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```python
from nlp import load_dataset
dset = load_dataset("text", data_files="/path/to/file.txt")["train"]
```
I created a dummy_data.zip which contains three files: `train.txt`, `test.txt`, `dev.txt`. Each of these contains two lines. It passes
```bash
RUN_SLOW=1 pytest tests/test_dataset_... | value:https://api.github.com/repos/huggingface/datasets/issues/356/comments | value:MDExOlB1bGxSZXF1ZXN0NDQ2NDM3MDQ5 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/356", "html_url": "https://github.com/huggingface/datasets/pull/356", "diff_url": "https://github.com/huggingface/datasets/pull/356.diff", "patch_url": "https://github.com/huggingface/datasets/pull/356.patch", "merged_at": "2020-07-10T14:19:03Z"} | value:2020-07-10T14:19:03Z | value:https://api.github.com/repos/huggingface/datasets/issues/356/labels{/name} | value:356 | json:{"login": "jarednielsen", "id": 4564897, "node_id": "MDQ6VXNlcjQ1NjQ4OTc=", "avatar_url": "https://avatars.githubusercontent.com/u/4564897?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jarednielsen", "html_url": "https://github.com/jarednielsen", "followers_url": "https://api.github.com/users/jared... | value:False | true | |||||||||
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Is there a plan to move these datasets to huggingface servers for a more stable solution?
Btw, here's the stack trace:
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Namely, it would be really nice to add:
- [x] TREC-6 dataset (see here for instance: https://pytorchnlp.readthedocs.io/en/latest/source/torchnlp.datasets.html#torchnlp.datasets.trec_dataset) **[done]**
- #386
- [x] Yelp-5
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Usage:
```python
from nlp import load_dataset
dset = load_dataset("pandas", data_files="df.pkl")["train"]
``` | value:https://api.github.com/repos/huggingface/datasets/issues/351/comments | value:MDExOlB1bGxSZXF1ZXN0NDQ1NDk0NTE4 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/351", "html_url": "https://github.com/huggingface/datasets/pull/351", "diff_url": "https://github.com/huggingface/datasets/pull/351.diff", "patch_url": "https://github.com/huggingface/datasets/pull/351.patch", "merged_at": "2020-07-08T14:15:15Z"} | value:2020-07-08T14:15:16Z | value:https://api.github.com/repos/huggingface/datasets/issues/351/labels{/name} | value:351 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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- `from_pandas()` to create a dataset from a pandas dataframe
- `from_dict()` to create a dataset from a dictionary (keys = columns)
It uses the `pa.Table.from_pandas` and `pa.Table.from_pydict` funcitons to do so.
It is also possible to specify the features t... | value:https://api.github.com/repos/huggingface/datasets/issues/350/comments | value:MDExOlB1bGxSZXF1ZXN0NDQ1NDczODYz | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/350", "html_url": "https://github.com/huggingface/datasets/pull/350", "diff_url": "https://github.com/huggingface/datasets/pull/350.diff", "patch_url": "https://github.com/huggingface/datasets/pull/350.patch", "merged_at": "2020-07-08T14:14:32Z"} | value:2020-07-08T14:14:33Z | value:https://api.github.com/repos/huggingface/datasets/issues/350/labels{/name} | value:350 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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Implementation notes:
- As with many PAN tasks, the data is hosted on [Zenodo](https://zenodo.org/record/1489920) and must be requested ... | value:https://api.github.com/repos/huggingface/datasets/issues/349/comments | value:MDExOlB1bGxSZXF1ZXN0NDQ1MzQwMTQ1 | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/349", "html_url": "https://github.com/huggingface/datasets/pull/349", "diff_url": "https://github.com/huggingface/datasets/pull/349.diff", "patch_url": "https://github.com/huggingface/datasets/pull/349.patch", "merged_at": "2020-07-07T14:57:11Z"} | value:2020-07-07T20:47:27Z | value:https://api.github.com/repos/huggingface/datasets/issues/349/labels{/name} | value:349 | json:{"login": "ghomasHudson", "id": 13795113, "node_id": "MDQ6VXNlcjEzNzk1MTEz", "avatar_url": "https://avatars.githubusercontent.com/u/13795113?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ghomasHudson", "html_url": "https://github.com/ghomasHudson", "followers_url": "https://api.github.com/users/gho... | value:False | true | |||||||||
