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Some decisions to be further discussed:
- I have chosen `soundfile` as the audio library; another interesting library is `librosa`, but this requires `soundfile` (see [here](https://github.com/librosa/librosa/blob/main/setup.cfg#L53)). If we require some more advanc... | 2021-10-13T10:26:33Z | https://github.com/huggingface/datasets/pull/2324 | {
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When you look up on key ["train"] and then ['text'], you get back a list with just one sentence duplicated 4620 times. Namely, the sentence "Would such an act of refusal be useful?". Similarly when you look up ['test'] and then ['text'], the list is one sentence repeated "The bungalow was pleasant... | 2021-05-07T10:32:30Z | https://github.com/huggingface/datasets/issues/2323 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ## Describe the bug
Somehow caching does not work for me anymore. Am I doing something wrong, or is there anything that I missed?
## Steps to reproduce the bug
```python
import datasets
datasets.set_caching_enabled(True)
sst = datasets.load_dataset("sst")
def foo(samples, i):
print("executed", i[:10])... | 2021-06-08T19:10:02Z | https://github.com/huggingface/datasets/issues/2322 | {
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Fix #2319. | 2021-05-05T10:50:55Z | https://github.com/huggingface/datasets/pull/2321 | {
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Close #2318. | 2021-05-06T07:57:54Z | https://github.com/huggingface/datasets/pull/2320 | {
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When loading the [OSCAR dataset](https://huggingface.co/datasets/oscar) (specifically `unshuffled_deduplicated_af`), I encounter a `UnicodeDecodeError`.
## Steps to reproduce the bug
```python
from datasets import load_dataset
dataset = load_dataset("oscar", "unshuffled_deduplicated_af")
```... | 2021-05-05T10:57:31Z | https://github.com/huggingface/datasets/issues/2319 | {
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A clear and concise description of what the problem is.
This is an awesome library.
It seems like the dynamic module path in this library has broken some of hyperparameter tuning functionality: https://discuss.huggingface.co/t/using-hyperparamet... | 2021-05-06T08:45:45Z | https://github.com/huggingface/datasets/issues/2318 | {
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Simply, I put a comma between the version bounds.
Fix #2316. | 2021-05-05T10:09:16Z | https://github.com/huggingface/datasets/pull/2317 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Describe the bug
The pyarrow dependency is incorrectly specified in setup.py file, in [this line](https://github.com/huggingface/datasets/blob/3a3e5a4da20bfcd75f8b6a6869b240af8feccc12/setup.py#L77).
Also as a snippet:
```python
"pyarrow>=1.0.0<4.0.0",
```
## Steps to reproduce the bug
```bash
pip install... | 2021-05-05T10:10:03Z | https://github.com/huggingface/datasets/issues/2316 | {
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* replaces the code from the `bug_report.md` that was used to get relevant system info with a dedicated command (a more elegant approach than copy-pasting the code IMO)
* removes the `download` command (copied from the transformers repo?)
* adds missing help messages to the cli commands
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This PR does:
- extract function `_initialize_dynamic_modules_namespace_package`
- extract function `_find_module_in_github_or_s3`
- some renaming of variables
- use of f-strings | 2021-10-13T09:07:34Z | https://github.com/huggingface/datasets/pull/2314 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | Currently, the function `head_hf_s3` is not used:
- neither its returned result is used
- nor it raises any exception, as exceptions are catched and returned (not raised)
This PR removes it. | 2021-05-07T09:31:42Z | https://github.com/huggingface/datasets/pull/2313 | {
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To fix this I had to:
- add the --single-version-externally-managed tag to the build stage (suggestion from [here](https://stackoverflow.com/a/64825075))
- set the python version of the conda build stage to 3.8 since 3.9 isn't suppor... | 2021-05-03T16:01:17Z | https://github.com/huggingface/datasets/pull/2309 | {
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Here's an interesting dataset about extractive question-answering on _subjective_ product / restaurant reviews. It's quite challenging for models fine-tuned on SQuAD and provides a nice example of domain adaptation (i.e. fine-tuning a SQuAD model on this domain gives better performance).
