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The barrier trick for distributed mapping as discussed on Thursday with @lhoestq
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## Adding a Dataset - **Name:** *name of the dataset* - **Description:** *short description of the dataset (or link to social media or blog post)* - **Paper:** *link to the dataset paper if available* - **Data:** *link to the Github repository or current dataset location* - **Motivation:** *what are some good reasons t...
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2021-04-30T17:13:34Z
2021-07-12T14:12:03Z
2021-07-08T08:11:49Z
MEMBER
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Perform refactoring to decouple extract functionality.
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Slow #0 when using map to tokenize.
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2021-05-04T11:00:11Z
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Hi, _datasets_ is really amazing! I am following [run_mlm_no_trainer.py](url) to pre-train BERT, and it uses `tokenized_datasets = raw_datasets.map( tokenize_function, batched=True, num_proc=args.preprocessing_num_workers, remove_columns=column_names, loa...
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imdb dataset from Don't Stop Pretraining Paper
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2021-04-30T06:54:25Z
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2021-04-29T16:26:05Z
2021-04-29T16:34:35Z
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MEMBER
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Fix issue #2276 and hopefully #2134 The recordbatches of the `IndexedTableMixin` used to speed up queries to the table were copied in memory during a table deepcopy. This resulted in `concatenate_datasets`, `load_from_disk` and other methods to always bring the data in memory. I fixed the copy similarly to #2287...
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2021-04-29T15:27:58Z
2021-05-06T17:25:25Z
2021-05-06T17:25:25Z
CONTRIBUTOR
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This is the "hieroglyph corpus" that I could unfortunately not contribute during the marathon. I re-extracted it again now, so that it is in the state as used in my paper (seee documentation). I hope it satiesfies your requirements and wish every scientist out their loads of fun deciphering a 5.000 years old language :...
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2021-04-29T15:07:06Z
2021-04-30T18:28:16Z
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MEMBER
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Allow collaborators (without write access to the repository) to self-assign issues. In order to self-assign an issue, they have to comment it with the word: `#take` or `#self-assign`.
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Load_dataset for local CSV files
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2021-04-29T15:01:10Z
2021-06-15T13:49:26Z
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NONE
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The method load_dataset fails to correctly load a dataset from csv. Moreover, I am working on a token-classification task ( POS tagging) , where each row in my CSV contains two columns each of them having a list of strings. row example: ```tokens | labels ['I' , 'am', 'John'] | ['PRON', 'AUX', 'PROPN' ] ``...
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Avoid copying table's record batches
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2021-04-29T14:15:01Z
2021-04-29T16:34:23Z
2021-04-29T16:34:22Z
CONTRIBUTOR
null
Fixes #2276
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Fix metadata validation with config names
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2021-04-29T13:44:32Z
2021-04-29T14:07:29Z
2021-04-29T14:07:28Z
MEMBER
null
I noticed in https://github.com/huggingface/datasets/pull/2280 that the metadata validator doesn't parse the tags in the readme properly when then contain the tags per config.
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2,285
Help understanding how to build a dataset for language modeling as with the old TextDataset
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2021-04-29T13:16:45Z
2021-05-19T07:22:45Z
2021-05-19T07:22:39Z
NONE
null
Hello, I am trying to load a custom dataset that I will then use for language modeling. The dataset consists of a text file that has a whole document in each line, meaning that each line overpasses the normal 512 tokens limit of most tokenizers. I would like to understand what is the process to build a text datas...
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2,284
Initialize Imdb dataset as used in Don't Stop Pretraining Paper
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2021-04-29T11:52:38Z
2021-04-29T12:54:34Z
2021-04-29T12:54:34Z
NONE
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Initialize imdb dataset from don't stop pretraining paper
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2021-04-29T11:44:54Z
2021-04-29T11:50:24Z
2021-04-29T11:50:24Z
NONE
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Initialize imdb dataset from don't stop pretraining paper
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2021-04-29T11:17:56Z
2021-04-29T11:43:51Z
2021-04-29T11:43:51Z
NONE
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2,281
Update multi_woz_v22 checksum
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2021-04-29T09:09:11Z
2021-04-29T13:41:35Z
2021-04-29T13:41:34Z
MEMBER
null
Fix issue https://github.com/huggingface/datasets/issues/1876 The files were changed in https://github.com/budzianowski/multiwoz/pull/72
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2,280
Fixed typo seperate->separate
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2021-04-29T08:55:46Z
2021-04-29T16:41:22Z
2021-04-29T16:41:16Z
CONTRIBUTOR
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2,279
Compatibility with Ubuntu 18 and GLIBC 2.27?
