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6631
Fix filelock: use current umask for filelock >= 3.10
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2024-01-30T12:56:01
2024-01-30T15:34:49
2024-01-30 15:28:37+00:00
MEMBER
nan
reported in https://github.com/huggingface/evaluate/issues/542 cc @stas00 @williamberrios close https://github.com/huggingface/datasets/issues/6589
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6630
Bump max range of dill to 0.3.8
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2024-01-29T21:35:55
2024-01-30T16:19:45
2024-01-30 15:12:25+00:00
CONTRIBUTOR
nan
Release on Jan 27, 2024: https://pypi.org/project/dill/0.3.8/#history
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6629
Support push_to_hub without org/user to default to logged-in user
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2024-01-29T15:36:52
2024-02-05T12:35:43
2024-02-05 12:29:36+00:00
MEMBER
nan
This behavior is aligned with: - the behavior of `datasets` before merging #6519 - the behavior described in the corresponding docstring - the behavior of `huggingface_hub.create_repo` Revert "Support push_to_hub canonical datasets (#6519)" - This reverts commit a887ee78835573f5d80f9e414e8443b4caff3541. Fix...
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6628
Make CLI test support multi-processing
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2024-01-29T15:30:09
2024-02-05T10:29:20
2024-02-05 10:23:13+00:00
MEMBER
nan
Support passing `--num_proc` to CLI test. This was really useful recently to run the command on `pubmed`: https://huggingface.co/datasets/pubmed/discussions/11
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6627
Disable `tqdm` bars in non-interactive environments
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2024-01-29T15:18:21
2024-01-29T15:47:34
2024-01-29 15:41:32+00:00
COLLABORATOR
nan
Replace `disable=False` with `disable=None` in the `tqdm` bars to disable them in non-interactive environments (by default). For more info, see a [similar PR](https://github.com/huggingface/huggingface_hub/pull/2000) in `huggingface_hub`.
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6626
Raise error on bad split name
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2024-01-29T13:17:41
2024-01-29T15:18:25
2024-01-29 15:12:18+00:00
MEMBER
nan
e.g. dashes '-' are not allowed in split names This should add an error message on datasets with unsupported split names like https://huggingface.co/datasets/open-source-metrics/test cc @AndreaFrancis
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6624
How to download the laion-coco dataset
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[ "Hi, this dataset has been disabled by the authors, so unfortunately it's no longer possible to download it." ]
2024-01-28T03:56:05
2024-02-06T09:43:31
2024-02-06 09:43:31+00:00
NONE
nan
The laion coco dataset is not available now. How to download it https://huggingface.co/datasets/laion/laion-coco
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I_kwDODunzps59ZoKr
6623
streaming datasets doesn't work properly with multi-node
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[ "@mariosasko, @lhoestq, @albertvillanova\r\nhey guys! can anyone help? or can you guys suggest who can help with this?", "Hi ! \r\n\r\n1. When the dataset is running of of examples, the last batches received by the GPU can be incomplete or empty/missing. We haven't implemented yet a way to ignore the last batch. ...
2024-01-27T23:46:13
2024-03-08T14:27:08
NaT
NONE
nan
### Feature request Let’s say I have a dataset with 5 samples with values [1, 2, 3, 4, 5], with 2 GPUs (for DDP) and batch size of 2. This dataset is an `IterableDataset` since I am streaming it. Now I split the dataset using `split_dataset_by_node` to ensure it doesn’t get repeated. And since it’s already splitt...
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2103780697
I_kwDODunzps59ZSVZ
6622
multi-GPU map does not work
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[ "This should now be fixed by https://github.com/huggingface/datasets/pull/6550 and updated with https://github.com/huggingface/datasets/pull/6646\r\n\r\nFeel free to re-open if you're still having issues :)" ]
2024-01-27T20:06:08
2024-02-08T11:18:21
2024-02-08 11:18:21+00:00
NONE
nan
### Describe the bug Here is the code for single-GPU processing: https://pastebin.com/bfmEeK2y Here is the code for multi-GPU processing: https://pastebin.com/gQ7i5AQy Here is the video showing that the multi-GPU mapping does not work as expected (there are so many things wrong here, it's better to watch the 3-min...
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6621
deleted
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2024-01-27T16:59:58
2024-01-27T17:14:43
2024-01-27 17:14:43+00:00
NONE
nan
...
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2103110536
I_kwDODunzps59WuuI
6620
wiki_dpr.py error (ID mismatch between lines {id} and vector {vec_id}
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[ "Thanks for reporting, @kiehls90.\r\n\r\nAs this seems an issue with the specific \"wiki_dpr\" dataset, I am transferring the issue to the corresponding dataset page: https://huggingface.co/datasets/wiki_dpr/discussions/13" ]
2024-01-27T01:00:09
2024-02-06T09:40:19
2024-02-06 09:40:19+00:00
NONE
nan
### Describe the bug I'm trying to run a rag example, and the dataset is wiki_dpr. wiki_dpr download and extracting have been completed successfully. However, at the generating train split stage, an error from wiki_dpr.py keeps popping up. Especially in "_generate_examples" : 1. The following error occurs in the...
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2102407478
PR_kwDODunzps5lK2VY
6619
Migrate from `setup.cfg` to `pyproject.toml`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6619). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-01-26T15:27:10
2024-01-26T15:53:40
2024-01-26 15:47:32+00:00
COLLABORATOR
nan
Based on https://github.com/huggingface/huggingface_hub/pull/1971 in `hfh`
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2101868198
I_kwDODunzps59R_am
6618
While importing load_dataset from datasets
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[ "Hi! Can you please share the error's stack trace so we can see where it comes from?", "We cannot reproduce the issue and we do not have enough information: environment info (need to run `datasets-cli env`), stack trace,...\r\n\r\nI am closing the issue. Feel free to reopen it (with additional information) if the...
2024-01-26T09:21:57
2024-07-04T03:26:35
2024-02-06 09:25:54+00:00
NONE
nan
### Describe the bug cannot import name 'DEFAULT_CIPHERS' from 'urllib3.util.ssl_' this is the error i received ### Steps to reproduce the bug from datasets import load_dataset ### Expected behavior No errors ### Environment info python 3.11.5
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2100459449
PR_kwDODunzps5lEagV
6617
Fix CI: pyarrow 15, pandas 2.2 and sqlachemy
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6617). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-01-25T13:57:41
2024-01-26T14:56:46
2024-01-26 14:50:44+00:00
MEMBER
nan
this should fix the CI failures on `main` close https://github.com/huggingface/datasets/issues/5477
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2100125709
PR_kwDODunzps5lDSEL
6616
Use schema metadata only if it matches features
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6616). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-01-25T11:01:14
2024-01-26T16:25:24
2024-01-26 16:19:12+00:00
MEMBER
nan
e.g. if we use `map` in arrow format and transform the table, the returned table might have new columns but the metadata might be wrong
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2098951409
I_kwDODunzps59G3Tx
6615
...
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[ "Sorry I posted in the wrong repo, please delete.. thanks!" ]
2024-01-24T19:37:03
2024-01-24T19:42:30
2024-01-24 19:40:11+00:00
NONE
nan
...
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2098884520
I_kwDODunzps59Gm-o
6614
`datasets/downloads` cleanup tool
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2024-01-24T18:52:10
2024-01-24T18:55:09
NaT
CONTRIBUTOR
nan
### Feature request Splitting off https://github.com/huggingface/huggingface_hub/issues/1997 - currently `huggingface-cli delete-cache` doesn't take care of cleaning `datasets` temp files e.g. I discovered having millions of files under `datasets/downloads` cache, I had to do: ``` sudo find /data/huggingface/...
