https://huggingface.co/proxy/moon-ci-docs.huggingface.co/docs/datasets/pr_7884). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-11-27T19:32:10
2025-12-04T16:09:51
2025-12-04T16:09:51
CONTRIBUTOR
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Summary of the change: Made new_fingerprint optional (Optional[str] = None) in Dataset.add_column and Dataset.add_item Added a simple test to verify both methods work without providing a fingerprint Why this change is safe: The Dataset constructor already handles fingerprint=None by generating a new fingerpri...
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7,883
Data.to_csv() cannot be recognized by pylance
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2025-11-26T16:16:56
2025-11-26T16:16:56
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### Describe the bug Hi, everyone ! I am a beginner with datasets. I am testing reading multiple CSV files from a zip archive. The result of reading the dataset shows success, and it can ultimately be correctly saved to CSV. Intermediate results: ``` Generating train split: 62973 examples [00:00, 175939.01 examples/...
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7,882
Inconsistent loading of LFS-hosted files in epfml/FineWeb-HQ dataset
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2025-11-26T14:06:02
2025-11-26T14:06:02
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### Describe the bug Some files in the `epfml/FineWeb-HQ` dataset fail to load via the Hugging Face `datasets` library. - xet-hosted files load fine - LFS-hosted files sometimes fail Example: - Fails: https://huggingface.co/datasets/epfml/FineWeb-HQ/blob/main/data/CC-MAIN-2024-26/000_00003.parquet - Works: ht...
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7,881
Fix spurious label column when directories match split names
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2025-11-26T13:59:46
2025-11-26T13:59:46
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Issue - https://github.com/huggingface/datasets/issues/7880
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Spurious label column created when audiofolder/imagefolder directories match split names
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2025-11-26T13:36:24
2025-11-26T13:36:24
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## Describe the bug When using `audiofolder` or `imagefolder` with directories for **splits** (train/test) rather than class labels, a spurious `label` column is incorrectly created. **Example:** https://huggingface.co/datasets/datasets-examples/doc-audio-4 ``` from datasets import load_dataset ds = load_dataset("dat...
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python core dump when downloading dataset
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[ "Hi @hansewetz I'm curious, for me it works just fine. Are you still observing the issue?", "Yup ... still the same issue.\nHowever, after adding a ```sleep(1)``` call after the ``` for``` loop by accident during debugging, the program terminates properly (not a good solution though ... :-) ).\nAre there some thr...
2025-11-24T06:22:53
2025-11-25T20:45:55
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### Describe the bug When downloading a dataset in streamed mode and exiting the program before the download completes, the python program core dumps when exiting: ``` terminate called without an active exception Aborted (core dumped) ``` Tested with python 3.12.3, python 3.9.21 ### Steps to reproduce the bug Cr...
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Replace papaya with niivue
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[ "@CloseChoice thanks for your work on this. As you mentioned, the prime developers for Papaya have moved on, so it is in maintenance mode, albeit it is mature and may fill all your requirements. \r\n\r\nPapaya does reflect the era of its creation, so it uses WebGL1 (which only supports 2D textures) for display and ...
2025-11-21T22:19:56
2025-11-27T20:37:04
2025-11-27T18:00:19
CONTRIBUTOR
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I was contacted by Chris Rorden whose group is developing NiiVue (see https://github.com/niivue/niivue), which leverages WebGL2 (in contrast to Papaya which is WebGL1 based). He also offered support in the implementation, which might come in handy in case of any questions later on (see DICOM implemenation). I completel...
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work around `tempfile` silently ignoring `TMPDIR` if the dir doesn't exist
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[ "Hi! Just created a Pull Request (#7890) to try to fix this using your suggestions. I hope it helps!" ]
2025-11-21T19:51:48
2025-11-29T20:37:42
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CONTRIBUTOR
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This should help a lot of users running into `No space left on device` while using `datasets`. Normally the issue is is that `/tmp` is too small and the user needs to use another path, which they would normally set as `export TMPDIR=/some/big/storage` However, the `tempfile` facility that `datasets` and `pyarrow` use ...
