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https://api.github.com/repos/huggingface/datasets/issues/4463
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4,463
Use config_id to check split sizes instead of config name
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4463). All of your documentation changes will be reflected on that endpoint." ]
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Fix https://github.com/huggingface/datasets/issues/4462
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NonMatchingSplitsSizesError when passing a dataset configuration parameter
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As noticed in https://github.com/huggingface/datasets/pull/4125 when a dataset config class has a parameter that reduces the number of examples (e.g. named `max_examples`), then loading the dataset and passing `max_examples` raises `NonMatchingSplitsSizesError`. This is because it will check for expected the number ...
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AttributeError: module 'datasets' has no attribute 'load_dataset'
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## Describe the bug I have piped install datasets, but this package doesn't have these attributes: load_dataset, load_metric. ## Environment info - `datasets` version: 1.9.0 - Platform: Linux-5.13.0-44-generic-x86_64-with-debian-bullseye-sid - Python version: 3.6.13 - PyArrow version: 6.0.1
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https://api.github.com/repos/huggingface/datasets/issues/4460
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Drop Python 3.6 support
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4460). All of your documentation changes will be reflected on that endpoint." ]
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Remove the fallback imports/checks in the code needed for Python 3.6 and update the requirements/CI files.
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https://api.github.com/repos/huggingface/datasets/issues/4459
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Add and fix language tags for udhr dataset
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[ "_The documentation is not available anymore as the PR was closed or merged._" ]
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Related to #4362.
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4,457
First draft of the docs for TF + Datasets
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I might cc a few of the other TF people to take a look when this is closer to being finished, but it's still a draft for now.
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Workflow for Tabular data
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Tabular data are treated very differently than data for NLP, audio, vision, etc. and therefore the worflow for tabular data in `datasets` is not ideal. For example for tabular data, it is common to use pandas/spark/dask to process the data, and then load the data into X and y (X is an array of features and y an arra...
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Update data URLs in fever dataset
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As stated in their website, data owners updated their URLs on 28/04/2022. This PR updates the data URLs. Fix #4452.
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Dataset Viewer issue for Yaxin/SemEval2015
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[ "Closing since it's a duplicate of https://github.com/huggingface/datasets/issues/4453" ]
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### Link _No response_ ### Description the link could not visit ### Owner _No response_
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Dataset Viewer issue for Yaxin/SemEval2015
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[ "I understand that the issue is that a remote file (URL) is being loaded as a local file. Right @albertvillanova @lhoestq?\r\n\r\n```\r\nMessage: [Errno 2] No such file or directory: 'https://raw.githubusercontent.com/YaxinCui/ABSADataset/main/SemEval2015Task12Corrected/train/restaurants_train.xml'\r\n```", ...
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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Trying to load FEVER dataset results in NonMatchingChecksumError
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[ "Thanks for reporting @santhnm2. We are fixing it.\r\n\r\nData owners updated their URLs recently. We have to align with them, otherwise you do not download anything (that is why ignore_verifications does not work)." ]
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## Describe the bug Trying to load the `fever` dataset fails with `datasets.utils.info_utils.NonMatchingChecksumError`. I tried with `download_mode="force_redownload"` but that did not fix the error. I also tried with `ignore_verification=True` but then that raised a `json.decoder.JSONDecodeError`. ## Steps to r...
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Use newer version of multi-news with fixes
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[ "_The documentation is not available anymore as the PR was closed or merged._", "Awesome thanks @mariosasko!" ]
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Closes #4430.
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Update README.md of fquad
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import android.content.DialogInterface; import android.database.Cursor; import android.os.Bundle; import android.view.View; import android.widget.ArrayAdapter; import android.widget.Button; import android.widget.EditText; import android.widget.Toast; import androidx.appcompat.app.AlertDialog; import androidx.appcompat...
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New Preprocessing Feature - Deduplication [Request]
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[ "Hi! The [datasets_sql](https://github.com/mariosasko/datasets_sql) package lets you easily find distinct rows in a dataset (an example with `SELECT DISTINCT` is in the readme). Deduplication is (still) not part of the official API because it's hard to implement for datasets bigger than RAM while only using the nat...
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**Is your feature request related to a problem? Please describe.** Many large datasets are full of duplications and it has been shown that deduplicating datasets can lead to better performance while training, and more truthful evaluation at test-time. A feature that allows one to easily deduplicate a dataset can be...
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Minor fixes/improvements in `scene_parse_150` card
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Add `paperswithcode_id` and fix some links in the `scene_parse_150` card.