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2098078210
I_kwDODunzps59DiIC
6612
cnn_dailymail repeats itself
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[ "Hi ! We recently updated `cnn_dailymail` and now `datasets>=2.14` is needed to load it.\r\n\r\nYou can update `datasets` with\r\n\r\n```\r\npip install -U datasets\r\n```" ]
2024-01-24T11:38:25
2024-02-01T08:14:50
2024-02-01 08:14:50+00:00
NONE
nan
### Describe the bug When I try to load `cnn_dailymail` dataset, it takes longer than usual and when I checked the dataset it's 3x bigger than it's supposed to be. Check https://huggingface.co/datasets/cnn_dailymail: it says 287k rows for train. But when I check length of train split it says 861339. Also I che...
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2096004858
I_kwDODunzps587n76
6611
`load_from_disk` with large dataset from S3 runs into `botocore.exceptions.ClientError`
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2024-01-23T12:37:57
2024-01-23T12:37:57
NaT
NONE
nan
### Describe the bug When loading a large dataset (>1000GB) from S3 I run into the following error: ``` Traceback (most recent call last): File "/home/alp/.local/lib/python3.10/site-packages/s3fs/core.py", line 113, in _error_wrapper return await func(*args, **kwargs) File "/home/alp/.local/lib/python3....
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2095643711
I_kwDODunzps586Pw_
6610
cast_column to Sequence(subfeatures_dict) has err
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[ "Hi! You are passing the wrong feature type to `cast_column`. This is the fixed call:\r\n```python\r\nais_dataset = ais_dataset.cast_column(\"my_labeled_bbox\", {\"bbox\": Sequence(Value(dtype=\"int64\")), \"label\": ClassLabel(names=[\"cat\", \"dog\"])})\r\n```", "> Hi! You are passing the wrong feature type to ...
2024-01-23T09:32:32
2024-01-25T02:15:23
2024-01-25 02:15:23+00:00
NONE
nan
### Describe the bug I am working with the following demo code: ``` from datasets import load_dataset from datasets.features import Sequence, Value, ClassLabel, Features ais_dataset = load_dataset("/data/ryan.gao/ais_dataset_cache/raw/1978/") ais_dataset = ais_dataset["train"] def add_class(example): ...
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2095085650
I_kwDODunzps584HhS
6609
Wrong path for cache directory in offline mode
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[ "+1", "same error in 2.16.1", "@kongjiellx any luck with the issue?", "I opened https://github.com/huggingface/datasets/pull/6632 to fix this issue. Once it's merged we'll do a new release of `datasets`", "Thanks @lhoestq !" ]
2024-01-23T01:47:19
2024-02-06T17:21:25
2024-02-06 17:21:25+00:00
NONE
nan
### Describe the bug Dear huggingfacers, I'm trying to use a subset of the-stack dataset. When I run the command the first time ``` dataset = load_dataset( path='bigcode/the-stack', data_dir='data/fortran', split='train' ) ``` It downloads the files and caches them normally. Nevertheless, ...
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2094153292
PR_kwDODunzps5ku_lN
6608
Add `with_rank` param to `Dataset.filter`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6608). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-01-22T15:19:16
2024-01-29T16:43:11
2024-01-29 16:36:53+00:00
COLLABORATOR
nan
Fix #6564
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2091766063
PR_kwDODunzps5knGse
6607
Update features.py to avoid bfloat16 unsupported error
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[ "I think not all torch tensors should be converted to float, what if it's a tensor of integers for example ?\r\nMaybe you can check for the tensor dtype before converting", "@lhoestq Please could this be merged? 🙏", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>Show up...
2024-01-20T00:39:44
2024-05-17T09:46:29
2024-05-17 09:40:13+00:00
CONTRIBUTOR
nan
Fixes https://github.com/huggingface/datasets/issues/6566 Let me know if there's any tests I need to clear.
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2091088785
PR_kwDODunzps5kk3KB
6606
Dedicated RNG object for fingerprinting
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6606). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-01-19T18:34:47
2024-01-26T15:11:38
2024-01-26 15:05:34+00:00
COLLABORATOR
nan
Closes https://github.com/huggingface/datasets/issues/6604, closes https://github.com/huggingface/datasets/issues/2775
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2090188376
I_kwDODunzps58lb5Y
6605
ELI5 no longer available, but referenced in example code
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[ "Addressed in https://github.com/huggingface/transformers/pull/28715." ]
2024-01-19T10:21:52
2024-02-01T17:58:23
2024-02-01 17:58:22+00:00
NONE
nan
Here, an example code is given: https://huggingface.co/docs/transformers/tasks/language_modeling This code + article references the ELI5 dataset. ELI5 is no longer available, as the ELI5 dataset page states: https://huggingface.co/datasets/eli5 "Defunct: Dataset "eli5" is defunct and no longer accessible due to u...
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2089713945
I_kwDODunzps58joEZ
6604
Transform fingerprint collisions due to setting fixed random seed
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[ "I've opened a PR with a fix.", "I don't think the PR fixes the root cause, since it still relies on the `random` library which will often have its seed fixed. I think the builtin `uuid.uuid4()` is a better choice: https://docs.python.org/3/library/uuid.html" ]
2024-01-19T06:32:25
2024-01-26T15:05:35
2024-01-26 15:05:35+00:00
NONE
nan
### Describe the bug The transform fingerprinting logic relies on the `random` library for random bits when the function is not hashable (e.g. bound methods as used in `trl`: https://github.com/huggingface/trl/blob/main/trl/trainer/dpo_trainer.py#L356). This causes collisions when the training code sets a fixed random...
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2089230766
I_kwDODunzps58hyGu
6603
datasets map `cache_file_name` does not work
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[ "Unfortunately, I'm unable to reproduce this error. Can you share the reproducer?", "```\r\nds = datasets.Dataset.from_dict(dict(a=[i for i in range(100)]))\r\nds.map(lambda item: dict(b=item['a'] * 2), cache_file_name=\"/tmp/whatever-fn\") # this worked\r\nds.map(lambda item: dict(b=item['a'] * 2), cache_file_na...
2024-01-18T23:08:30
2024-01-28T04:01:15
NaT
NONE
nan
### Describe the bug In the documentation `datasets.Dataset.map` arg `cache_file_name` is said to be a string, but it doesn't work. ### Steps to reproduce the bug 1. pick a dataset 2. write a map function 3. do `ds.map(..., cache_file_name='some_filename')` 4. it crashes ### Expected behavior It will tell you t...
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2089217483
I_kwDODunzps58hu3L
6602
Index error when data is large
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2024-01-18T23:00:47
2024-01-18T23:00:47
NaT
NONE
nan
### Describe the bug At `save_to_disk` step, the `max_shard_size` by default is `500MB`. However, one row of the dataset might be larger than `500MB` then the saving will throw an index error. Without looking at the source code, the bug is due to wrong calculation of number of shards which i think is `total_size / m...
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2088624054
PR_kwDODunzps5kcWN0
6601
add safety checks when using only part of dataset
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[ "Hi ! The metrics in `datasets` are deprecated in favor of https://github.com/huggingface/evaluate\r\n\r\nYou can open a PR here instead: https://huggingface.co/spaces/evaluate-metric/squad_v2/tree/main" ]
2024-01-18T16:16:59
2024-02-08T14:33:10
NaT
NONE
nan
Added some checks to prevent errors that arrise when using evaluate.py on only a portion of the squad 2.0 dataset.