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Thanks! | value:https://api.github.com/repos/huggingface/datasets/issues/348/comments | value:MDExOlB1bGxSZXF1ZXN0NDQ1MjgwNjk3 | value:closed | value:20 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/348", "html_url": "https://github.com/huggingface/datasets/pull/348", "diff_url": "https://github.com/huggingface/datasets/pull/348.diff", "patch_url": "https://github.com/huggingface/datasets/pull/348.patch", "merged_at": null} | value:2021-05-03T22:07:08Z | value:https://api.github.com/repos/huggingface/datasets/issues/348/labels{/name} | value:348 | json:{"login": "pjox", "id": 635220, "node_id": "MDQ6VXNlcjYzNTIyMA==", "avatar_url": "https://avatars.githubusercontent.com/u/635220?v=4", "gravatar_id": "", "url": "https://api.github.com/users/pjox", "html_url": "https://github.com/pjox", "followers_url": "https://api.github.com/users/pjox/followers", "following_url... | value:False | true | |||||||||
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I guess the error is related to python source encoding issue that my PC is trying to decode the source code with wrong encoding-decoding tools, perhaps :
https://www.python.org/dev/peps/pep-0263/
... | value:https://api.github.com/repos/huggingface/datasets/issues/347/comments | value:MDU6SXNzdWU2NTIxMDY1Njc= | value:closed | value:10 | value:2020-09-07T14:51:45Z | value:https://api.github.com/repos/huggingface/datasets/issues/347/labels{/name} | value:347 | json:{"login": "cosmeowpawlitan", "id": 50871412, "node_id": "MDQ6VXNlcjUwODcxNDEy", "avatar_url": "https://avatars.githubusercontent.com/u/50871412?v=4", "gravatar_id": "", "url": "https://api.github.com/users/cosmeowpawlitan", "html_url": "https://github.com/cosmeowpawlitan", "followers_url": "https://api.github.com/... | true | ||||||||
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I am trying to add an emotion classification dataset ([link](https://github.com/dair-ai/emotion_dataset)) to `nlp` but I am a bit stuck about what I should do when the URL for the dataset is not a ZIP file, but just a pickled `pandas.DataFrame` (see [here](https://www.dropbox.com/s/607ptdakxuh5... | value:https://api.github.com/repos/huggingface/datasets/issues/346/comments | value:MDExOlB1bGxSZXF1ZXN0NDQ1MTg4MTUz | value:closed | value:9 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/346", "html_url": "https://github.com/huggingface/datasets/pull/346", "diff_url": "https://github.com/huggingface/datasets/pull/346.diff", "patch_url": "https://github.com/huggingface/datasets/pull/346.patch", "merged_at": "2020-07-13T14:39:38Z"} | value:2022-05-30T15:16:44Z | value:https://api.github.com/repos/huggingface/datasets/issues/346/labels{/name} | value:346 | json:{"login": "lewtun", "id": 26859204, "node_id": "MDQ6VXNlcjI2ODU5MjA0", "avatar_url": "https://avatars.githubusercontent.com/u/26859204?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lewtun", "html_url": "https://github.com/lewtun", "followers_url": "https://api.github.com/users/lewtun/followers", "f... | value:False | true | |||||||||
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- raw_jeopardy: raw data
- train_test_val: which is the splitted version
#336 | value:https://api.github.com/repos/huggingface/datasets/issues/344/comments | value:MDExOlB1bGxSZXF1ZXN0NDQ0NzQwMTIw | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/344", "html_url": "https://github.com/huggingface/datasets/pull/344", "diff_url": "https://github.com/huggingface/datasets/pull/344.diff", "patch_url": "https://github.com/huggingface/datasets/pull/344.patch", "merged_at": null} | value:2020-07-16T08:58:16Z | value:https://api.github.com/repos/huggingface/datasets/issues/344/labels{/name} | value:344 | json:{"login": "mariamabarham", "id": 38249783, "node_id": "MDQ6VXNlcjM4MjQ5Nzgz", "avatar_url": "https://avatars.githubusercontent.com/u/38249783?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mariamabarham", "html_url": "https://github.com/mariamabarham", "followers_url": "https://api.github.com/users/... | value:False | true | |||||||||
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However I noticed that it was not possible to do `dset.set_format("tensorflow")` on datasets with nested features like `squad`. I fixed that using a nested map operations to convert features to `tf.ragged.constant`.