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2021-04-28T22:08:07Z
2021-04-29T07:42:42Z
2021-04-29T07:42:42Z
NONE
null
## Describe the bug For use on Ubuntu systems, it seems that datasets requires GLIBC 2.29. However, Ubuntu 18 runs with GLIBC 2.27 and it seems [non-trivial to upgrade GLIBC to 2.29 for Ubuntu 18 users](https://www.digitalocean.com/community/questions/how-install-glibc-2-29-or-higher-in-ubuntu-18-04). I'm not sure...
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Loss result inGptNeoForCasual
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2021-04-28T15:39:52Z
2021-05-06T16:14:23Z
2021-05-06T16:14:23Z
NONE
null
Is there any way you give the " loss" and "logits" results in the gpt neo api?
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Create CacheManager
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2021-04-28T15:23:42Z
2022-07-06T15:19:48Z
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Perform refactoring to decouple cache functionality (method `as_dataset`).
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concatenate_datasets loads all the data into memory
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2021-04-28T14:27:21Z
2021-05-03T08:41:55Z
2021-05-03T08:41:55Z
NONE
null
## Describe the bug When I try to concatenate 2 datasets (10GB each) , the entire data is loaded into memory instead of being written directly to disk. Interestingly, this happens when trying to save the new dataset to disk or concatenating it again. ![image](https://user-images.githubusercontent.com/7063207/116...
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SNLI dataset has labels of -1
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2021-04-28T00:32:25Z
2021-05-17T13:34:18Z
2021-05-17T13:34:18Z
NONE
null
There are a number of rows with a label of -1 in the SNLI dataset. The dataset descriptions [here](https://nlp.stanford.edu/projects/snli/) and [here](https://github.com/huggingface/datasets/tree/master/datasets/snli) don't list -1 as a label possibility, and neither does the dataset viewer. As examples, see index 107...
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Always update metadata in arrow schema
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2021-04-27T19:21:57Z
2022-06-03T08:31:19Z
2021-04-29T09:57:50Z
MEMBER
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We store a redundant copy of the features in the metadata of the schema of the arrow table. This is used to recover the features when doing `Dataset.from_file`. These metadata are updated after each transfor, that changes the feature types. For each function that transforms the feature types of the dataset, I added ...
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Added CUAD metrics
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2021-04-27T16:49:12Z
2021-04-29T13:59:47Z
2021-04-29T13:59:47Z
CONTRIBUTOR
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`EM`, `F1`, `AUPR`, `Precision@80%Recall`, and `Precision@90%Recall` metrics supported for CUAD
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Bug in Dataset.class_encode_column
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2021-04-27T16:13:18Z
2021-04-30T12:54:27Z
2021-04-30T12:54:27Z
MEMBER
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## Describe the bug All the rest of the columns except the one passed to `Dataset.class_encode_column` are discarded. ## Expected results All the original columns should be kept. This needs regression tests.
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Synchronize table metadata with features
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2021-04-27T15:55:13Z
2022-06-01T17:13:21Z
2022-06-01T17:13:21Z
MEMBER
null
**Is your feature request related to a problem? Please describe.** As pointed out in this [comment](https://github.com/huggingface/datasets/pull/2145#discussion_r621326767): > Metadata stored in the schema is just a redundant information regarding the feature types. It is used when calling Dataset.from_file to kno...
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Fix iterable interface expected by numpy
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2021-04-27T14:35:56Z
2021-04-28T17:39:27Z
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MEMBER
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Numpy expects the old iterable interface with `__getitem__` instead of `__iter__`.