I f... | 2021-05-10T09:21:19Z | https://github.com/huggingface/datasets/pull/2302 | {
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I tried installing the `".[dev]"` version on Windows 10 after cloning.
Here is the error I'm facing:
```bat
(env) C:\testing\datasets>pip install -e ".[dev]"
Obtaining file:///C:/testing/datasets
Requirement already satisfied: numpy>=1.17 in c:\programdata\anaconda3\envs\env\lib\site-packages (from datas... | 2021-05-03T15:18:01Z | https://github.com/huggingface/datasets/issues/2301 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## Adding a Dataset
- **Name:** Voxpopuli
- **Description:** VoxPopuli is raw data is collected from 2009-2020 European Parliament event recordings
- **Paper:** https://arxiv.org/abs/2101.00390
- **Data:** https://github.com/facebookresearch/voxpopuli
- **Motivation:** biggest unlabeled speech dataset
**Note**:... | 2023-02-28T17:43:52Z | https://github.com/huggingface/datasets/issues/2300 | {
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- **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... | 2021-07-23T09:24:16Z | https://github.com/huggingface/datasets/issues/2299 | {
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- **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... | 2021-05-03T08:17:31Z | https://github.com/huggingface/datasets/issues/2296 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | 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... | 2021-05-04T11:00:11Z | https://github.com/huggingface/datasets/issues/2294 | {
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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... | 2021-04-29T16:34:35Z | https://github.com/huggingface/datasets/pull/2291 | {
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In order to self-assign an issue, they have to comment it with the word: `#take` or `#self-assign`. | 2021-04-30T18:28:16Z | https://github.com/huggingface/datasets/pull/2289 | {
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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' ]
``... | 2021-06-15T13:49:26Z | https://github.com/huggingface/datasets/issues/2288 | {
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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... | 2021-05-19T07:22:45Z | https://github.com/huggingface/datasets/issues/2285 | {
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The files were changed in https://github.com/budzianowski/multiwoz/pull/72 | 2021-04-29T13:41:35Z | https://github.com/huggingface/datasets/pull/2281 | {
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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... | 2021-04-29T07:42:42Z | https://github.com/huggingface/datasets/issues/2279 | {
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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.
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For each function that transforms the feature types of the dataset, I added ... | 2022-06-03T08:31:19Z | https://github.com/huggingface/datasets/pull/2274 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | ## 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.
| 2021-04-30T12:54:27Z | https://github.com/huggingface/datasets/issues/2272 | {
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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... | 2022-06-01T17:13:21Z | https://github.com/huggingface/datasets/issues/2271 | {
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However there's currently an issue caused by the use of `np.array` instead of `np.fromiter` on the iterable.
This PR fixes it | 2021-04-27T14:21:57Z | https://github.com/huggingface/datasets/pull/2269 | {
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Setting `pyarrow<4.0.0` for now. I'll open an issue on JIRA once I know more about the origin of the issue | 2021-06-12T12:44:49Z | https://github.com/huggingface/datasets/pull/2268 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ## 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... | 2021-05-28T15:27:34Z | https://github.com/huggingface/datasets/issues/2267 | {
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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... | 2021-04-29T10:00:13Z | https://github.com/huggingface/datasets/pull/2266 | {
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This makes the CI currently fail on master | 2021-04-26T09:47:48Z | https://github.com/huggingface/datasets/pull/2265 | {
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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 ! | 2021-04-26T10:30:28Z | https://github.com/huggingface/datasets/pull/2264 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | 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... | 2021-04-29T09:32:03Z | https://github.com/huggingface/datasets/issues/2262 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ## 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 taxonomy follows π€ 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... | 2021-05-18T13:31:36Z | https://github.com/huggingface/datasets/pull/2255 | {
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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 ... | 2024-01-26T15:10:28Z | https://github.com/huggingface/datasets/issues/2252 | {
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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:
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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 ... | 2022-03-30T08:29:47Z | https://github.com/huggingface/datasets/issues/2250 | {