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2088446385
I_kwDODunzps58eymx
6600
Loading CSV exported dataset has unexpected format
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[ "Hi! Parquet is the only format that supports complex/nested features such as `Translation`. So, this should work:\r\n```python\r\ntest_dataset = load_dataset(\"opus100\", name=\"en-fr\", split=\"test\")\r\n\r\n# Save with .to_parquet()\r\ntest_parquet_path = \"try_testset_save.parquet\"\r\ntest_dataset.to_parquet(...
2024-01-18T14:48:27
2024-01-23T14:42:32
NaT
NONE
nan
### Describe the bug I wanted to be able to save a HF dataset for translations and load it again in another script, but I'm a bit confused with the documentation and the result I've got so I'm opening this issue to ask if this behavior is as expected. ### Steps to reproduce the bug The documentation I've mainly cons...
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2086684664
I_kwDODunzps58YEf4
6599
Easy way to segment into 30s snippets given an m4a file and a vtt file
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[ "Hi! Non-generic data processing is out of this library's scope, so it's downstream libraries/users' responsibility to implement such logic.", "That's fair. Thanks" ]
2024-01-17T17:51:40
2024-01-23T10:42:17
2024-01-22 15:35:49+00:00
NONE
nan
### Feature request Uploading datasets is straightforward thanks to the ability to push Audio to hub. However, it would be nice if the data (text and audio) could be segmented when being pushed (if not possible already). ### Motivation It's easy to create a vtt file from an audio file. If there could be auto-segment...
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2084236605
I_kwDODunzps58Ou09
6598
Unexpected keyword argument 'hf' when downloading CSV dataset from S3
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[ "I am facing similar issue while reading a csv file from s3. Wondering if somebody has found a workaround. ", "same thing happened to other formats like parquet", "I am facing similar issue while reading a parquet file from s3.\r\ni try with every version between 2.14 to 2.16.1 but it dosen't work ", "Re-def...
2024-01-16T15:16:01
2024-04-24T13:43:50
NaT
NONE
nan
### Describe the bug I receive this error message when using `load_dataset` with "csv" path and `dataset_files=s3://...`: ``` TypeError: Session.__init__() got an unexpected keyword argument 'hf' ``` I found a similar issue here: https://stackoverflow.com/questions/77596258/aws-issue-load-dataset-from-s3-fails-w...
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2083708521
I_kwDODunzps58Mt5p
6597
Dataset.push_to_hub of a canonical dataset creates an additional dataset under the user namespace
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[ "It is caused by these code lines: https://github.com/huggingface/datasets/blob/9d6d16117a30ba345b0236407975f701c5b288d4/src/datasets/dataset_dict.py#L1688-L1694", "Also note the information in the docstring: https://github.com/huggingface/datasets/blob/9d6d16117a30ba345b0236407975f701c5b288d4/src/datasets/datase...
2024-01-16T11:27:07
2024-02-05T12:29:37
2024-02-05 12:29:37+00:00
MEMBER
nan
While using `Dataset.push_to_hub` of a canonical dataset, an additional dataset was created under my user namespace. ## Steps to reproduce the bug The command: ```python commit_info = ds.push_to_hub( "caner", config_name="default", commit_message="Convert dataset to Parquet", commit_descriptio...
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2083108156
PR_kwDODunzps5kJceH
6596
Drop redundant None guard.
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6596). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-01-16T06:31:54
2024-01-16T17:16:16
2024-01-16 17:05:52+00:00
CONTRIBUTOR
nan
`xxx if xxx is not None else None` is no-op.
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2082896148
I_kwDODunzps58JnkU
6595
Loading big dataset raises pyarrow.lib.ArrowNotImplementedError 2
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[ "Hi ! I think the issue comes from the \"float16\" features that are not supported yet in Parquet\r\n\r\nFeel free to open an issue in `pyarrow` about this. In the meantime, I'd encourage you to use \"float32\" for your \"pooled_prompt_embeds\" and \"prompt_embeds\" features.\r\n\r\nYou can cast them to \"float32\"...
2024-01-16T02:03:09
2024-01-27T18:26:33
2024-01-26 02:28:32+00:00
NONE
nan
### Describe the bug I'm aware of the issue #5695 . I'm using a modified SDXL trainer: https://github.com/kopyl/diffusers/blob/5e70f604155aeecee254a5c63c5e4236ad4a0d3d/examples/text_to_image/train_text_to_image_sdxl.py#L1027C16-L1027C16 So i 1. Map dataset 2. Save to disk 3. Try to upload: ``` import data...
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2082748275
I_kwDODunzps58JDdz
6594
IterableDataset sharding logic needs improvement
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2024-01-15T22:22:36
2024-01-15T22:25:10
NaT
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nan
### Describe the bug The sharding of IterableDatasets with respect to distributed and dataloader worker processes appears problematic with significant performance traps and inconsistencies wrt to distributed train processes vs worker processes. Splitting across num_workers (per train process loader processes) and...
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2082410257
I_kwDODunzps58Hw8R
6592
Logs are delayed when doing .map when `docker logs`
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[ "Hi! `tqdm` doesn't work well in non-interactive environments, so there isn't much we can do about this. It's best to [disable it](https://huggingface.co/docs/datasets/v2.16.1/en/package_reference/utilities#datasets.disable_progress_bars) in such environments and instead use logging to track progress." ]
2024-01-15T17:05:21
2024-02-12T17:35:21
2024-02-12 17:35:21+00:00
NONE
nan
### Describe the bug When I run my SD training in a Docker image and then listen to logs like `docker logs train -f`, the progress bar is delayed. It's updating every few percent. When you have a large dataset that has to be mapped (like 1+ million samples), it's crucial to see the updates in real-time, not every co...
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2082378957
I_kwDODunzps58HpTN
6591
The datasets models housed in Dropbox can't support a lot of users downloading them
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[ "Hi! Indeed, Dropbox is not a reliable host. I've just merged https://huggingface.co/datasets/PolyAI/minds14/discussions/24 to fix this by hosting the data files inside the repo." ]
2024-01-15T16:43:38
2024-01-22T23:18:09
2024-01-22 23:18:09+00:00
NONE
nan
### Describe the bug I'm using the datasets ``` from datasets import load_dataset, Audio dataset = load_dataset("PolyAI/minds14", name="en-US", split="train") ``` And it seems that sometimes when I imagine a lot of users are accessing the same resources, the Dropbox host fails: `raise ConnectionError(...
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2082000084
I_kwDODunzps58GMzU
6590
Feature request: Multi-GPU dataset mapping for SDXL training
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2024-01-15T13:06:06
2024-01-15T13:07:07
NaT
NONE
nan
### Feature request We need to speed up SDXL dataset pre-process. Please make it possible to use multiple GPUs for the [official SDXL trainer](https://github.com/huggingface/diffusers/blob/main/examples/text_to_image/train_text_to_image_sdxl.py) :) ### Motivation Pre-computing 3 million of images takes around ...
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2081358619
I_kwDODunzps58DwMb
6589
After `2.16.0` version, there are `PermissionError` when users use shared cache_dir
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[ "We'll do a new release of `datasets` in the coming days with a fix !", "@lhoestq Thank you very much!" ]
2024-01-15T06:46:27
2024-02-02T07:55:38
2024-01-30 15:28:38+00:00
NONE
nan
### Describe the bug - We use shared `cache_dir` using `HF_HOME="{shared_directory}"` - After dataset version 2.16.0, datasets uses `filelock` package for file locking #6445 - But, `filelock` package make `.lock` file with `644` permission - Dataset is not available to other users except the user who created the ...