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2021-04-27T13:59:38Z
2021-04-27T14:21:57Z
2021-04-27T14:21:56Z
MEMBER
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The benchmark runs are failing on master because it tries to use an iterable to query the dataset. However there's currently an issue caused by the use of `np.array` instead of `np.fromiter` on the iterable. This PR fixes it
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Don't use pyarrow 4.0.0 since it segfaults when casting a sliced ListArray of integers
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2021-04-27T11:58:28Z
2021-06-12T12:44:49Z
2021-04-27T13:43:20Z
MEMBER
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This test `tests/test_table.py::test_concatenation_table_cast` segfaults with the latest update of pyarrow 4.0.0. Setting `pyarrow<4.0.0` for now. I'll open an issue on JIRA once I know more about the origin of the issue
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DatasetDict save load Failing test in 1.6 not in 1.5
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2021-04-27T00:03:25Z
2021-05-28T15:27:34Z
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## Describe the bug We have a test that saves a DatasetDict to disk and then loads it from disk. In 1.6 there is an incompatibility in the schema. Downgrading to `>1.6` -- fixes the problem. ## Steps to reproduce the bug ```python ### Load a dataset dict from jsonl path = '/test/foo' ds_dict.s...
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2021-04-26T15:55:40Z
2021-04-29T10:00:13Z
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MEMBER
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From 7min to 2min to run pytest. Ideally we should keep the whole CI run time below 10min. In this PR I removed the remote tests that were never used. I also replaced nested parametrized tests with unit tests. This makes me think that we could still add more high level tests to check for a few combinations of par...
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2021-04-26T09:35:09Z
2021-04-26T09:47:48Z
2021-04-26T09:47:47Z
MEMBER
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Latest black version 21.4b0 requires to reformat most dataset scripts and also the core code of the lib. This makes the CI currently fail on master
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2021-04-26T09:21:35Z
2021-04-26T10:30:28Z
2021-04-26T10:08:14Z
MEMBER
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The table index is currently being pickled when doing multiprocessing, which brings all the record batches of the dataset in memory. I fixed that by not pickling the index attributes. Therefore each process has to rebuild the index when unpickling the table. Fix issue #2256 We'll do a patch release asap !
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test data added, dataset_infos updated
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2021-04-26T08:27:18Z
2021-04-29T09:30:21Z
2021-04-29T09:30:20Z
CONTRIBUTOR
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Fixes #2262. Thanks for pointing out issue with dataset @jinmang2!
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NewsPH NLI dataset script fails to access test data.
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2021-04-26T06:44:41Z
2021-04-29T09:32:03Z
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In Newsph-NLI Dataset (#1192), it fails to access test data. According to the script below, the download manager will download the train data when trying to download the test data. https://github.com/huggingface/datasets/blob/2a2dd6316af2cc7fdf24e4779312e8ee0c7ed98b/datasets/newsph_nli/newsph_nli.py#L71 If yo...
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Improve ReadInstruction logic and update docs
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2021-04-25T19:07:26Z
2021-05-17T18:24:44Z
2021-05-17T16:48:57Z
CONTRIBUTOR
null
Improve ReadInstruction logic and docs.
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2021-04-25T09:26:48Z
2021-05-07T08:36:17Z
2021-05-07T08:36:17Z
CONTRIBUTOR
null
@lhoestq here the dataset is stored with Git LFS. Should I add option for manual downloading of dataset using `git lfs pull` post repo cloning or can we accommodate this in the current `download_and_extract`?
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Add support for Split.ALL
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2021-04-25T01:45:42Z
2021-06-28T08:21:27Z
2021-06-28T08:21:27Z
CONTRIBUTOR
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The title says it all.
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Fix incorrect update_metadata_with_features calls in ArrowDataset
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2021-04-25T00:48:38Z
2021-04-26T17:16:30Z
2021-04-26T16:54:04Z
CONTRIBUTOR
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Fixes bugs in the `unpdate_metadata_with_features` calls (caused by changes in #2151)
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2021-04-24T14:09:54Z
2021-04-29T09:53:38Z
2021-04-27T16:16:32Z
CONTRIBUTOR
null
For now I've added F1, AUPR, Precision at 80% recall, and Precision at 90%. Last 3 metrics were reported in the [paper](https://arxiv.org/pdf/2103.06268.pdf). Please let me know if we require `exact_match` metric too here
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Running `datase.map` with `num_proc > 1` uses a lot of memory
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2021-04-24T09:56:20Z
2021-04-26T17:12:15Z
2021-04-26T17:12:15Z
NONE
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## Describe the bug Running `datase.map` with `num_proc > 1` leads to a tremendous memory usage that requires swapping on disk and it becomes very slow. ## Steps to reproduce the bug ```python from datasets import load_dataset dstc8_datset = load_dataset("roskoN/dstc8-reddit-corpus", keep_in_memory=False) ...