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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... | 2022-07-06T15:19:48Z | https://github.com/huggingface/datasets/pull/2249 | {
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- `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 ... | 2021-04-26T16:13:59Z | https://github.com/huggingface/datasets/pull/2246 | {
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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]... | 2021-05-10T18:04:37Z | https://github.com/huggingface/datasets/pull/2245 | {
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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... | 2022-07-06T15:19:48Z | https://github.com/huggingface/datasets/pull/2244 | {
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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... | 2021-05-03T17:54:33Z | https://github.com/huggingface/datasets/issues/2243 | {
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The same error with https://huggingface.co/datasets/viewer/?dataset=glue&config=mrpc | 2021-04-20T15:02:45Z | https://github.com/huggingface/datasets/issues/2242 | {
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En relation with #2239. | 2021-04-21T09:54:57Z | https://github.com/huggingface/datasets/pull/2240 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | ## 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... | 2021-04-20T16:33:11Z | https://github.com/huggingface/datasets/issues/2239 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | ## 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... | 2021-04-19T14:46:26Z | https://github.com/huggingface/datasets/issues/2236 | {
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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. | 2021-04-19T08:56:42Z | https://github.com/huggingface/datasets/pull/2233 | {
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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 | 2021-04-21T09:33:09Z | https://github.com/huggingface/datasets/pull/2232 | {
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The `remove_columns` argument was ignored on formatted datasets | 2021-04-16T15:10:05Z | https://github.com/huggingface/datasets/pull/2231 | {
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Currently, the keys are not being checked for any of these, as evident from `xnli' dataset generation:
https... | 2021-05-10T17:31:21Z | https://github.com/huggingface/datasets/issues/2230 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | 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
... | 2021-04-19T08:56:42Z | https://github.com/huggingface/datasets/issues/2229 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | 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. | 2022-07-06T15:19:48Z | https://github.com/huggingface/datasets/pull/2228 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | 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... | 2022-10-05T17:32:15Z | https://github.com/huggingface/datasets/issues/2226 | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | I believe this should be 'test' instead of 'train' | 2021-04-15T22:09:50Z | https://github.com/huggingface/datasets/pull/2225 | {
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] | https://api.github.com/repos/huggingface/datasets | MEMBER | On startup, raise an error if Windows max path length is not disabled; ask the user to disable it.
Linked to discussion in #2220. | 2021-04-14T14:59:13Z | https://github.com/huggingface/datasets/issues/2224 | {
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This PR monkey-patches the config to set the cache directory within the temporary test directory, avoiding side effects. | 2021-04-15T19:11:25Z | https://github.com/huggingface/datasets/pull/2223 | {
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"gi... | Add SLR70 - SLR80 and SLR86 to OpenSLR dataset | https://api.github.com/repos/huggingface/datasets/issues/2221/events | null | https://api.github.com/repos/huggingface/datasets/issues/2221/labels{/name} | 2021-04-14T12:09:18Z | null | false | null | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | 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. | 2021-04-14T13:50:19Z | https://github.com/huggingface/datasets/pull/2221 | {
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... | Added CUAD dataset | https://api.github.com/repos/huggingface/datasets/issues/2219/events | null | https://api.github.com/repos/huggingface/datasets/issues/2219/labels{/name} | 2021-04-13T21:05:03Z | null | false | null | {
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] | https://api.github.com/repos/huggingface/datasets | CONTRIBUTOR | Dataset link : https://github.com/TheAtticusProject/cuad/
Working on README.md currently.
Closes #2084 and [#1](https://github.com/TheAtticusProject/cuad/issues/1). | 2021-04-24T14:25:51Z | https://github.com/huggingface/datasets/pull/2219 | {
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] | https://api.github.com/repos/huggingface/datasets | NONE | 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... | 2021-04-14T21:42:27Z | https://github.com/huggingface/datasets/issues/2218 | {
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"url": "https://api.github.com/repos/huggingface/datasets/issues/2218/reactions"
} | false |
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