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https://api.github.com/repos/huggingface/datasets/issues/8192
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4,415,549,847
PR_kwDODunzps7Z_Rpc
8,192
Escape glob chars in `base_path` so directory paths with `[]` work (#7468)
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2026-05-10T12:01:55
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Fixes #7468. ## Summary `load_dataset(..., data_dir="/path/[D_DATA]/foo")` — or any path with `[`, `]`, `*`, `?` in the literal directory name — failed: `fs.glob` interpreted the bracketed segment as a glob character class, walked a much larger tree (often the whole disk on Windows) and returned no files. Users saw a...
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4,415,543,737
PR_kwDODunzps7Z_QiE
8,191
Preserve `info.features` across `IterableDataset.map(remove_columns=...)` (#7568)
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2026-05-10T11:58:54
2026-05-10T11:58:54
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Fixes #7568. ## Summary `IterableDataset.map(remove_columns=[...])` (without an explicit `features=` and without a user-provided `function`) overwrites `info.features` with `None`, so `IterableDataset.column_names` (which reads `info.features.keys()`) silently becomes `None`. The same regression bubbles up through `I...
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4,415,531,092
PR_kwDODunzps7Z_N_4
8,190
Reject `num_shards > len(dataset)` in `Dataset.shard` (#7443)
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2026-05-10T11:54:07
2026-05-10T11:54:07
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Fixes #7443. ## Summary `Dataset.shard(num_shards=N, index=i)` with `N > len(dataset)`: - silently produced empty shards (`contiguous=True`) - crashed with `IndexError: Index ... out of range for dataset of size ...` deep in `.select` (`contiguous=False`) `push_to_hub` / `save_to_disk` then surfaced this confusing I...
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4,415,209,402
PR_kwDODunzps7Z-RVx
8,189
docs: clarify `num_proc` semantics in `Dataset.batch` / `Dataset.filter` (#7700)
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2026-05-10T09:14:55
2026-05-10T09:14:55
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Fixes #7700. ## Summary `Dataset.batch.num_proc` and `Dataset.filter.num_proc` had a one-liner docstring (\"Max number of processes when generating cache. Already cached shards are loaded sequentially.\") that left readers wondering whether `None` means "no multiprocessing" or "pick a number". Both methods simply de...
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4,415,204,219
PR_kwDODunzps7Z-QXb
8,188
Don't infer labels from split-named directories in folder-based builders (#7880)
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2026-05-10T09:12:22
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Fixes #7880. ## Summary When an `audiofolder`/`imagefolder`/`videofolder` dataset is laid out as ``` folder/train/file0.mp3 folder/test/file1.mp3 ``` with no class subdirectories, label inference accumulates the parent directory of each file across **all splits**, ends up with `labels = {\"train\", \"test\"}`, sees...
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PR_kwDODunzps7Z-Oly
8,187
Better error for sliced splits in streaming mode (`train[:10%]`, `train[:N]`) (#7721)
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2026-05-10T09:07:20
2026-05-10T09:07:20
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Fixes #7721. ## Summary ```python load_dataset("user/dataset", split="train[0%:10%]", streaming=True) ``` raised the generic ``` ValueError: Bad split: train[0%:10%]. Available splits: ['train'] ``` which makes it look like the slice syntax is malformed. The actual reason is that streaming mode doesn't know the da...
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4,415,184,225
PR_kwDODunzps7Z-Mq4
8,186
docs: fix broken WebDataset documentation link in audio/video/image dataset pages (#7699)
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2026-05-10T09:02:54
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Fixes #7699. ## Summary The link to the WebDataset documentation in the audio, video and image dataset docs pages points to `https://webdataset.github.io/webdataset`, which returns **HTTP 404**. The WebDataset library now lives at `https://github.com/webdataset/webdataset`, which is the canonical documentation entry...
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4,415,181,708
PR_kwDODunzps7Z-MNS
8,185
docs: make `Dataset.map` batched example self-contained (#7703)
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2026-05-10T09:01:43
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Fixes #7703. ## Summary The batched-map example in `Dataset.map`, `DatasetDict.map` and `docs/README.md` referenced `tokenizer` without defining or importing it: ```python >>> ds = ds.map(lambda example: tokenizer(example["text"]), batched=True) ``` Users copy-pasting the snippet hit `NameError: name 'tokenizer' is...