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2081284253
I_kwDODunzps58DeCd
6588
fix os.listdir return name is empty string
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2024-01-15T05:34:36
2024-01-24T10:08:29
2024-01-24 10:08:29+00:00
CONTRIBUTOR
nan
### Describe the bug xlistdir return name is empty string Overloaded os.listdir ### Steps to reproduce the bug ```python from datasets.download.streaming_download_manager import xjoin from datasets.download.streaming_download_manager import xlistdir config = DownloadConfig(storage_options=options) manger = Str...
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2080348016
PR_kwDODunzps5kAT_5
6587
Allow concatenation of datasets with mixed structs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6587). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "friendly bump", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<...
2024-01-13T15:33:20
2024-02-15T15:20:06
2024-02-08 14:38:32+00:00
CONTRIBUTOR
nan
Fixes #6466 The idea is to do a recursive check for structs. PyArrow handles it well enough. For a demo you can do: ```python from datasets import Dataset, concatenate_datasets ds = Dataset.from_dict({'speaker': [{'name': 'Ben', 'email': None}]}) ds2 = Dataset.from_dict({'speaker': [{'name': 'Fred', 'e...
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PR_kwDODunzps5j8aJn
6586
keep more info in DatasetInfo.from_merge #6585
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[ "@JochenSiegWork fyi, that seems to also affect the `trainer.push_to_hub()` method, which I guess also needs to parse that DatasetInfo from the `kwargs` used by `push_to_hub`.\r\nThere is short discussion about it [here](https://github.com/huggingface/blog/issues/1623).\r\nWould be great if you can check if your PR...
2024-01-12T16:08:16
2024-01-26T15:59:35
2024-01-26 15:53:28+00:00
CONTRIBUTOR
nan
* try not to merge DatasetInfos if they're equal * fixes losing DatasetInfo during parallel Dataset.map
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2078874005
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6585
losing DatasetInfo in Dataset.map when num_proc > 1
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[ "Hi ! This issue comes from the fact that `map()` with `num_proc>1` shards the dataset in multiple chunks to be processed (one per process) and merges them. The DatasetInfos of each chunk are then merged together, but for some fields like `dataset_name` it's not been implemented and default to None.\r\n\r\nThe Data...
2024-01-12T13:39:19
2024-01-12T14:08:24
NaT
CONTRIBUTOR
nan
### Describe the bug Hello and thanks for developing this package! When I process a Dataset with the map function using multiple processors some set attributes of the DatasetInfo get lost and are None in the resulting Dataset. ### Steps to reproduce the bug ```python from datasets import Dataset, DatasetInfo...
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2078454878
I_kwDODunzps574rRe
6584
np.fromfile not supported
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[ "@lhoestq\r\nCan you provide me with some ideas?", "Hi ! What's the error ?", "@lhoestq \r\n```\r\nTraceback (most recent call last):\r\n File \"/home/dongzf/miniconda3/envs/dataset_ai/lib/python3.11/runpy.py\", line 198, in _run_module_as_main\r\n return _run_code(code, main_globals, None,\r\n ^^...
2024-01-12T09:46:17
2024-01-15T05:20:50
NaT
CONTRIBUTOR
nan
How to do np.fromfile to use it like np.load ```python def xnumpy_fromfile(filepath_or_buffer, *args, download_config: Optional[DownloadConfig] = None, **kwargs): import numpy as np if hasattr(filepath_or_buffer, "read"): return np.fromfile(filepath_or_buffer, *args, **kwargs) else: ...
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2077049491
PR_kwDODunzps5j1DzY
6583
remove eli5 test
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6583). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-01-11T16:05:20
2024-01-11T16:15:34
2024-01-11 16:09:24+00:00
MEMBER
nan
since the dataset is defunct
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2076072101
PR_kwDODunzps5jxpry
6582
Fix for Incorrect ex_iterable used with multi num_worker
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[ "A toy example to reveal the bug.\r\n\r\n```python\r\n\"\"\"\r\nDATASETS_VERBOSITY=debug torchrun --nproc-per-node 2 main.py \r\n\"\"\"\r\nimport torch.utils.data\r\nimport torch.distributed\r\nimport datasets.distributed\r\nimport datasets\r\n\r\n# num shards = 4\r\nshards = [(0, 100), (100, 200), (200, 300), (300...
2024-01-11T08:49:43
2024-03-01T19:09:14
2024-03-01 19:02:33+00:00
CONTRIBUTOR
nan
Corrects an issue where `self._ex_iterable` was erroneously used instead of `ex_iterable`, when both Distributed Data Parallel (DDP) and multi num_worker are used concurrently. This improper usage led to the generation of incorrect `shards_indices`, subsequently causing issues with the control flow responsible for work...
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2075919265
PR_kwDODunzps5jxIbt
6581
fix os.listdir return name is empty string
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6581). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "\r\nObj [\"name\"] ends with \"/\"", "@lhoestq \r\n\r\nhello,\r\nCan you help me chec...
2024-01-11T07:10:55
2024-01-24T10:14:43
2024-01-24 10:08:28+00:00
CONTRIBUTOR
nan
fix #6588 xlistdir return name is empty string for example: ` from datasets.download.streaming_download_manager import xjoin from datasets.download.streaming_download_manager import xlistdir config = DownloadConfig(storage_options=options) manger = StreamingDownloadManager("ILSVRC2012",download_config=config...
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2075645042
I_kwDODunzps57t9Ry
6580
dataset cache only stores one config of the dataset in parquet dir, and uses that for all other configs resulting in showing same data in all configs.
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2024-01-11T03:14:18
2024-01-20T12:46:16
2024-01-20 12:46:16+00:00
NONE
nan
### Describe the bug ds = load_dataset("ai2_arc", "ARC-Easy"), i have tried to force redownload, delete cache and changing the cache dir. ### Steps to reproduce the bug dataset = [] dataset_name = "ai2_arc" possible_configs = [ 'ARC-Challenge', 'ARC-Easy' ] for config in possible_configs: data...
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2075407473
I_kwDODunzps57tDRx
6579
Unable to load `eli5` dataset with streaming
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[ "Hi @haok1402, I have created an issue in the Discussion tab of the corresponding dataset: https://huggingface.co/datasets/eli5/discussions/7\r\nLet's continue the discussion there!" ]
2024-01-10T23:44:20
2024-01-11T09:19:18
2024-01-11 09:19:17+00:00
NONE
nan
### Describe the bug Unable to load `eli5` dataset with streaming. ### Steps to reproduce the bug This fails with FileNotFoundError: https://files.pushshift.io/reddit/submissions ``` from datasets import load_dataset load_dataset("eli5", streaming=True) ``` This works correctly. ``` from datasets import lo...
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2074923321
PR_kwDODunzps5jtthB
6578
Faster webdataset streaming
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6578). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "I added faster streaming support using streaming Requests instances in `huggingface_hub...
2024-01-10T18:18:09
2024-01-30T18:46:02
2024-01-30 18:39:51+00:00
MEMBER
nan
requests.get(..., streaming=True) is faster than using HTTP range requests when streaming large TAR files it can be enabled using block_size=0 in fsspec cc @rwightman
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2074790848
I_kwDODunzps57qsvA
6577
502 Server Errors when streaming large dataset
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[ "cc @mariosasko @lhoestq ", "Hi! We should be able to avoid this error by retrying to read the data when it happens. I'll open a PR in `huggingface_hub` to address this.", "Thanks for the fix @mariosasko! Just wondering whether \"500 error\" should also be excluded? I got these errors overnight:\r\n\r\n```\r\nh...