I also ... | value:https://api.github.com/repos/huggingface/datasets/issues/343/comments | value:MDExOlB1bGxSZXF1ZXN0NDQ0Njc4NDEw | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/343", "html_url": "https://github.com/huggingface/datasets/pull/343", "diff_url": "https://github.com/huggingface/datasets/pull/343.diff", "patch_url": "https://github.com/huggingface/datasets/pull/343.patch", "merged_at": "2020-07-06T13:11:51Z"} | value:2020-07-06T13:11:52Z | value:https://api.github.com/repos/huggingface/datasets/issues/343/labels{/name} | value:343 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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We should update the features in this case (with what is possible to infer). | value:https://api.github.com/repos/huggingface/datasets/issues/342/comments | value:MDU6SXNzdWU2NTEzMzMxOTQ= | value:closed | value:1 | value:2020-07-23T10:15:16Z | value:https://api.github.com/repos/huggingface/datasets/issues/342/labels{/name} | value:342 | json:{"login": "thomwolf", "id": 7353373, "node_id": "MDQ6VXNlcjczNTMzNzM=", "avatar_url": "https://avatars.githubusercontent.com/u/7353373?v=4", "gravatar_id": "", "url": "https://api.github.com/users/thomwolf", "html_url": "https://github.com/thomwolf", "followers_url": "https://api.github.com/users/thomwolf/follower... | true | ||||||||
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Some design decisions:
- Simplified the function API to not handle sharding. It writes the entire dataset as a single TFRecord file. This simplifies the function logic and users can use other functions (`select`, `shard`, etc) to handle custom sharding or ... | value:https://api.github.com/repos/huggingface/datasets/issues/339/comments | value:MDExOlB1bGxSZXF1ZXN0NDQzNzAyNTcw | value:closed | value:18 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/339", "html_url": "https://github.com/huggingface/datasets/pull/339", "diff_url": "https://github.com/huggingface/datasets/pull/339.diff", "patch_url": "https://github.com/huggingface/datasets/pull/339.patch", "merged_at": "2020-07-22T09:16:11Z"} | value:2020-07-22T09:16:12Z | value:https://api.github.com/repos/huggingface/datasets/issues/339/labels{/name} | value:339 | json:{"login": "jarednielsen", "id": 4564897, "node_id": "MDQ6VXNlcjQ1NjQ4OTc=", "avatar_url": "https://avatars.githubusercontent.com/u/4564897?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jarednielsen", "html_url": "https://github.com/jarednielsen", "followers_url": "https://api.github.com/users/jared... | value:False | true | |||||||||
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```python
# use these existing methods
ds = load_dataset("wikitext"... | value:https://api.github.com/repos/huggingface/datasets/issues/337/comments | value:MDU6SXNzdWU2NTAwMzU4ODc= | value:closed | value:0 | value:2020-07-22T09:16:12Z | value:https://api.github.com/repos/huggingface/datasets/issues/337/labels{/name} | value:337 | json:{"login": "jarednielsen", "id": 4564897, "node_id": "MDQ6VXNlcjQ1NjQ4OTc=", "avatar_url": "https://avatars.githubusercontent.com/u/4564897?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jarednielsen", "html_url": "https://github.com/jarednielsen", "followers_url": "https://api.github.com/users/jared... | true | ||||||||
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Namely, it would be really nice to add:
- WebQuestions (Berant et al., 2013) [done]
- CuratedTrec (Baudis et al. 2015) [not open-source]
- MS-MARCO (NGuyen et al. 2016) [done]