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Add missing kwargs to docstrings
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Fix missing args in docstring of load_dataset_builder
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Currently, the docstring of `load_dataset_builder` only contains the first parameter `path` (no other): - https://huggingface.co/docs/datasets/v2.2.1/en/package_reference/loading_methods#datasets.load_dataset_builder.path
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Fix kwargs in docstrings
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To fix the rendering of `**kwargs` in docstrings, a parentheses must be added afterwards. See: - huggingface/doc-builder/issues/235
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Dataset Viewer issue for openclimatefix/nimrod-uk-1km
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[ "If I understand correctly, this is due to the key `split` missing in the line https://huggingface.co/datasets/openclimatefix/nimrod-uk-1km/blob/main/nimrod-uk-1km.py#L41 of the script.\r\nMaybe @albertvillanova could confirm.", "I'm having a look.", "Indeed there are several issues in this dataset loading scri...
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### Link _No response_ ### Description _No response_ ### Owner _No response_
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Dataset Viewer issue for amazon_polarity
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[ "Thanks, looking at it", "Not sure what happened 😬, but it's fixed" ]
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### Link https://huggingface.co/datasets/amazon_polarity/viewer/amazon_polarity/test ### Description For some reason the train split is OK but the test split is not for this dataset: ``` Server error Status code: 400 Exception: FileNotFoundError Message: [Errno 2] No such file or directory: '/cach...
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Dataset Viewer issue for aeslc
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[ "Not sure what happened 😬, but it's fixed" ]
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### Link https://huggingface.co/datasets/aeslc ### Description The dataset viewer can't find `dataset_infos.json` in it's cache: ``` Server error Status code: 400 Exception: FileNotFoundError Message: [Errno 2] No such file or directory: '/cache/modules/datasets_modules/datasets/aeslc/eb8e30234cf9...
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4,440
Update docs around audio and vision
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4440). All of your documentation changes will be reflected on that endpoint.", "> Let me know what you think, especially if we should include some code samples for training a model in the audio/vision sections. I left this out ...
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As part of the strategy to center the docs around the different modalities, this PR updates the quickstart to include audio and vision examples. This improves the developer experience by making audio and vision content more discoverable, enabling users working in these modalities to also quickly get started without dig...
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4,439
TIMIT won't load after manual download: Errors about files that don't exist
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[ "To have some context, please see:\r\n- #4145\r\n\r\nPlease, also note that we have recently made some fixes to the script, which are in our GitHub master branch but not yet released:\r\n- #4422\r\n- #4425 \r\n- #4436", "Thanks Albert! I'll try pulling `datasets` from the git repo instead of PyPI, and/or just wai...
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## Describe the bug I get the message from HuggingFace that it must be downloaded manually. From the URL provided in the message, I got to UPenn page for manual download. (UPenn apparently want $250? for the dataset??) ...So, ok, I obtained a copy from a friend and also a smaller version from Kaggle. But in both c...
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PR_kwDODunzps44-vhC
4,438
Fix docstring of inspect_dataset
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As pointed out by @sgugger: - huggingface/doc-builder/issues/235
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Add missing columns to `blended_skill_talk`
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Adds the missing columns to `blended_skill_talk` to align the loading logic with [ParlAI](https://github.com/facebookresearch/ParlAI/blob/main/parlai/tasks/blended_skill_talk/build.py). Fix #4426
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4,436
Fix directory names for LDC data in timit_asr dataset
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Related to: - #4422
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Load a local cached dataset that has been modified
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[ "Hi! `datasets` caches every modification/loading, so you can either rerun the pipeline up to the `map` call or use `Dataset.from_file(modified_dataset)` to load the dataset directly from the cache file.", "Awesome, hvala Mario! This works. " ]
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## Describe the bug I have loaded a dataset as follows: ``` d = load_dataset("emotion", split="validation") ``` Afterwards I make some modifications to the dataset via a `map` call: ``` d.map(some_update_func, cache_file_name=modified_dataset) ``` This generates a cached version of the dataset on my local syst...
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4,434
Fix dummy dataset generation script for handling nested types of _URLs
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It seems that when user specify nested _URLs structures in their dataset script. An error will be raised when generating dummy dataset. I think the types of all elements in `dummy_data_dict.values()` should be checked because they may have different types. Linked to issue #4428 PS: I am not sure whether my co...
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Fix script fetching and local path handling in `inspect_dataset` and `inspect_metric`
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4433). All of your documentation changes will be reflected on that endpoint." ]
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Fix #4348
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Fix builder docstring
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Currently, the args of `DatasetBuilder` do not appear in the docs: https://huggingface.co/docs/datasets/v2.1.0/en/package_reference/builder_classes#datasets.DatasetBuilder
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Add personaldialog datasets
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[ "These test errors are related to issue #4428 \r\n", "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4431). All of your documentation changes will be reflected on that endpoint.", "I only made a trivial modification in my commit https://github.com/huggingface/datasets/pull...
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It seems that all tests are passed
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Add ability to load newer, cleaner version of Multi-News
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[ "Hi! Our versioning is based on Git revisions (the `revision` param in `load_dataset`), so you can just replace the old URL with the new one and open a PR :). I can also give you some pointers if needed.", "@mariosasko Awesome thanks! I will do that. Looks like this new version of the data is not available as a z...