2024-01-10T16:59:36
2024-02-12T11:46:03
2024-01-15 16:05:44+00:00
CONTRIBUTOR
nan
### Describe the bug When streaming a [large ASR dataset](https://huggingface.co/datasets/sanchit-gandhi/concatenated-train-set) from the Hug (~3TB) I often encounter 502 Server Errors seemingly randomly during streaming: ``` huggingface_hub.utils._errors.HfHubHTTPError: 502 Server Error: Bad Gateway for url: http...
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2073710124
I_kwDODunzps57mk4s
6576
document page 404 not found after redirection
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[ "Thanks for reporting! I've opened a PR with a fix." ]
2024-01-10T06:48:14
2024-01-17T14:01:31
2024-01-17 14:01:31+00:00
NONE
nan
### Describe the bug The redirected page encountered 404 not found. ### Steps to reproduce the bug 1. In this tutorial: https://huggingface.co/learn/nlp-course/chapter5/4?fw=pt original md: https://github.com/huggingface/course/blob/2c733c2246b8b7e0e6f19a9e5d15bb12df43b2a3/chapters/en/chapter5/4.mdx#L49 `...
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2072617406
PR_kwDODunzps5jl1V6
6575
[IterableDataset] Fix `drop_last_batch`in map after shuffling or sharding
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2024-01-09T15:35:31
2024-01-11T16:16:54
2024-01-11 16:10:30+00:00
MEMBER
nan
It was not taken into account e.g. when passing to a DataLoader with num_workers>0 Fix https://github.com/huggingface/datasets/issues/6565
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PR_kwDODunzps5jltBC
6574
Fix tests based on datasets that used to have scripts
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6574). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-01-09T15:16:16
2024-01-09T16:11:33
2024-01-09 16:05:13+00:00
MEMBER
nan
...now that `squad` and `paws` don't have a script anymore
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2072553951
PR_kwDODunzps5jlnaj
6573
[WebDataset] Audio support and bug fixes
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6573). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-01-09T15:03:04
2024-01-11T16:17:28
2024-01-11 16:11:04+00:00
MEMBER
nan
- Add audio support - Fix an issue where user-provided features with additional fields are not taken into account Close https://github.com/huggingface/datasets/issues/6569
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2072384281
PR_kwDODunzps5jlCO5
6572
Adding option for multipart achive download
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[ "On closer examination, this appears to be unnecessary. " ]
2024-01-09T13:35:44
2024-02-25T08:13:01
2024-02-25 08:13:01+00:00
NONE
nan
Right now we can only download multiple separate archives or a single file archive, but not multipart archives, such as those produced by `tar --multi-volume`. This PR allows for downloading and extraction of archives split into multiple parts. With the new `multi_part` field of the `DownloadConfig` set, the downloa...
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2072111000
I_kwDODunzps57geeY
6571
Make DatasetDict.column_names return a list instead of dict
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2024-01-09T10:45:17
2024-01-09T10:45:17
NaT
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Currently, `DatasetDict.column_names` returns a dict, with each split name as keys and the corresponding list of column names as values. However, by construction, all splits have the same column names. I think it makes more sense to return a single list with the column names, which is the same for all the split k...
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2071805265
I_kwDODunzps57fT1R
6570
No online docs for 2.16 release
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[ "Though the `build / build_main_documentation` CI job ran for 2.16.0: https://github.com/huggingface/datasets/actions/runs/7300836845/job/19896275099 🤔 ", "Yes, I saw it. Maybe @mishig25 can give us some hint...", "fixed https://huggingface.co/docs/datasets/v2.16.0/en/index", "Still missing 2.16.1.", "> St...
2024-01-09T07:43:30
2024-01-09T16:45:50
2024-01-09 16:45:50+00:00
MEMBER
nan
We do not have the online docs for the latest minor release 2.16 (2.16.0 nor 2.16.1). In the online docs, the latest version appearing is 2.15.0: https://huggingface.co/docs/datasets/index ![Screenshot from 2024-01-09 08-43-08](https://github.com/huggingface/datasets/assets/8515462/83613222-867f-41f4-8833-7a4a765...
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2070251122
I_kwDODunzps57ZYZy
6569
WebDataset ignores features defined in YAML or passed to load_dataset
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2024-01-08T11:24:21
2024-01-11T16:11:06
2024-01-11 16:11:05+00:00
MEMBER
nan
we should not override if the features exist already https://github.com/huggingface/datasets/blob/d26abadce0b884db32382b92422d8a6aa997d40a/src/datasets/packaged_modules/webdataset/webdataset.py#L78-L85
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2069922151
I_kwDODunzps57YIFn
6568
keep_in_memory=True does not seem to work
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[ "Seems like I just used the old code which did not have `keep_in_memory=True` argument, sorry.\r\n\r\nAlthough i encountered a different problem – at 97% my python process just hung for around 11 minutes with no logs (when running dataset.map without `keep_in_memory=True` over around 3 million of dataset samples).....
2024-01-08T08:03:58
2024-01-13T04:53:04
NaT
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nan
UPD: [Fixed](https://github.com/huggingface/datasets/issues/6568#issuecomment-1880817794) . But a new issue came up :(
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2069808842
I_kwDODunzps57XsbK
6567
AttributeError: 'str' object has no attribute 'to'
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[ "I think you are reporting an issue with the `transformers` library. Note this is the repository of the `datasets` library. I recommend that you open an issue in their repository: https://github.com/huggingface/transformers/issues\r\n\r\nEDIT: I have not the rights to transfer the issue\r\n~~I am transferring your ...
2024-01-08T06:40:21
2024-01-08T11:56:19
2024-01-08 10:03:17+00:00
NONE
nan
### Describe the bug ``` -------------------------------------------------------------------------- AttributeError Traceback (most recent call last) [<ipython-input-6-80c6086794e8>](https://localhost:8080/#) in <cell line: 10>() 8 report_to="wandb") 9 ---> 10 trainer =...
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2069495429
I_kwDODunzps57Wf6F
6566
I train controlnet_sdxl in bf16 datatype, got unsupported ERROR in datasets
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[ "I also see the same error and get passed it by casting that line to float. \r\n\r\nso `for x in obj.detach().cpu().numpy()` becomes `for x in obj.detach().to(torch.float).cpu().numpy()`\r\n\r\nI got the idea from [this ](https://github.com/kohya-ss/sd-webui-additional-networks/pull/128/files) PR where someone was...
2024-01-08T02:37:03
2024-06-02T14:24:39
2024-05-17 09:40:14+00:00
NONE
nan
### Describe the bug ``` Traceback (most recent call last): File "train_controlnet_sdxl.py", line 1252, in <module> main(args) File "train_controlnet_sdxl.py", line 1013, in main train_dataset = train_dataset.map(compute_embeddings_fn, batched=True, new_fingerprint=new_fingerprint) File "/home/mini...
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2068939670
I_kwDODunzps57UYOW
6565
`drop_last_batch=True` for IterableDataset map function is ignored with multiprocessing DataLoader
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[ "My current workaround this issue is to return `None` in the second element and then filter out samples which have `None` in them.\r\n\r\n```python\r\ndef merge_samples(batch):\r\n if len(batch['a']) == 1:\r\n batch['c'] = [batch['a'][0]]\r\n batch['d'] = [None]\r\n else:\r\n batch['c'] ...