- SearchQA (Dunn ... | value:https://api.github.com/repos/huggingface/datasets/issues/336/comments | value:MDU6SXNzdWU2NDk5MTQyMDM= | value:closed | value:0 | value:2020-07-16T09:04:22Z | value:https://api.github.com/repos/huggingface/datasets/issues/336/labels{/name} | value:336 | json:{"login": "thomwolf", "id": 7353373, "node_id": "MDQ6VXNlcjczNTMzNzM=", "avatar_url": "https://avatars.githubusercontent.com/u/7353373?v=4", "gravatar_id": "", "url": "https://api.github.com/users/thomwolf", "html_url": "https://github.com/thomwolf", "followers_url": "https://api.github.com/users/thomwolf/follower... | true | |||||||
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Note on the implementation:
- There are two configs: with and without the embedding... | value:https://api.github.com/repos/huggingface/datasets/issues/332/comments | value:MDExOlB1bGxSZXF1ZXN0NDQyODMwMzMz | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/332", "html_url": "https://github.com/huggingface/datasets/pull/332", "diff_url": "https://github.com/huggingface/datasets/pull/332.diff", "patch_url": "https://github.com/huggingface/datasets/pull/332.patch", "merged_at": "2020-07-06T12:21:16Z"} | value:2020-07-06T12:21:17Z | value:https://api.github.com/repos/huggingface/datasets/issues/332/labels{/name} | value:332 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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>>> import nlp
>>> nlp.load_dataset('cnn_dailymail', '3.0.0')
Downloading and preparing dataset cnn_dailymail/3.0.0 (download: 558.32 MiB, generated: 1.26 GiB, total: 1.81 GiB) to /u/jm8wx/.cache/huggingface/datasets/cnn_dailymail/3.0.0/3.0.0...
Traceback (most recent call last):
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- There are 2 separate versions of the training set - *annotated* and *distant*. Instead of `nlp.Split.Train` I've used the splits `"train_annotated"` and `"train_distant... | value:https://api.github.com/repos/huggingface/datasets/issues/330/comments | value:MDExOlB1bGxSZXF1ZXN0NDQyMzIxMjEw | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/330", "html_url": "https://github.com/huggingface/datasets/pull/330", "diff_url": "https://github.com/huggingface/datasets/pull/330.diff", "patch_url": "https://github.com/huggingface/datasets/pull/330.patch", "merged_at": "2020-07-05T12:27:29Z"} | value:2020-07-06T12:10:39Z | value:https://api.github.com/repos/huggingface/datasets/issues/330/labels{/name} | value:330 | json:{"login": "ghomasHudson", "id": 13795113, "node_id": "MDQ6VXNlcjEzNzk1MTEz", "avatar_url": "https://avatars.githubusercontent.com/u/13795113?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ghomasHudson", "html_url": "https://github.com/ghomasHudson", "followers_url": "https://api.github.com/users/gho... | value:False | true | |||||||||
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`load_dataset("wikitext", "wikitext-2-raw-v1")`
But when I attempt to cache it on an external volume, it hangs indefinitely:
`load_dataset("wikitext", "wikitext-2-raw-v1", cache_dir="/fsx") # /fsx is an external volume mount`
The filesystem when hanging looks li... | value:https://api.github.com/repos/huggingface/datasets/issues/329/comments | value:MDU6SXNzdWU2NDg0NDY5Nzk= | value:closed | value:11 | value:2024-12-26T15:13:39Z | value:https://api.github.com/repos/huggingface/datasets/issues/329/labels{/name} | value:329 | json:{"login": "jarednielsen", "id": 4564897, "node_id": "MDQ6VXNlcjQ1NjQ4OTc=", "avatar_url": "https://avatars.githubusercontent.com/u/4564897?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jarednielsen", "html_url": "https://github.com/jarednielsen", "followers_url": "https://api.github.com/users/jared... | true | ||||||||
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We're currently training a custom TensorFlow model but the nlp paradigm should be a bridge for us to be able to use the wealth of pre-trained models in Transformers.