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**Is your feature request related to a problem? Please describe.** The [Multi-News dataloader points to the original version of the Multi-News dataset](https://github.com/huggingface/datasets/blob/12540dd75015678ec6019f258d811ee107439a73/datasets/multi_news/multi_news.py#L47), but this has [known errors in it](https...
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Update builder docstring for deprecated/added arguments
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[ "_The documentation is not available anymore as the PR was closed or merged._", "@mishig25 is investigating why deprecated/added do not affect the enclosed text format when used in args docstring: no special formatting appears: \r\n- https://moon-ci-docs.huggingface.co/docs/datasets/pr_4429/en/package_reference/b...
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This PR updates the builder docstring with deprecated/added directives for arguments name/config_name. Follow up of: - #4414 - huggingface/doc-builder#233 First merge: - #4432
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Errors when building dummy data if you use nested _URLS
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## Describe the bug When making dummy data with the `datasets-cli dummy_data` tool, an error will be raised if you use a nested _URLS in your dataset script. Traceback (most recent call last): File "/home/name/LCCC/datasets/src/datasets/commands/datasets_cli.py", line 43, in <module> main() File "/hom...
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Add HF.co for PRs/Issues for specific datasets
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As in https://github.com/huggingface/transformers/pull/17485, issues and PR for datasets under a namespace have to be on the HF Hub
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Add loading variable number of columns for different splits
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[ "Hi! Indeed the column is missing, but you shouldn't get an error? Have you made some modifications (locally) to the loading script? I've opened a PR to add the missing columns to the script. " ]
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**Is your feature request related to a problem? Please describe.** The original dataset `blended_skill_talk` consists of different sets of columns for the different splits: (test/valid) splits have additional data column `label_candidates` that the (train) doesn't have. When loading such data, an exception occurs at ...
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Make extensions case-insensitive in timit_asr dataset
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Related to #4422.
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Fix DuplicatedKeysError in timit_asr dataset
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Fix #4422.
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Add new dataset MMChat
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[ "The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/datasets/pr_4423). All of your documentation changes will be reflected on that endpoint.", "Thanks ! As for https://github.com/huggingface/datasets/pull/4431 please also update the licensing section in https://huggingface.co/datasets/silve...
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Hi, I am adding a new dataset MMChat. It seems that all tests are passed
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Cannot load timit_asr data set
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[ "Thanks for reporting, @bhaddow.\r\n\r\nI'm fixing it.", "Thanks for the quick fix!", "@bhaddow we have also made a fix so that you don't have to convert to uppercase the file extensions of the LDC data.\r\n\r\nWould you mind checking if it works OK now for you and reporting if there are any issues? Thanks. ", ...
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## Describe the bug I am trying to load the timit_asr data set. I have tried with a copy from the LDC, and a copy from deepai. In both cases they fail with a "duplicate key" error. With the LDC version I have to convert the file extensions all to upper-case before I can load it at all. ## Steps to reproduce the bug...
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Add extractor for bzip2-compressed files
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This change enables loading bzipped datasets, just like any other compressed dataset.
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Metric evaluation problems in multi-node, shared file system
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[ "If you call `metric.compute` in a distributed setup like yours, then `metric.compute` is called in each process. `metric.compute` first calls `metric.add_batch`, and it looks like your error appears at that stage.\r\n\r\nTo make sure that all the processes have started writing their predictions/references at the s...
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## Describe the bug Metric evaluation fails in multi-node within a shared file system, because the master process cannot find the lock files from other nodes. (This issue was originally mentioned in the transformers repo https://github.com/huggingface/transformers/issues/17412) ## Steps to reproduce the bug 1. c...
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Update `unittest` assertions over tuples from `assertEqual` to `assertTupleEqual`
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[ "Hi! If the only goal is to improve readability, it's better to use `assertTupleEqual` than `assertSequenceEqual` for Python tuples. Also, note that this function is called internally by `assertEqual`, but I guess we can accept a PR to be more verbose.", "Hi @mariosasko, right! I'll update the issue title/desc wi...
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**Is your feature request related to a problem? Please describe.** So this is more a readability improvement rather than a proposal, wouldn't it be better to use `assertTupleEqual` over the tuples rather than `assertEqual`? As `unittest` added that function in `v3.1`, as detailed at https://docs.python.org/3/library...
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how to convert a dict generator into a huggingface dataset.
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[ "@albertvillanova @lhoestq , could you please help me on this issue. ", "Hi ! As mentioned on the [forum](https://discuss.huggingface.co/t/how-to-wrap-a-generator-with-hf-dataset/18464), the simplest for now would be to define a [dataset script](https://huggingface.co/docs/datasets/dataset_script) which can conta...
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### Link _No response_ ### Description Hey there, I have used seqio to get a well distributed mixture of samples from multiple dataset. However the resultant output from seqio is a python generator dict, which I cannot produce back into huggingface dataset. The generator contains all the samples needed for ...
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