2024-01-07T02:46:50
2024-01-11T16:10:31
2024-01-11 16:10:31+00:00
NONE
nan
### Describe the bug Scenario: - Interleaving two iterable datasets of unequal lengths (`all_exhausted`), followed by a batch mapping with batch size 2 to effectively merge the two datasets and get a sample from each dataset in a single batch, with `drop_last_batch=True` to skip the last batch in case it doesn't ha...
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2068893194
I_kwDODunzps57UM4K
6564
`Dataset.filter` missing `with_rank` parameter
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[ "Thanks for reporting! I've opened a PR with a fix", "@mariosasko thank you very much :)" ]
2024-01-06T23:48:13
2024-01-29T16:36:55
2024-01-29 16:36:54+00:00
NONE
nan
### Describe the bug The issue shall be open: https://github.com/huggingface/datasets/issues/6435 When i try to pass `with_rank` to `Dataset.filter()`, i get this: `Dataset.filter() got an unexpected keyword argument 'with_rank'` ### Steps to reproduce the bug Run notebook: https://colab.research.google.com...
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2068302402
I_kwDODunzps57R8pC
6563
`ImportError`: cannot import name 'insecure_hashlib' from 'huggingface_hub.utils' (.../huggingface_hub/utils/__init__.py)
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[ "@Wauplin Do you happen to know what's up?", "<del>Installing `datasets` from `main` did the trick so I guess it will be fixed in the next release.\r\n\r\nNVM https://github.com/huggingface/datasets/blob/d26abadce0b884db32382b92422d8a6aa997d40a/src/datasets/utils/info_utils.py#L5", "@wasertech upgrading `huggin...
2024-01-06T02:28:54
2024-03-14T02:59:42
2024-01-06 16:13:27+00:00
NONE
nan
### Describe the bug Yep its not [there](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/utils/__init__.py) anymore. ```text + python /home/trainer/sft_train.py --model_name cognitivecomputations/dolphin-2.2.1-mistral-7b --dataset_name wasertech/OneOS --load_in_4bit --use_peft --batch_...
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2067904504
I_kwDODunzps57Qbf4
6562
datasets.DownloadMode.FORCE_REDOWNLOAD use cache to download dataset features with load_dataset function
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2024-01-05T19:10:25
2024-01-05T19:10:25
NaT
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nan
### Describe the bug I have updated my dataset by adding a new feature, and push it to the hub. When I want to download it on my machine which contain the old version by using `datasets.load_dataset("your_dataset_name", download_mode=datasets.DownloadMode.FORCE_REDOWNLOAD)` I get an error (paste bellow). Seems that...
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2067404951
I_kwDODunzps57OhiX
6561
Document YAML configuration with "data_dir"
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[ "In particular, I would like to have an example of how to replace the following configuration (from https://huggingface.co/docs/hub/datasets-manual-configuration#splits)\r\n\r\n```\r\n---\r\nconfigs:\r\n- config_name: default\r\n data_files:\r\n - split: train\r\n path: \"data/*.csv\"\r\n - split: test\r\n ...
2024-01-05T14:03:33
2024-01-05T14:06:18
NaT
CONTRIBUTOR
nan
See https://huggingface.co/datasets/uonlp/CulturaX/discussions/15#6597e83f185db94370d6bf50 for reference
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2065637625
I_kwDODunzps57HyD5
6560
Support Video
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2024-01-04T13:10:58
2024-01-04T13:10:58
NaT
NONE
nan
### Feature request HF datasets are awesome in supporting text and images. Will be great to see such a support in videos :) ### Motivation Video generation :) ### Your contribution Will probably be limited to raising this feature request ;)
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2065118332
I_kwDODunzps57FzR8
6559
Latest version 2.16.1, when load dataset error occurs. ValueError: BuilderConfig 'allenai--c4' not found. Available: ['default']
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[ "Hi ! The \"allenai--c4\" config doesn't exist (this naming schema comes from old versions of `datasets`)\r\n\r\nYou can load it this way instead:\r\n\r\n```python\r\nfrom datasets import load_dataset\r\ncache_dir = 'path/to/your/cache/directory'\r\ndataset = load_dataset('allenai/c4', data_files={'train': 'en/c4-t...
2024-01-04T07:04:48
2024-04-03T10:40:53
2024-01-05 01:26:25+00:00
NONE
nan
### Describe the bug python script is: ``` from datasets import load_dataset cache_dir = 'path/to/your/cache/directory' dataset = load_dataset('allenai/c4','allenai--c4', data_files={'train': 'en/c4-train.00000-of-01024.json.gz'}, split='train', use_auth_token=False, cache_dir=cache_dir) ``` the script su...
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2064885984
I_kwDODunzps57E6jg
6558
OSError: image file is truncated (1 bytes not processed) #28323
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[ "You can add \r\n\r\n```python\r\nfrom PIL import ImageFile\r\nImageFile.LOAD_TRUNCATED_IMAGES = True\r\n```\r\n\r\nafter the imports to be able to read truncated images." ]
2024-01-04T02:15:13
2024-02-21T00:38:12
2024-02-21 00:38:12+00:00
NONE
nan
### Describe the bug ``` --------------------------------------------------------------------------- OSError Traceback (most recent call last) Cell In[24], line 28 23 return example 25 # Filter the dataset 26 # filtered_dataset = dataset.filter(contains_number...
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2064341965
PR_kwDODunzps5jJ63z
6557
Support standalone yaml
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6557). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "@lhoestq \r\nhello\r\nI think it should be defined in config.py\r\nDATASET_ README_ FIL...
2024-01-03T16:47:35
2024-01-11T17:59:51
2024-01-11 17:53:42+00:00
MEMBER
nan
see (internal) https://huggingface.slack.com/archives/C02V51Q3800/p1703885853581679
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2064018208
PR_kwDODunzps5jI0nN
6556
Fix imagefolder with one image
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6556). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Fixed in dataset viewer: https://huggingface.co/datasets/multimodalart/repro_1_image\r\...
2024-01-03T13:13:02
2024-02-12T21:57:34
2024-01-09 13:06:30+00:00
MEMBER
nan
A dataset repository with one image and one metadata file was considered a JSON dataset instead of an ImageFolder dataset. This is because we pick the dataset type with the most compatible data file extensions present in the repository and it results in a tie in this case. e.g. for https://huggingface.co/datasets/mu...
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2063841286
PR_kwDODunzps5jIM79
6555
Do not use Parquet exports if revision is passed
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6555). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "As shared on slack, `HubDatasetModuleFactoryWithParquetExport` raises a `DatasetsServer...
2024-01-03T11:33:10
2024-02-02T10:41:33
2024-02-02 10:35:28+00:00
MEMBER
nan
Fix #6554.
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2063839916
I_kwDODunzps57A7Ks
6554
Parquet exports are used even if revision is passed
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[ "I don't think this bug is a thing ? Do you have some code that leads to this issue ?" ]
2024-01-03T11:32:26
2024-02-02T10:35:29
2024-02-02 10:35:29+00:00
MEMBER
nan
We should not used Parquet exports if `revision` is passed. I think this is a regression.
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2063474183
I_kwDODunzps56_h4H
6553
Cannot import name 'load_dataset' from .... module ‘datasets’
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[ "I don't know My conpany conputer cannot work. but in my computer, it work?", "Do you have a folder in your working directory called datasets?" ]
2024-01-03T08:18:21
2024-02-21T00:38:24
2024-02-21 00:38:24+00:00
NONE
nan
### Describe the bug use python -m pip install datasets to install ### Steps to reproduce the bug from datasets import load_dataset ### Expected behavior it doesn't work ### Environment info datasets version==2.15.0 python == 3.10.12 linux version I don't know??