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Task casting for text classification & question answering
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2021-04-23T16:00:41Z
2021-05-18T13:31:36Z
2021-05-18T13:31:35Z
CONTRIBUTOR
null
This PR implements task preparation for a given task, in the continuation of #2143 Task taxonomy follows 🤗 Transformers's pipelines taxonomy: https://github.com/huggingface/transformers/tree/master/src/transformers/pipelines Edit by @lewtun: This PR implements support for the following tasks: * `text-clas...
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Update format, fingerprint and indices after add_item
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2021-04-23T14:31:49Z
2021-04-27T16:30:49Z
2021-04-27T16:30:48Z
MEMBER
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Added fingerprint and format update wrappers + update the indices by adding the index of the newly added item in the table.
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2021-04-23T11:45:47Z
2021-05-27T09:12:45Z
2021-04-27T15:02:59Z
MEMBER
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Perform minor refactoring related to `config`.
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Slow dataloading with big datasets issue persists
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2021-04-23T08:18:20Z
2023-01-31T14:07:00Z
null
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Hi, I reported too slow data fetching when data is large(#2210) a couple of weeks ago, and @lhoestq referred me to the fix (#2122). However, the problem seems to persist. Here is the profiled results: 1) Running with 60GB ``` Action | Mean duration (s) |Num calls | Total ...
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while running run_qa.py, ran into a value error
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2021-04-23T07:51:03Z
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command: python3 run_qa.py --model_name_or_path hyunwoongko/kobart --dataset_name squad_kor_v2 --do_train --do_eval --per_device_train_batch_size 8 --learning_rate 3e-5 --num_train_epochs 3 --max_seq_length 512 --doc_stride 128 --output_dir /tmp/debug_squad/ error: ValueError: External fe...
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some issue in loading local txt file as Dataset for run_mlm.py
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2021-04-22T19:39:13Z
2022-03-30T08:29:47Z
2022-03-30T08:29:47Z
NONE
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![image](https://user-images.githubusercontent.com/14968123/115773877-18cef300-a3c6-11eb-8e58-a9cbfd1001ec.png) first of all, I tried to load 3 .txt files as a dataset (sure that the directory and permission is OK.), I face with the below error. > FileNotFoundError: [Errno 2] No such file or directory: 'c' by ...
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Allow downloading/processing/caching only specific splits
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2022-07-06T15:19:48Z
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Allow downloading/processing/caching only specific splits without downloading/processing/caching the other splits. This PR implements two steps to handle only specific splits: - it allows processing/caching only specific splits into Arrow files - for some simple cases, it allows downloading only specific splits (w...
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Implement Dataset to JSON
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2021-04-22T11:46:51Z
2021-04-27T15:29:21Z
2021-04-27T15:29:20Z
MEMBER
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Implement `Dataset.to_json`.
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Implement Dataset from Parquet
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2021-04-22T11:01:38Z
2021-07-26T13:28:52Z
2021-07-26T13:28:51Z
MEMBER
null
Implement instantiation of Dataset from Parquet file.
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Faster map w/ input_columns & faster slicing w/ Iterable keys
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2021-04-21T19:49:07Z
2021-04-26T16:13:59Z
2021-04-26T16:13:59Z
CONTRIBUTOR
null
@lhoestq Fixes #2193 - `map` now uses `with_format` to only load needed columns in memory when `input_columns` is set - Slicing datasets with Iterables of indices now uses a new `Table.fast_gather` method, implemented with `np.searchsorted`, to find the appropriate batch indices all at once. `pa.concat_tables` is ...
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Add `key` type and duplicates verification with hashing
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2021-04-20T20:03:19Z
2021-05-10T18:04:37Z
2021-05-10T17:31:22Z
CONTRIBUTOR
null
Closes #2230 There is currently no verification for the data type and the uniqueness of the keys yielded by the `dataset_builder`. This PR is currently a work in progress with the following goals: - [x] Adding `hash_salt` to `ArrowWriter` so that the keys belonging to different splits have different hash - [x]...
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2021-04-20T17:06:22Z
2022-07-06T15:19:48Z
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Implement specific cache directories (datasets, metrics and modules) per test function call. Currently, the cache directories are set within the temporary test directory, but they are shared across all test function calls. This PR implements specific cache directories for each test function call, so that tests ar...