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test: add verification for HuggingFaceM4/InterleavedWebDocuments
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2025-11-21T15:42:09
2025-11-21T15:42:09
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Adds an integration test for the `HuggingFaceM4/InterleavedWebDocuments` dataset. - Gracefully skips if the dataset is not yet available on the Hub - Checks basic loading and structure once it becomes available Closes #7394 First-time contributor to `datasets` — really excited about this! Happy to make any ad...
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7,875
Add quickstart example to datasets README
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Nifti visualization support
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[ "The docs for this PR live [here](https://huggingface.co/proxy/moon-ci-docs.huggingface.co/docs/datasets/pr_7874). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "I tested in Colab and it works perfectly :) now I want to add `_repr_html_` everywhere ...
2025-11-19T21:56:56
2025-11-21T12:41:43
2025-11-21T12:31:18
CONTRIBUTOR
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closes #7870 leverage Papaya to visualize nifti images. For this I created a Wrapper class for `nibabel.nifti1.Nifti1Image` that provides the same interface but exposes an additional `_repr_html_` method, which is needed to visualize the image in jupyter (didn't test in colab, but that should work equivalently). ...
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7,873
Fix chunk casting and schema unification in dataset
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[ "\r\n@lhoestq would like to hear from you!\r\n" ]
2025-11-19T18:43:47
2025-11-22T19:51:30
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Updated chunk handling to cast to expected schema when features are provided or to unify schemas when not. This ensures proper schema alignment for the yielded batches. fixes #7872 This PR fixes a bug where `IterableDataset` created from a generator with explicit `features` parameter would fail during arrow oper...
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IterableDataset does not use features information in to_pandas
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[ "Created A PR!", "Another test script that can be used to test the behavior - \n\n```\nimport datasets\nfrom datasets import features\n\ndef test_crash():\n common_features = features.Features({\n \"a\": features.Value(\"int64\"),\n \"b\": features.List({\"c\": features.Value(\"int64\")}),\n }...
2025-11-19T17:12:59
2025-11-19T18:52:14
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### Describe the bug `IterableDataset` created from generator with explicit `features=` parameter seems to ignore provided features description for certain operations, e.g. `.to_pandas(...)` when data coming from the generator has missing values. ### Steps to reproduce the bug ```python import datasets from datasets...
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Reqwest Error: HTTP status client error (429 Too Many Requests)
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[ "the dataset repo: `https://huggingface.co/datasets/nvidia/PhysicalAI-Robotics-GR00T-X-Embodiment-Sim`", "Hi @yanan1116,\n\nThanks for the detailed report! However, this issue was filed in the wrong repository. This is a `huggingface_hub` issue, not a `datasets` issue.\n\nLooking at your traceback, you're using t...
2025-11-19T16:52:24
2025-11-30T13:38:32
2025-11-30T13:38:32
NONE
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### Describe the bug full error message: ``` Traceback (most recent call last): File "/home/yanan/miniconda3/bin/hf", line 7, in <module> sys.exit(main()) ~~~~^^ File "/home/yanan/miniconda3/lib/python3.13/site-packages/huggingface_hub/cli/hf.py", line 56, in main app() ~~~^^ File "/ho...
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Visualization for Medical Imaging Datasets
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[ "It would be amazing to be able to show the Papaya UI in google colab / jupyter notebook. IIRC both allow serving javascript via nbextensions that we can surely use in HTML() objects.\n\nAlternatively we could also start with a simple approach and dump the medical image data as a video file that goes through the sl...
2025-11-19T11:05:39
2025-11-21T12:31:19
2025-11-21T12:31:19
CONTRIBUTOR
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This is a followup to: https://github.com/huggingface/datasets/pull/7815. I checked the possibilities to visualize the nifti (and potentially dicom), and here's what I found: - https://github.com/aces/brainbrowser, AGPL3 license, last commit 3 months ago, latest (github) release from 2017. It's available on jsdelivr...
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Why does dataset merge fail when tools have different parameters?
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[ "Hi @hitszxs,\n This is indeed by design,\n\nThe `datasets` library is built on top of [Apache Arrow](https://arrow.apache.org/), which uses a **columnar storage format** with strict schema requirements. When you try to concatenate/merge datasets, the library checks if features can be aligned using the [`_check_if_...