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4,415,177,135
PR_kwDODunzps7Z-Lac
8,184
Preserve triple-slash in remote URLs (HDFS, file://, ...) in `_as_str` (#7934)
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2026-05-10T08:59:29
2026-05-10T08:59:29
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Fixes #7934. ## Summary `_as_str` routed every non-`xPath` argument — including raw strings — through `xPath(str(path))`, which inherits from `pathlib.PurePosixPath`. PurePosixPath collapses runs of slashes: ```python >>> str(PurePosixPath("hdfs:///user/path/data.parquet")) 'hdfs:/user/path/data.parquet' ``` `xPath...
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4,415,165,590
PR_kwDODunzps7Z-JW_
8,183
Add dtype="list" to List / Sequence / LargeList features (#8002)
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2026-05-10T08:53:40
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Fixes #8002. ## Summary Most feature types expose a descriptive `dtype` string: - `Value("int64").dtype == "int64"` - `ClassLabel(...).dtype == "int64"` - `Array2D(...).dtype == "<element-dtype>"` - `Image().dtype == "PIL.Image.Image"` - `Audio().dtype == "dict"` But `List`, `LargeList` and `Sequence(non-dict)` (wh...
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8,182
Fix Dataset.map crash when first examples return None and later return dict (#7990)
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Fixes #7990. ## Summary `Dataset.map` crashed with `AttributeError: 'NoneType' object has no attribute 'write'` when the user's map function returned `None` for the first few examples and a `dict` (or `pa.Table` / DataFrame) for later ones. The writer was initialized only when `i == 0` (or `i[0] == 0` in batched mod...
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The full dataset viewer is not available (click to read why). Only showing a preview of the rows. Job manager crashed while running this job (missing heartbeats). Error code: JobManagerCrashedError
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### Describe the bug The full dataset viewer is not available (click to read why). Only showing a preview of the rows. Job manager crashed while running this job (missing heartbeats). Error code: JobManagerCrashedError see: https://huggingface.co/datasets/Genius-Society/tt100k/viewer ### Steps to reproduce the bug...
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Nightly OSS: Bug loading `sentence-transformers/parallel-sentences`
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Automated nightly Codex contribution for https://github.com/huggingface/datasets/issues/5081. Verification: - See the uploaded nightly artifacts for the Codex final report. - See this workflow run for exact commands and logs. This PR is generated by xodn348/oss-nightly-control and is opened ready for maintainer revie...
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8,176
Fix Parquet streaming hangs at the end of script
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8176). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-05-06T14:38:47
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the fix is applied for pyarrow<=24 for now since it involves a gc.collect() call that won't be needed as a fix is being added in arrow fix https://github.com/huggingface/datasets/issues/8169 fix https://github.com/huggingface/datasets/issues/7467
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Support fsspec 2026.4.0
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add a fix for https://github.com/fsspec/filesystem_spec/pull/2012
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feat: add `on_error` to Image/Audio/Video features and IterableDatase…
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[ "Hi @lhoestq — this PR implements your design from issue #8165. Quick alignment check:\n\n- **Q1 (Exception scope)**: catch-all `except Exception` in all three feature decoders (Image/Audio/Video) ✅\n- **Q2 (Default)**: `on_error=\"raise\"` preserves current behavior ✅\n- **Q3 (Naming)**: exposed via `IterableDatas...
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…t.decode() Adds a new `on_error` parameter that controls how decoding failures are handled. This addresses the long-standing problem where a single corrupted sample in a streaming dataset (bad EXIF, truncated bytes, unidentified format, ...) raises an exception inside the generator frame and silently kills the enti...
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fix(image): guard exif_transpose against corrupted EXIF rational tags
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## Summary When an `IterableDataset` contains images with corrupted EXIF metadata (e.g. a TIFF rational tag whose denominator is zero), `PIL.ImageOps.exif_transpose` raises `ZeroDivisionError` inside `Image.decode_example`. Because this exception escapes the internal generator frame, the streaming iterator dies immedi...