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Map is slow and processes batches one after another
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2021-04-20T14:58:20Z
2021-05-03T17:54:33Z
2021-05-03T17:54:32Z
NONE
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## Describe the bug I have a somewhat unclear bug to me, where I can't figure out what the problem is. The code works as expected on a small subset of my dataset (2000 samples) on my local machine, but when I execute the same code with a larger dataset (1.4 million samples) this problem occurs. Thats why I can't giv...
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Link to datasets viwer on Quick Tour page returns "502 Bad Gateway"
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2021-04-20T15:02:45Z
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NONE
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Link to datasets viwer (https://huggingface.co/datasets/viewer/) on Quick Tour page (https://huggingface.co/docs/datasets/quicktour.html) returns "502 Bad Gateway" The same error with https://huggingface.co/datasets/viewer/?dataset=glue&config=mrpc
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Add SLR32 to OpenSLR
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2021-04-20T11:02:45Z
2021-04-23T16:21:24Z
2021-04-23T15:36:15Z
CONTRIBUTOR
null
I would like to add SLR32 to OpenSLR. It contains four South African languages: Afrikaans, Sesotho, Setswana and isiXhosa
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Clarify how to load wikihow
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2021-04-20T08:02:58Z
2021-04-21T09:54:57Z
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Explain clearer how to load the dataset in the manual download instructions. En relation with #2239.
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Error loading wikihow dataset
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2021-04-19T21:02:31Z
2021-04-20T16:33:11Z
2021-04-20T16:33:11Z
CONTRIBUTOR
null
## Describe the bug When attempting to load wikihow into a dataset with ```python from datasets import load_dataset dataset = load_dataset('wikihow', data_dir='./wikihow') ``` I get the message: ``` AttributeError: 'BuilderConfig' object has no attribute 'filename' ``` at the end of a [full stack trace](htt...
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NLU evaluation data
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2021-04-19T16:47:20Z
2021-04-23T15:32:05Z
2021-04-23T15:32:05Z
CONTRIBUTOR
null
New intent classification dataset from https://github.com/xliuhw/NLU-Evaluation-Data
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2,237
Update Dataset.dataset_size after transformed with map
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2021-04-19T15:19:38Z
2021-04-20T14:22:05Z
null
MEMBER
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After loading a dataset, if we transform it by using `.map` its `dataset_size` attirbute is not updated.
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Request to add StrategyQA dataset
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2021-04-19T14:46:26Z
2021-04-19T14:46:26Z
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NONE
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## Request to add StrategyQA dataset - **Name:** StrategyQA - **Description:** open-domain QA [(project page)](https://allenai.org/data/strategyqa) - **Paper:** [url](https://arxiv.org/pdf/2101.02235.pdf) - **Data:** [here](https://allenai.org/data/strategyqa) - **Motivation:** uniquely-formulated dataset that als...
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Update README.md
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2021-04-19T08:21:02Z
2021-04-19T12:49:19Z
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CONTRIBUTOR
null
Adding relevant citations (paper accepted at AAAI 2020 & EMNLP 2020) to the benchmark
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Fix bash snippet formatting in ADD_NEW_DATASET.md
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2021-04-17T16:01:08Z
2021-04-19T10:57:31Z
2021-04-19T07:51:36Z
CONTRIBUTOR
null
This PR indents the paragraphs around the bash snippets in ADD_NEW_DATASET.md to fix formatting.
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Fix `xnli` dataset tuple key
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2021-04-16T19:12:42Z
2021-04-19T08:56:42Z
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CONTRIBUTOR
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Closes #2229 The `xnli` dataset yields a tuple key in case of `ar` which is inconsistant with the acceptable key types (str/int). The key was thus ported to `str` keeping the original information intact.
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Start filling GLUE dataset card
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2021-04-16T18:37:37Z
2021-04-21T09:33:09Z
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MEMBER
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The dataset card was pretty much empty. I added the descriptions (mainly from TFDS since the script is the same), and I also added the tasks tags as well as examples for a subset of the tasks. cc @sgugger
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Fix map when removing columns on a formatted dataset
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2021-04-16T14:08:55Z
2021-04-16T15:10:05Z
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MEMBER
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This should fix issue #2226 The `remove_columns` argument was ignored on formatted datasets
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Keys yielded while generating dataset are not being checked
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2021-04-16T13:29:47Z
2021-05-10T17:31:21Z
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CONTRIBUTOR
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The keys used in the dataset generation script to ensure the same order is generated on every user's end should be checked for their types (i.e either `str` or `int`) as well as whether they are unique or not. Currently, the keys are not being checked for any of these, as evident from `xnli' dataset generation: https...