Our preprocessing flow parses raw te... | value:https://api.github.com/repos/huggingface/datasets/issues/328/comments | value:MDU6SXNzdWU2NDgzMjY4NDE= | value:closed | value:5 | value:2020-07-06T21:43:59Z | value:https://api.github.com/repos/huggingface/datasets/issues/328/labels{/name} | value:328 | json:{"login": "timothyjlaurent", "id": 2000204, "node_id": "MDQ6VXNlcjIwMDAyMDQ=", "avatar_url": "https://avatars.githubusercontent.com/u/2000204?v=4", "gravatar_id": "", "url": "https://api.github.com/users/timothyjlaurent", "html_url": "https://github.com/timothyjlaurent", "followers_url": "https://api.github.com/us... | true | ||||||||
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Caused the computing power we splitted it into multiple tiles, but they are all in the same format.
Right now the most important facts about are this:
- Contexts: 1.047.671
- questions:... | value:https://api.github.com/repos/huggingface/datasets/issues/326/comments | value:MDU6SXNzdWU2NDgxMjYxMDM= | value:closed | value:8 | value:2020-07-09T09:01:50Z | value:https://api.github.com/repos/huggingface/datasets/issues/326/labels{/name} | value:326 | json:{"login": "flozi00", "id": 47894090, "node_id": "MDQ6VXNlcjQ3ODk0MDkw", "avatar_url": "https://avatars.githubusercontent.com/u/47894090?v=4", "gravatar_id": "", "url": "https://api.github.com/users/flozi00", "html_url": "https://github.com/flozi00", "followers_url": "https://api.github.com/users/flozi00/followers"... | true | ||||||||
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```
import nlp
glue_metric = nlp.load_metric('glue',name="cola")
glue_score = glue_metric.compute(predictions, references)
```
```
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@thomwolf not sure how you feel about adding to the `PYTHONPATH` from the script. This is the only way I could make it work with my understanding of `im... | value:https://api.github.com/repos/huggingface/datasets/issues/323/comments | value:MDExOlB1bGxSZXF1ZXN0NDQxNTMxOTY3 | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/323", "html_url": "https://github.com/huggingface/datasets/pull/323", "diff_url": "https://github.com/huggingface/datasets/pull/323.diff", "patch_url": "https://github.com/huggingface/datasets/pull/323.patch", "merged_at": null} | value:2020-07-30T14:00:23Z | value:https://api.github.com/repos/huggingface/datasets/issues/323/labels{/name} | value:323 | json:{"login": "yjernite", "id": 10469459, "node_id": "MDQ6VXNlcjEwNDY5NDU5", "avatar_url": "https://avatars.githubusercontent.com/u/10469459?v=4", "gravatar_id": "", "url": "https://api.github.com/users/yjernite", "html_url": "https://github.com/yjernite", "followers_url": "https://api.github.com/users/yjernite/follow... | value:False | true | |||||||||
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```python
my_examples = dataset[0:10]
print(type(my_examples))
# >>> dict
print(my_examples["my_column"][0]
# >>> this is the first element of the... | value:https://api.github.com/repos/huggingface/datasets/issues/322/comments | value:MDExOlB1bGxSZXF1ZXN0NDQxNTAyMjc2 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/322", "html_url": "https://github.com/huggingface/datasets/pull/322", "diff_url": "https://github.com/huggingface/datasets/pull/322.diff", "patch_url": "https://github.com/huggingface/datasets/pull/322.patch", "merged_at": "2020-07-02T08:33:32Z"} | value:2020-07-02T08:33:33Z | value:https://api.github.com/repos/huggingface/datasets/issues/322/labels{/name} | value:322 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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I am trying to download some wikipedia data but I got this error for spanish "es" (but there are maybe some others languages which have the same error I haven't tried all of them ).