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2063157187
I_kwDODunzps56-UfD
6552
Loading a dataset from Google Colab hangs at "Resolving data files".
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[ "This bug comes from the `huggingface_hub` library, see: https://github.com/huggingface/huggingface_hub/issues/1952\r\n\r\nA fix is provided at https://github.com/huggingface/huggingface_hub/pull/1953. Feel free to install `huggingface_hub` from this PR, or wait for it to be merged and the new version of `huggingfa...
2024-01-03T02:18:17
2024-01-08T10:09:04
2024-01-08 10:09:04+00:00
NONE
nan
### Describe the bug Hello, I'm trying to load a dataset from Google Colab but the process hangs at `Resolving data files`: ![image](https://github.com/huggingface/datasets/assets/99779/7175ad85-e571-46ed-9f87-92653985777d) It is happening when the `_get_origin_metadata` definition is invoked: ```python d...
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PR_kwDODunzps5jEi1C
6551
Fix parallel downloads for datasets without scripts
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6551). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n\n<details>\n<summary>...
2024-01-02T18:06:18
2024-01-06T20:14:57
2024-01-03 13:19:48+00:00
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Enable parallel downloads using multiprocessing when `num_proc` is passed to `load_dataset`. It was enabled for datasets with scripts already (if they passed lists to `dl_manager.download`) but not for no-script datasets (we pass dicts {split: [list of files]} to `dl_manager.download` for those ones). I fixed thi...
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Multi gpu docs
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_6550). All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.", "Thanks @lhoestq . This is a very important fix for code to run on multiple GPUs. Otherw...
2024-01-02T15:11:58
2024-01-31T13:45:15
2024-01-31 13:38:59+00:00
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after discussions in https://github.com/huggingface/datasets/pull/6415
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2062420259
I_kwDODunzps567gkj
6549
Loading from hf hub with clearer error message
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[ "Maybe we can add a helper message like `Maybe try again using \"hf://path/without/resolve\"` if the path contains `/resolve/` ?\r\n\r\ne.g.\r\n\r\n```\r\nFileNotFoundError: Unable to find 'hf://datasets/HuggingFaceTB/eval_data/resolve/main/eval_data_context_and_answers.json'\r\nIt looks like you used parts of the ...
2024-01-02T13:26:34
2024-01-02T14:06:49
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### Feature request Shouldn't this kinda work ? ``` Dataset.from_json("hf://datasets/HuggingFaceTB/eval_data/resolve/main/eval_data_context_and_answers.json") ``` I got an error ``` File ~/miniconda3/envs/datatrove/lib/python3.10/site-packages/datasets/data_files.py:380, in resolve_pattern(pattern, base_path, al...
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2061047984
I_kwDODunzps562Riw
6548
Skip if a dataset has issues
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[ "It looks like a transient DNS issue. It should work fine now if you try again.\r\n\r\nThere is no parameter in load_dataset to skip failed downloads. In your case it would have skipped every single subsequent download until the DNS issue was resolved anyway." ]
2023-12-31T12:41:26
2024-01-02T10:33:17
NaT
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### Describe the bug Hello everyone, I'm using **load_datasets** from **huggingface** to download the datasets and I'm facing an issue, the download starts but it reaches some state and then fails with the following error: Couldn't reach https://huggingface.co/datasets/wikimedia/wikipedia/resolve/4cb9b0d719291f1a10...
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set dev version
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Release: 2.16.1
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6545
`image` column not automatically inferred if image dataset only contains 1 image
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2023-12-30T16:17:29
2024-01-09T13:06:31
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### Describe the bug By default, the standard Image Dataset maps out `file_name` to `image` when loading an Image Dataset. However, if the dataset contains only 1 image, this does not take place ### Steps to reproduce the bug Input (dataset with one image `multimodalart/repro_1_image`) ```py from data...
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6544
Fix custom configs from script
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We should not use the parquet export when the user is passing config_kwargs I also fixed a regression that would disallow creating a custom config when a dataset has multiple predefined configs fix https://github.com/huggingface/datasets/issues/6533
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6543
Fix dl_manager.extract returning FileNotFoundError
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The dl_manager base path is remote (e.g. a hf:// path), so local cached paths should be passed as absolute paths. This could happen if users provide a relative path as `cache_dir` fix https://github.com/huggingface/datasets/issues/6536
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6542
Datasets : wikipedia 20220301.en error
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[ "Hi ! We now recommend using the `wikimedia/wikipedia` dataset, can you try loading this one instead ?\r\n\r\n```python\r\nwiki_dataset = load_dataset(\"wikimedia/wikipedia\", \"20231101.en\")\r\n```", "This bug has been fixed in `2.16.1` thanks to https://github.com/huggingface/datasets/pull/6544, feel free to ...
2023-12-29T08:34:51
2024-01-02T13:21:06
2024-01-02 13:20:30+00:00
NONE
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### Describe the bug When I used load_dataset to download this data set, the following error occurred. The main problem was that the target data did not exist. ### Steps to reproduce the bug 1.I tried downloading directly. ```python wiki_dataset = load_dataset("wikipedia", "20220301.en") ``` An exception occurre...
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6541
Dataset not loading successfully.
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[ "This is a problem with your environment. You should be able to fix it by upgrading `numpy` based on [this](https://github.com/numpy/numpy/issues/23570) issue.", "Bro I already update numpy package.", "Then, this shouldn't throw an error on your machine:\r\n```python\r\nimport numpy\r\nnumpy._no_nep50_warning\r...
2023-12-29T01:35:47
2024-01-17T00:40:46
2024-01-17 00:40:45+00:00
NONE
nan
### Describe the bug When I run down the below code shows this error: AttributeError: module 'numpy' has no attribute '_no_nep50_warning' I also added this issue in transformers library please check out: [link](https://github.com/huggingface/transformers/issues/28099) ### Steps to reproduce the bug ## Reproduction ...
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2058965157
I_kwDODunzps56uVCl
6540
Extreme inefficiency for `save_to_disk` when merging datasets
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[ "Concatenating datasets doesn't create any indices mapping - so flattening indices is not needed (unless you shuffle the dataset).\r\nCan you share the snippet of code you are using to merge your datasets and save them to disk ?" ]
2023-12-29T00:44:35
2023-12-30T15:05:48
NaT
NONE
nan
### Describe the bug Hi, I tried to merge in total 22M sequences of data, where each sequence is of maximum length 2000. I found that merging these datasets and then `save_to_disk` is extremely slow because of flattening the indices. Wondering if you have any suggestions or guidance on this. Thank you very much! ###...
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2058493960
I_kwDODunzps56siAI
6539
'Repo card metadata block was not found' when loading a pragmeval dataset
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2023-12-28T14:18:25
2023-12-28T14:18:37
NaT
NONE
nan
### Describe the bug I can't load dataset subsets of 'pragmeval'. The funny thing is I ran the dataset author's [colab notebook](https://colab.research.google.com/drive/1sg--LF4z7XR1wxAOfp0-3d4J6kQ9nj_A?usp=sharing) and it works just fine. I tried to install exactly the same packages that are installed on colab usi...
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2057377630
I_kwDODunzps56oRde
6538
ImportError: cannot import name 'SchemaInferenceError' from 'datasets.arrow_writer' (/opt/conda/lib/python3.10/site-packages/datasets/arrow_writer.py)
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[ "Hi ! Are you sure you have `datasets` 2.16 ? I just checked and on 2.16 I can run `from datasets.arrow_writer import SchemaInferenceError` without error", "I have the same issue - using with datasets version 2.16.1. Also this is on a kaggle notebook - other people with the same issue also seem to be having it on...