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`xnli` dataset creating a tuple key while yielding instead of `str` or `int`
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2021-04-16T13:21:53Z
2021-04-19T08:56:42Z
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CONTRIBUTOR
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When using `ds = datasets.load_dataset('xnli', 'ar')`, the dataset generation script uses the following section of code in the egging, which yields a tuple key instead of the specified `str` or `int` key: https://github.com/huggingface/datasets/blob/56346791aed417306d054d89bd693d6b7eab17f7/datasets/xnli/xnli.py#L196 ...
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[WIP] Add ArrayXD support for fixed size list.
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2021-04-16T13:04:08Z
2022-07-06T15:19:48Z
null
NONE
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Add support for fixed size list for ArrayXD when shape is known . See https://github.com/huggingface/datasets/issues/2146 Since offset are not stored anymore, the file size is now roughly equal to the actual data size.
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2,227
Use update_metadata_with_features decorator in class_encode_column method
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2021-04-16T12:31:41Z
2021-04-16T13:49:40Z
2021-04-16T13:49:39Z
CONTRIBUTOR
null
Following @mariosasko 's comment
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2,226
Batched map fails when removing all columns
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2021-04-16T11:17:01Z
2022-10-05T17:32:15Z
2022-10-05T17:32:15Z
NONE
null
Hi @lhoestq , I'm hijacking this issue, because I'm currently trying to do the approach you recommend: > Currently the optimal setup for single-column computations is probably to do something like > > ```python > result = dataset.map(f, input_columns="my_col", remove_columns=dataset.column_names) > ``` He...
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2,225
fixed one instance of 'train' to 'test'
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2021-04-15T04:26:40Z
2021-04-15T22:09:50Z
2021-04-15T21:19:09Z
CONTRIBUTOR
null
I believe this should be 'test' instead of 'train'
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2,224
Raise error if Windows max path length is not disabled
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2021-04-14T14:57:20Z
2021-04-14T14:59:13Z
null
MEMBER
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On startup, raise an error if Windows max path length is not disabled; ask the user to disable it. Linked to discussion in #2220.
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Set test cache config
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2021-04-14T12:55:24Z
2021-04-15T19:11:25Z
2021-04-15T19:11:25Z
MEMBER
null
Currently, running the tests populates the default cache directory `"~/.cache"`. This PR monkey-patches the config to set the cache directory within the temporary test directory, avoiding side effects.
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Fix too long WindowsFileLock name
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2021-04-14T12:26:52Z
2021-04-14T15:00:25Z
2021-04-14T14:46:19Z
MEMBER
null
Fix WindowsFileLock name longer than allowed MAX_PATH by shortening the basename.
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2,221
Add SLR70 - SLR80 and SLR86 to OpenSLR dataset
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2021-04-14T12:09:18Z
2021-04-14T13:50:19Z
2021-04-14T13:50:19Z
CONTRIBUTOR
null
I would like to add SLR70, SLR71, SLR72, SLR73, SLR74, SLR75, SLR76, SLR77, SLR78, SLR79, SLR80 and SLR86 to OpenSLR dataset. The languages are: Nigerian English, Chilean Spanish, Columbian Spanish, Peruvian Spanish, Puerto Rico Spanish, Venezuelan Spanish, Basque, Galician, Gujarati and Kannada.
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2,220
Fix infinite loop in WindowsFileLock
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2021-04-14T10:49:58Z
2021-04-14T14:59:50Z
2021-04-14T14:59:34Z
MEMBER
null
Raise exception to avoid infinite loop.
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2,219
Added CUAD dataset
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2021-04-13T21:05:03Z
2021-04-24T14:25:51Z
2021-04-16T08:50:44Z
CONTRIBUTOR
null
Dataset link : https://github.com/TheAtticusProject/cuad/ Working on README.md currently. Closes #2084 and [#1](https://github.com/TheAtticusProject/cuad/issues/1).