`ERROR:root:mwparserfromhell ParseError: This is a bug and should be reported. Info: C tokenizer exited with non-empty tok... | value:https://api.github.com/repos/huggingface/datasets/issues/321/comments | value:MDU6SXNzdWU2NDcyNzE1MjY= | value:closed | value:10 | value:2022-02-14T15:21:46Z | value:https://api.github.com/repos/huggingface/datasets/issues/321/labels{/name} | value:321 | json:{"login": "Shiro-LK", "id": 26505641, "node_id": "MDQ6VXNlcjI2NTA1NjQx", "avatar_url": "https://avatars.githubusercontent.com/u/26505641?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Shiro-LK", "html_url": "https://github.com/Shiro-LK", "followers_url": "https://api.github.com/users/Shiro-LK/follow... | true | ||||||||
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```
NonMatchingSplitsSizesError: [{'expected': SplitInfo(name='train', num_bytes=610252351, num_examples=532812, dataset_name='blog_authorship_corpus'), 'recorded': SplitInfo(name='train', num_bytes=614706451, num_examples=53556... | value:https://api.github.com/repos/huggingface/datasets/issues/320/comments | value:MDU6SXNzdWU2NDcxODgxNjc= | value:closed | value:2 | value:2020-06-29T14:44:42Z | value:https://api.github.com/repos/huggingface/datasets/issues/320/labels{/name} | value:320 | json:{"login": "mariamabarham", "id": 38249783, "node_id": "MDQ6VXNlcjM4MjQ5Nzgz", "avatar_url": "https://avatars.githubusercontent.com/u/38249783?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mariamabarham", "html_url": "https://github.com/mariamabarham", "followers_url": "https://api.github.com/users/... | true | ||||||||
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The original data is in thi... | value:https://api.github.com/repos/huggingface/datasets/issues/319/comments | value:MDU6SXNzdWU2NDY3OTI0ODc= | value:closed | value:1 | value:2020-07-03T10:22:00Z | value:https://api.github.com/repos/huggingface/datasets/issues/319/labels{/name} | value:319 | json:{"login": "ghomasHudson", "id": 13795113, "node_id": "MDQ6VXNlcjEzNzk1MTEz", "avatar_url": "https://avatars.githubusercontent.com/u/13795113?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ghomasHudson", "html_url": "https://github.com/ghomasHudson", "followers_url": "https://api.github.com/users/gho... | true | ||||||||
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There's a function `build_multitask()` which takes either individual `nlp.Dataset`s or `dicts` of splits and constructs `MultiDataset`(s). I've added a notebook with example usage.