2023-12-27T13:31:16
2024-01-03T10:06:47
2024-01-03 10:04:58+00:00
NONE
nan
### Describe the bug While importing from packages getting the error Code: ``` import os import torch from datasets import load_dataset, Dataset from transformers import ( AutoModelForCausalLM, AutoTokenizer, BitsAndBytesConfig, HfArgumentParser, TrainingArguments, pipeline, ...
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2057132173
I_kwDODunzps56nViN
6537
Adding support for netCDF (*.nc) files
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[ "Related to #3113 ", "Conceptually, we can use xarray to load the netCDF file, then xarray -> pandas -> pyarrow.", "I'd still need to verify that such a conversion would be lossless, especially for multi-dimensional data." ]
2023-12-27T09:27:29
2023-12-27T20:46:53
NaT
NONE
nan
### Feature request netCDF (*.nc) is a file format for storing multidimensional scientific data, which is used by packages like `xarray` (labelled multi-dimensional arrays in Python). It would be nice to have native support for netCDF in `datasets`. ### Motivation When uploading *.nc files onto Huggingface Hub throu...
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2056863239
I_kwDODunzps56mT4H
6536
datasets.load_dataset raises FileNotFoundError for datasets==2.16.0
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[ "Hi ! Thanks for reporting\r\n\r\nThis is a bug in 2.16.0 for some datasets when `cache_dir` is a relative path. I opened https://github.com/huggingface/datasets/pull/6543 to fix this", "We just released 2.16.1 with a fix:\r\n\r\n```\r\npip install -U datasets\r\n```" ]
2023-12-27T03:15:48
2023-12-30T18:58:04
2023-12-30 15:54:00+00:00
NONE
nan
### Describe the bug Seems `datasets.load_dataset` raises FileNotFoundError for some hub datasets with the latest `datasets==2.16.0` ### Steps to reproduce the bug For example `pip install datasets==2.16.0` then ```python import datasets datasets.load_dataset("wentingzhao/anthropic-hh-first-prompt", cache_di...
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2056264339
I_kwDODunzps56kBqT
6535
IndexError: Invalid key: 47682 is out of bounds for size 0 while using PEFT
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[ "@sabman @pvl @kashif @vigsterkr ", "This is surely the same issue as https://discuss.huggingface.co/t/indexerror-invalid-key-16-is-out-of-bounds-for-size-0/14298/25 that comes from the `transformers` `Trainer`. You should add `remove_unused_columns=False` to `TrainingArguments`\r\n\r\nAlso check your logs: the `...
2023-12-26T10:14:33
2024-02-05T08:42:31
NaT
NONE
nan
### Describe the bug I am trying to fine-tune the t5 model on the paraphrasing task. While running the same code without- model = get_peft_model(model, config) the model trains without any issues. However, using the model returned from get_peft_model raises the following error due to datasets- IndexError: Inv...
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2056002548
I_kwDODunzps56jBv0
6534
How to configure multiple folders in the same zip package
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[ "@albertvillanova" ]
2023-12-26T03:56:20
2023-12-26T06:31:16
NaT
CONTRIBUTOR
nan
How should I write "config" in readme when all the data, such as train test, is in a zip file train floder and test floder in data.zip
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2055929101
I_kwDODunzps56iv0N
6533
ted_talks_iwslt | Error: Config name is missing
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[ "Hi ! Thanks for reporting. I opened https://github.com/huggingface/datasets/pull/6544 to fix this", "We just released 2.16.1 with a fix:\r\n\r\n```\r\npip install -U datasets\r\n```" ]
2023-12-26T00:38:18
2023-12-30T18:58:21
2023-12-30 16:09:50+00:00
NONE
nan
### Describe the bug Running load_dataset using the newest `datasets` library like below on the ted_talks_iwslt using year pair data will throw an error "Config name is missing" see also: https://huggingface.co/datasets/ted_talks_iwslt/discussions/3 likely caused by #6493, where the `and not config_kwargs` part...
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2055631201
I_kwDODunzps56hnFh
6532
[Feature request] Indexing datasets by a customly-defined id field to enable random access dataset items via the id
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[ "You can simply use a python dict as index:\r\n\r\n```python\r\n>>> from datasets import load_dataset\r\n>>> ds = load_dataset(\"BeIR/dbpedia-entity\", \"corpus\", split=\"corpus\")\r\n>>> index = {key: idx for idx, key in enumerate(ds[\"_id\"])}\r\n>>> ds[index[\"<dbpedia:Pikachu>\"]]\r\n{'_id': '<dbpedia:Pikachu>...
2023-12-25T11:37:10
2024-06-05T07:54:54
NaT
NONE
nan
### Feature request Some datasets may contain an id-like field, for example the `id` field in [wikimedia/wikipedia](https://huggingface.co/datasets/wikimedia/wikipedia) and the `_id` field in [BeIR/dbpedia-entity](https://huggingface.co/datasets/BeIR/dbpedia-entity). HF datasets support efficient random access via r...
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2055201605
PR_kwDODunzps5it5Sm
6531
Add polars compatibility
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[ "Hi ! thanks for adding polars support :)\r\n\r\nYou added from_polars in arrow_dataset.py but not to_polars, is this on purpose ?\r\n\r\nAlso no need to touch table.py imo, which is for arrow-only logic (tables are just wrappers of pyarrow.Table with the exact same methods + optimization to existing methods + sepa...
2023-12-24T20:03:23
2024-03-08T19:29:25
2024-03-08 15:22:58+00:00
CONTRIBUTOR
nan
Hey there, I've just finished adding support to convert and format to `polars.DataFrame`. This was in response to the open issue about integrating Polars [#3334](https://github.com/huggingface/datasets/issues/3334). Datasets can be switched to Polars format via `Dataset.set_format("polars")`. I've also included `to_...
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2054817609
I_kwDODunzps56egdJ
6530
Impossible to save a mapped dataset to disk
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[ "I solved it with `train_dataset.with_format(None)`\r\nBut then faced some more issues (which i later solved too).\r\n\r\nHuggingface does not seem to care, so I do. Here is an updated training script which saves a pre-processed (mapped) dataset to your local directory if you specify `--save_precomputed_data_dir=DI...
2023-12-23T15:18:27
2023-12-24T09:40:30
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NONE
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### Describe the bug I want to play around with different hyperparameters when training but don't want to re-map my dataset with 3 million samples each time for tens of hours when I [fully fine-tune SDXL](https://github.com/huggingface/diffusers/blob/main/examples/text_to_image/train_text_to_image_sdxl.py). After...
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2054209449
I_kwDODunzps56cL-p
6529
Impossible to only download a test split
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[ "The only way right now is to load with streaming=True", "This feature has been proposed for a long time. I'm looking forward to the implementation. On clusters `streaming=True` is not an option since we do not have Internet on compute nodes. See: https://github.com/huggingface/datasets/discussions/1896#discussio...
2023-12-22T16:56:32
2024-02-02T00:05:04
NaT
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I've spent a significant amount of time trying to locate the split object inside my _split_generators() custom function. Then after diving [in the code](https://github.com/huggingface/datasets/blob/5ff3670c18ed34fa8ddfa70a9aa403ae6cc9ad54/src/datasets/load.py#L2558) I realized that `download_and_prepare` is executed b...
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