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2,218
Duplicates in the LAMA dataset
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2021-04-13T18:59:49Z
2021-04-14T21:42:27Z
null
NONE
null
I observed duplicates in the LAMA probing dataset, see a minimal code below. ``` >>> import datasets >>> dataset = datasets.load_dataset('lama') No config specified, defaulting to: lama/trex Reusing dataset lama (/home/anam/.cache/huggingface/datasets/lama/trex/1.1.0/97deffae13eca0a18e77dfb3960bb31741e973586f5c...
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Revert breaking change in cache_files property
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2021-04-13T14:20:04Z
2021-04-14T14:24:24Z
2021-04-14T14:24:23Z
MEMBER
null
#2025 changed the format of `Dataset.cache_files`. Before it was formatted like ```python [{"filename": "path/to/file.arrow", "start": 0, "end": 1337}] ``` and it was changed to ```python ["path/to/file.arrow"] ``` since there's no start/end offsets available anymore. To make this less breaking, I'm setting...
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2,216
added real label for glue/mrpc to test set
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2021-04-13T13:20:20Z
2021-04-13T13:53:20Z
2021-04-13T13:53:19Z
MEMBER
null
Added real label to `glue.py` `mrpc` task for test split.
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2,215
Add datasets SLR35 and SLR36 to OpenSLR
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2021-04-13T08:24:07Z
2021-04-13T14:05:14Z
2021-04-13T14:05:14Z
CONTRIBUTOR
null
I would like to add [SLR35](https://openslr.org/35/) (18GB) and [SLR36](https://openslr.org/36/) (22GB) which are Large Javanese and Sundanese ASR training data set collected by Google in collaboration with Reykjavik University and Universitas Gadjah Mada in Indonesia.
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2,214
load_metric error: module 'datasets.utils.file_utils' has no attribute 'add_start_docstrings'
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2021-04-12T20:26:01Z
2021-04-23T15:20:02Z
2021-04-23T15:20:02Z
NONE
null
I'm having the same problem as [Notebooks issue 10](https://github.com/huggingface/notebooks/issues/10) on datasets 1.2.1, and it seems to be an issue with the datasets package. ```python >>> from datasets import load_metric >>> metric = load_metric("glue", "sst2") Traceback (most recent call last): File "<std...
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2,213
Fix lc_quad download checksum
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2021-04-12T14:16:59Z
2021-04-14T22:04:54Z
2021-04-14T13:42:25Z
CONTRIBUTOR
null
Fixes #2211
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2,212
Can't reach "https://storage.googleapis.com/illuin/fquad/train.json.zip" when trying to load fquad dataset
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2021-04-12T13:49:56Z
2021-05-17T22:17:06Z
null
NONE
null
I'm trying to load the [fquad dataset](https://huggingface.co/datasets/fquad) by running: ```Python fquad = load_dataset("fquad") ``` which produces the following error: ``` Using custom data configuration default Downloading and preparing dataset fquad/default (download: 3.14 MiB, generated: 6.62 MiB, ...
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2,211
Getting checksum error when trying to load lc_quad dataset
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2021-04-12T13:38:58Z
2021-04-14T13:42:25Z
2021-04-14T13:42:25Z
NONE
null
I'm having issues loading the [lc_quad](https://huggingface.co/datasets/fquad) dataset by running: ```Python lc_quad = load_dataset("lc_quad") ``` which is giving me the following error: ``` Using custom data configuration default Downloading and preparing dataset lc_quad/default (download: 3.69 MiB, ge...
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2,210
dataloading slow when using HUGE dataset
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2021-04-12T08:33:02Z
2021-04-13T02:03:05Z
2021-04-13T02:03:05Z
NONE
null
Hi, When I use datasets with 600GB data, the dataloading speed increases significantly. I am experimenting with two datasets, and one is about 60GB and the other 600GB. Simply speaking, my code uses `datasets.set_format("torch")` function and let pytorch-lightning handle ddp training. When looking at the pytorch...
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2,209
Add code of conduct to the project
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2021-04-12T07:16:14Z
2021-04-12T17:55:52Z
2021-04-12T17:55:52Z
MEMBER
null
Add code of conduct to the project and link it from README and CONTRIBUTING. This was already done in `transformers`.