2025-11-18T08:33:04
2025-11-30T03:52:07
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Hi, I have a question about SFT (Supervised Fine-tuning) for an agent model. Suppose I want to fine-tune an agent model that may receive two different tools: tool1 and tool2. These tools have different parameters and types in their schema definitions. When I try to merge datasets containing different tool definitions...
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Data duplication with `split_dataset_by_node` and `interleaved_dataset`
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[ "Hi @ValMystletainn ,\nCan I be assigned this issue?", "> split_dataset_by_node\n\nHello, I have some questions about your intended use: (1) It seems unnecessary to use interleaving for a single dataset. (2) For multiple datasets, it seems possible to interleave first and then split by node?" ]
2025-11-17T09:15:24
2025-11-29T03:21:34
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### Describe the bug Data duplication in different rank, when process a iterabledataset with first `split_dataset_by_node` and then `interleaved_dataset` ### Steps to reproduce the bug I have provide a minimum scripts ```python import os from datasets import interleave_datasets, load_dataset from datasets.distribu...
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NonMatchingSplitsSizesError when loading partial dataset files
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[ "While using verification_mode='no_checks' parameter in load_dataset() can bypass this validation, this solution is not intuitive or convenient for most users, especially those who are not familiar with all the parameters of the load_dataset() function.\n\n```python\nbook_corpus_ds = load_dataset(\n \"SaylorTwif...
2025-11-13T12:03:23
2025-11-16T15:39:23
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### Describe the bug When loading only a subset of dataset files while the dataset's README.md contains split metadata, the system throws a NonMatchingSplitsSizesError . This prevents users from loading partial datasets for quick validation in cases of poor network conditions or very large datasets. ### Steps to repr...
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docs: add Python version requirement note to installation section
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2025-11-13T09:54:35
2025-11-13T09:54:35
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Added note about Python version requirement for conda installation.
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[FEAT] MIDI feature support
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[ "The docs for this PR live [here](https://huggingface.co/proxy/moon-ci-docs.huggingface.co/docs/datasets/pr_7865). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2025-11-13T08:31:51
2025-11-14T13:58:52
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This PR adds a new `Midi` feature for reading and importing MIDI files into the datasets.
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add_column and add_item erroneously(?) require new_fingerprint parameter
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[ "Take this with a grain of salt, this is just my personal understanding:\nWhile you technically can overwrite the new_fingerprint with a string, e.g.\n```python\nt = d.add_column(\"new_column\", col_value, new_fingerprint=\"dummy_fp\")\nassert t._fingerprint == \"dummy_fp\" # this is true and will pass\n```\nthis ...
2025-11-13T02:56:49
2025-11-24T20:33:59
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### Describe the bug Contradicting their documentation (which doesn't mention the parameter at all), both Dataset.add_column and Dataset.add_item require a new_fingerprint string. This parameter is passed directly to the dataset constructor, which has the fingerprint parameter listed as optional; is there any reason i...
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Support hosting lance / vortex / iceberg / zarr datasets on huggingface hub
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[ "Kudos!", "So cool ! Would love to see support for lance :)", "@lhoestq thanks for your support! Any suggestions across `datasets` or `huggingface_hub` projects to make this happen?\n\nI just noticed this blog post: https://huggingface.co/blog/streaming-datasets\n\nDo you know if `hfFileSystem` from `huggingfac...
2025-11-13T00:51:07
2025-11-26T14:10:29
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### Feature request Huggingface datasets has great support for large tabular datasets in parquet with large partitions. I would love to see two things in the future: - equivalent support for `lance`, `vortex`, `iceberg`, `zarr` (in that order) in a way that I can stream them using the datasets library - more fine-gr...
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annotations_creators:

  • expert-generated language:
  • en language_creators:
  • found license:
  • mit multilinguality:
  • monolingual paperswithcode_id: acronym-identification pretty_name: Acronym Identification Dataset size_categories:
  • 10K<n<100K source_datasets:
  • original task_categories:
  • token-classification task_ids:
  • token-classification-other-acronym-identification train-eval-index:
  • col_mapping: labels: tags tokens: tokens config: default splits: eval_split: test task: token-classification task_id: entity_extraction
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