I've implemented many of the `nlp... | value:https://api.github.com/repos/huggingface/datasets/issues/318/comments | value:MDExOlB1bGxSZXF1ZXN0NDQwOTExOTYy | value:closed | value:18 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/318", "html_url": "https://github.com/huggingface/datasets/pull/318", "diff_url": "https://github.com/huggingface/datasets/pull/318.diff", "patch_url": "https://github.com/huggingface/datasets/pull/318.patch", "merged_at": null} | value:2022-07-06T15:19:57Z | value:https://api.github.com/repos/huggingface/datasets/issues/318/labels{/name} | value:318 | json:{"login": "ghomasHudson", "id": 13795113, "node_id": "MDQ6VXNlcjEzNzk1MTEz", "avatar_url": "https://avatars.githubusercontent.com/u/13795113?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ghomasHudson", "html_url": "https://github.com/ghomasHudson", "followers_url": "https://api.github.com/users/gho... | value:True | true | |||||||||
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For example, in [... | value:https://api.github.com/repos/huggingface/datasets/issues/317/comments | value:MDU6SXNzdWU2NDY1NTUzODQ= | value:closed | value:1 | value:2020-10-27T15:36:52Z | value:https://api.github.com/repos/huggingface/datasets/issues/317/labels{/name} | value:317 | json:{"login": "erickrf", "id": 294483, "node_id": "MDQ6VXNlcjI5NDQ4Mw==", "avatar_url": "https://avatars.githubusercontent.com/u/294483?v=4", "gravatar_id": "", "url": "https://api.github.com/users/erickrf", "html_url": "https://github.com/erickrf", "followers_url": "https://api.github.com/users/erickrf/followers", "f... | true | ||||||||
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```python
train_tf_dataset = train_tf_dataset.f... | value:https://api.github.com/repos/huggingface/datasets/issues/315/comments | value:MDU6SXNzdWU2NDU4ODg5NDM= | value:open | value:12 | value:2026-05-21T23:25:15Z | value:https://api.github.com/repos/huggingface/datasets/issues/315/labels{/name} | value:315 | json:{"login": "jarednielsen", "id": 4564897, "node_id": "MDQ6VXNlcjQ1NjQ4OTc=", "avatar_url": "https://avatars.githubusercontent.com/u/4564897?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jarednielsen", "html_url": "https://github.com/jarednielsen", "followers_url": "https://api.github.com/users/jared... | true | |||||||||||
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Code is heav... | value:https://api.github.com/repos/huggingface/datasets/issues/313/comments | value:MDExOlB1bGxSZXF1ZXN0NDM5ODc4MDg5 | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/313", "html_url": "https://github.com/huggingface/datasets/pull/313", "diff_url": "https://github.com/huggingface/datasets/pull/313.diff", "patch_url": "https://github.com/huggingface/datasets/pull/313.patch", "merged_at": "2020-06-30T08:28:10Z"} | value:2020-06-30T08:28:11Z | value:https://api.github.com/repos/huggingface/datasets/issues/313/labels{/name} | value:313 | json:{"login": "ghomasHudson", "id": 13795113, "node_id": "MDQ6VXNlcjEzNzk1MTEz", "avatar_url": "https://avatars.githubusercontent.com/u/13795113?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ghomasHudson", "html_url": "https://github.com/ghomasHudson", "followers_url": "https://api.github.com/users/gho... | value:False | true | ||||||||
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```python
rank = 3 # for example
size = 10
dataset = nlp.load_dataset('wikitext', 'wikitext-2-raw-v1', split=f"train[{rank*10}%:{(rank+1)*10}%]")
```
However, this breaks down if you have a number of ranks that doesn't divide c... | value:https://api.github.com/repos/huggingface/datasets/issues/312/comments | value:MDU6SXNzdWU2NDUwMjU1NjE= | value:closed | value:2 | value:2020-07-06T12:35:36Z | value:https://api.github.com/repos/huggingface/datasets/issues/312/labels{/name} | value:312 | json:{"login": "jarednielsen", "id": 4564897, "node_id": "MDQ6VXNlcjQ1NjQ4OTc=", "avatar_url": "https://avatars.githubusercontent.com/u/4564897?v=4", "gravatar_id": "", "url": "https://api.github.com/users/jarednielsen", "html_url": "https://github.com/jarednielsen", "followers_url": "https://api.github.com/users/jared... | true | ||||||||