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2,208
Remove Python2 leftovers
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2021-04-11T16:08:03Z
2021-04-14T22:05:36Z
2021-04-14T13:40:51Z
CONTRIBUTOR
null
This PR removes Python2 leftovers since this project aims for Python3.6+ (and as of 2020 Python2 is no longer officially supported)
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making labels consistent across the datasets
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2021-04-11T10:03:56Z
2022-06-01T16:23:08Z
2022-06-01T16:21:10Z
NONE
null
Hi For accessing the labels one can type ``` >>> a.features['label'] ClassLabel(num_classes=3, names=['entailment', 'neutral', 'contradiction'], names_file=None, id=None) ``` The labels however are not consistent with the actual labels sometimes, for instance in case of XNLI, the actual labels are 0,1,2, but if ...
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2,206
Got pyarrow error when loading a dataset while adding special tokens into the tokenizer
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2021-04-11T08:40:09Z
2021-11-10T12:18:30Z
2021-11-10T12:04:28Z
NONE
null
I added five more special tokens into the GPT2 tokenizer. But after that, when I try to pre-process the data using my previous code, I got an error shown below: Traceback (most recent call last): File "/home/xuyan/anaconda3/envs/convqa/lib/python3.7/site-packages/datasets/arrow_dataset.py", line 1687, in _map_sin...
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Updating citation information on LinCE readme
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2021-04-11T03:18:05Z
2021-04-12T17:53:34Z
2021-04-12T17:53:34Z
CONTRIBUTOR
null
Hi! I just updated the citation information in this PR. It had an additional bibtex from one of the datasets used in LinCE and then the LinCE bibtex. I removed the former and added a link that shows the full list of citations for each dataset. Thanks!
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2,204
Add configurable options to `seqeval` metric
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2021-04-10T19:58:19Z
2021-04-15T13:49:46Z
2021-04-15T13:49:46Z
CONTRIBUTOR
null
Fixes #2148 Adds options to use strict mode, different schemes of evaluation, sample weight and adjust zero_division behavior, if encountered. `seqeval` provides schemes as objects, hence dynamic import from string, to avoid making the user do the import (thanks to @albertvillanova for the `importlib` idea).
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updated banking77 train and test data
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2021-04-10T12:10:10Z
2021-04-23T14:33:39Z
2021-04-23T14:33:39Z
NONE
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https://api.github.com/repos/huggingface/datasets/issues/2202
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2,202
Add classes GenerateMode, DownloadConfig and Version to the documentation
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2021-04-09T12:58:19Z
2021-04-12T17:58:00Z
2021-04-12T17:57:59Z
MEMBER
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Add documentation for classes `GenerateMode`, `DownloadConfig` and `Version`. Update the docstring of `load_dataset` to create cross-reference links to the classes. Related to #2187.
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2,201
Fix ArrowWriter overwriting features in ArrowBasedBuilder
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2021-04-09T12:56:19Z
2021-04-12T13:32:17Z
2021-04-12T13:32:16Z
MEMBER
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This should fix the issues with CSV loading experienced in #2153 and #2200. The CSV builder is an ArrowBasedBuilder that had an issue with its ArrowWriter used to write the arrow file from the csv data. The writer wasn't initialized with the features passed by the user. Therefore the writer was inferring the featur...
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2,200
_prepare_split will overwrite DatasetBuilder.info.features
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2021-04-09T11:47:13Z
2021-06-04T10:37:35Z
2021-06-04T10:37:35Z
NONE
null
Hi, here is my issue: I initialized a Csv datasetbuilder with specific features: ``` def get_dataset_features(data_args): features = {} if data_args.text_features: features.update({text_feature: hf_features.Value("string") for text_feature in data_args.text_features.strip().split(",")}) if da...
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2,199
Fix backward compatibility in Dataset.load_from_disk
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2021-04-09T11:01:10Z
2021-04-09T15:57:05Z
2021-04-09T15:57:05Z
MEMBER
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Fix backward compatibility when loading from disk an old dataset saved to disk with indices using key "_indices_data_files". Related to #2195.
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2,198
added file_permission in load_dataset
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2021-04-09T09:39:06Z
2021-04-16T14:11:46Z
2021-04-16T14:11:46Z
CONTRIBUTOR
null
As discussed in #2065 I've added `file_permission` argument in `load_dataset`. Added mainly 2 things here: 1) Permission of downloaded datasets when converted to .arrow files can be changed with argument `file_permission` argument in `load_dataset` (default is 0o644 only) 2) Incase the user uses `map` later on t...
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