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Add batch(by_column=...)
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Will be useful for robotics dataset to batch samples by episode cc @pkooij example of usage: ```python from datasets import Dataset ds = Dataset.from_dict({"episode": [0] * 10 + [1] * 10, "frame": list(range(10)) * 2}) # ds = ds.to_iterable_dataset() ds = ds.batch(by_column="episode") for x in ds: pr...
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Dataset UI shows 0:00/0:00 for audio after push_to_hub
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[ "Hello,\nI am trying to find my first issue to resolve. I can't reproduce your problem. When I go in the hub UI to your dataset. I can see the length of each audio. It takes some time to load \n\n## Dataset Card\n<img width=\"584\" height=\"644\" alt=\"Image\" src=\"https://github.com/user-attachments/assets/8b0e38...
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I’m seeing an issue where audio previews in the dataset viewer show `0:00/0:00` after uploading with push_to_hub. ## What I did I tried to avoid `torchcodec` because I want to keep the packages small using the following code: ```python import io import os import shutil import tempfile from pathlib import Path imp...
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fix(map): fix progress bar exceeding total when load_from_cache_file=False
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## Summary When `load_from_cache_file=False`, the progress bar in `Dataset.map()` displayed a count that exceeded the dataset size (e.g. "800 examples" for a 400-row dataset). The bug: `pbar_initial` was computed using `len(existing_cache_files)`, which counts cache files on disk regardless of whether they would...
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8,169
Streaming dataset hangs consistently
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[ "+1 also encountered", "I pushed a workaround for the current version of PyArrow (24.0.0) and older versions at https://github.com/huggingface/datasets/pull/8176\n\nFor future versions it should be fixed directly in PyArrow" ]
2026-05-01T20:27:58
2026-05-06T16:07:04
2026-05-06T16:06:08
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### Describe the bug When loading a dataset with `streaming=True`, some background process prevents the script from ever returning (or at least for a very long time). This did not happen with `huggingface-hub < 1`. ### Steps to reproduce the bug from datasets import load_dataset ds = load_dataset("IRIIS-RESEARCH/N...
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docs(map): clarify that fn_kwargs yields a stable cache fingerprint vs closures
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2026-05-01T09:33:30
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## Summary When `Dataset.map()` or `Dataset.filter()` receives a closure that closes over an object containing non-deterministic state — for example a UUID, a random seed, or any mutable attribute of a class instance — `dill` serialises the **entire** captured object into the fingerprint. Two calls that are logically...
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8,167
[BUG] Abnormal progress bar in dataset.map when load_from_cache_file=False
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[ "https://github.com/huggingface/datasets/blob/4e3bf52ff436d841e61211dfa096b5c47197ae36/src/datasets/arrow_dataset.py#L3593-L3598", "Hi, can you provide more details on the issue ?", "<img width=\"340\" height=\"26\" alt=\"Image\" src=\"https://github.com/user-attachments/assets/0dca6f47-4a8d-4871-a908-f58df856e...
2026-04-30T08:47:53
2026-05-05T10:52:23
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### Describe the bug datasets 4.8.5 ```python from datasets import load_dataset, load_from_disk data = load_from_disk('pretrain_cached_dataset/train') def dummy_map(example): return example dataset = data.map(dummy_map) dataset = data.map(dummy_map, load_from_cache_file=True) ...
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Fix storage_options lookup for streaming Lance datasets
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8166). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "CI failure is unrelated and is due to https://github.com/pandas-dev/pandas/issues/65462...
2026-04-30T02:34:57
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In `Lance._split_generators`, the `storage_options` lookup used `files[0].split("://", 0)[0] + "://"`, which has two bugs that compound: `split("://", 0)` does not split at all (maxsplit=0), and the `storage_options` dict is keyed by the bare scheme (`"hf"`), not `"hf://"`. The lookup therefore always returned `None`, ...
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8,165
IterableDataset: corrupted EXIF image silently terminates streaming iterator instead of skipping the sample
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[ "Hi ! Would it be acceptable to return None instead of skipping ? This way we can provide the same API for non-streaming (since the length of the dataset is known in advance and fixed). Then a subsequent .filter call can take care of skipping the samples. Something like this maybe ?\n\n```python\nds = load_dataset(...
2026-04-30T02:20:54
2026-05-06T07:31:42
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## Summary When iterating over a streaming `IterableDataset` that contains images with corrupted EXIF metadata (e.g., a TIFF rational tag with denominator=0), PIL raises `ZeroDivisionError` inside `exif_transpose`. This exception propagates through the HuggingFace `datasets` pipeline and **terminates the streaming ite...
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8,164
Lance: HF auth token dropped for private repos in streaming mode (broken `storage_options` lookup)
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[ "I can see the fix. Changing `split(\"://\", 0)` to `split(\"://\", 1)` and removing the `+ \"://\"` suffix. The key lookup should be `\"hf\"` not `\"hf://\"`. \nI'd like to submit a PR for this. Is this still open?", "Well, I am already writing a PR for this, and it is just about to be submitted." ]
2026-04-30T02:03:33
2026-04-30T15:38:43
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### Describe the bug When `Lance._split_generators` receives `hf://` URIs - i.e. anywhere a `StreamingDownloadManager` is in play (`load_dataset(..., streaming=True)`, `get_dataset_split_names`, and the dataset-viewer worker) - the HF auth token is silently dropped before reaching `lance.dataset(...)`. Lance then atte...
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add agent trace prompt, sent_at, count fields
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8163). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
2026-04-29T23:13:58
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- add agent trace metadata columns: `prompt`, `sent_at`, `num_user_messages`, and `num_tool_calls`. - extract `prompt` / `sent_at` from the first real user message for Claude Code, Pi/OpenClaw, and Codex traces.
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Include all test files in sdist via MANIFEST.in
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Fixes #8159. ## What's wrong The sdist on PyPI for `datasets==4.8.5` only ships **37 of the 95** files under `tests/`. Without an explicit `MANIFEST.in`, setuptools' default sdist behavior includes only top-level `tests/test_*.py` files and drops everything else. Files missing from the current sdist: - `tests/conft...
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Pass library_name/version to HfApi in dataset push and delete paths
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8161). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
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Adds `library_name="datasets"` and `library_version=__version__` to 12 bare `HfApi(endpoint=..., token=...)` instantiations across `hub.py`, `arrow_dataset.py`, `iterable_dataset.py`, and `dataset_dict.py`. Commits made via `push_to_hub` / `delete_from_hub` currently report a User-Agent of `unknown/None; hf_hub/X.Y.Z; ...
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feat: add TsFile (Apache IoTDB) packaged builder with per-device wide format
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[ "Hi team 👋\n\nA bit of background on me: I'm a PMC member of both [Apache TsFile](https://tsfile.apache.org/) and [Apache IoTDB](https://iotdb.apache.org/), and one of the core contributors to the TsFile format specification and its Python SDK ([`tsfile` on PyPI](https://pypi.org/project/tsfile/)). I've been worki...
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Closes #7922 ## Summary Add a packaged builder for [TsFile](https://tsfile.apache.org/) — the columnar time-series file format used as the native storage layer of [Apache IoTDB](https://iotdb.apache.org/). This enables `load_dataset("tsfile", data_files="...")` with automatic `.tsfile` extension detection. ### Data ...
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tests/conftest.py, tests/_test_patching.py, tests/fixtures/fsspec.py and other files are missing from the PYPI distribution
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[ "Hey, ran into something similar a while back when we were packaging a custom dataset loader for a client at v4.7.x. Turns out, PyPI distributions sometimes skip test files and fixtures like `conftest.py` since they're not critical for runtime—honestly, it's a packaging config thing in `setup.py` or `pyproject.toml...
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### Describe the bug Version: 4.8.5 ### Steps to reproduce the bug n/a ### Expected behavior n/a ### Environment info n/a
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_8158). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update." ]
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Fixes #7928 When `load_dataset()` falls back to the local cache, for example when offline or when the Hub is unreachable, it ignores the `revision` argument and simply returns the most recently modified cached version. This can lead to unexpected behavior when a specific revision is requested. This happens becaus...
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