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A common processing step seems to be replacing the `XXX` placeholder with the `subject`. I've left this out as it's something you could easily do with `map`. | value:https://api.github.com/repos/huggingface/datasets/issues/311/comments | value:MDExOlB1bGxSZXF1ZXN0NDM5NTQ3OTg0 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/311", "html_url": "https://github.com/huggingface/datasets/pull/311", "diff_url": "https://github.com/huggingface/datasets/pull/311.diff", "patch_url": "https://github.com/huggingface/datasets/pull/311.patch", "merged_at": "2020-06-29T16:37:38Z"} | value:2020-06-29T16:37:38Z | value:https://api.github.com/repos/huggingface/datasets/issues/311/labels{/name} | value:311 | json:{"login": "ghomasHudson", "id": 13795113, "node_id": "MDQ6VXNlcjEzNzk1MTEz", "avatar_url": "https://avatars.githubusercontent.com/u/13795113?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ghomasHudson", "html_url": "https://github.com/ghomasHudson", "followers_url": "https://api.github.com/users/gho... | value:False | true | |||||||||
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Interesting things to note:
- Have copied the function (`_convert_to_human_readable`) which converts the SQL query to a human-readable (string) format as this is what most people will want when actually using this dataset for NLP application... | value:https://api.github.com/repos/huggingface/datasets/issues/310/comments | value:MDExOlB1bGxSZXF1ZXN0NDM5MzY1MDg5 | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/310", "html_url": "https://github.com/huggingface/datasets/pull/310", "diff_url": "https://github.com/huggingface/datasets/pull/310.diff", "patch_url": "https://github.com/huggingface/datasets/pull/310.patch", "merged_at": "2020-06-25T12:32:25Z"} | value:2020-06-25T12:32:25Z | value:https://api.github.com/repos/huggingface/datasets/issues/310/labels{/name} | value:310 | json:{"login": "ghomasHudson", "id": 13795113, "node_id": "MDQ6VXNlcjEzNzk1MTEz", "avatar_url": "https://avatars.githubusercontent.com/u/13795113?v=4", "gravatar_id": "", "url": "https://api.github.com/users/ghomasHudson", "html_url": "https://github.com/ghomasHudson", "followers_url": "https://api.github.com/users/gho... | value:False | true | |||||||||
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Only contains data for summaries (not whole story) | value:https://api.github.com/repos/huggingface/datasets/issues/309/comments | value:MDExOlB1bGxSZXF1ZXN0NDM5MzQ1NzYz | value:closed | value:11 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/309", "html_url": "https://github.com/huggingface/datasets/pull/309", "diff_url": "https://github.com/huggingface/datasets/pull/309.diff", "patch_url": "https://github.com/huggingface/datasets/pull/309.patch", "merged_at": null} | value:2020-09-03T09:02:10Z | value:https://api.github.com/repos/huggingface/datasets/issues/309/labels{/name} | value:309 | json:{"login": "Varal7", "id": 8019486, "node_id": "MDQ6VXNlcjgwMTk0ODY=", "avatar_url": "https://avatars.githubusercontent.com/u/8019486?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Varal7", "html_url": "https://github.com/Varal7", "followers_url": "https://api.github.com/users/Varal7/followers", "fol... | value:False | true | |||||||||
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```python
dataset = nlp.load_dataset('glue', 'mrpc')
```
```python
Downloading and preparing dataset glue/mrpc (download: Unknown size, generated: Unknown size, total: Unknown size) to C:\Users\Python\... | value:https://api.github.com/repos/huggingface/datasets/issues/307/comments | value:MDU6SXNzdWU2NDQxODcyNjI= | value:closed | value:0 | value:2020-06-25T12:16:09Z | value:https://api.github.com/repos/huggingface/datasets/issues/307/labels{/name} | value:307 | json:{"login": "patpizio", "id": 15801338, "node_id": "MDQ6VXNlcjE1ODAxMzM4", "avatar_url": "https://avatars.githubusercontent.com/u/15801338?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patpizio", "html_url": "https://github.com/patpizio", "followers_url": "https://api.github.com/users/patpizio/follow... | true | ||||||||
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Add functioning PG19 dataset with dummy data
`cos_e.py` was just auto-linted by `make style` | value:https://api.github.com/repos/huggingface/datasets/issues/306/comments | value:MDExOlB1bGxSZXF1ZXN0NDM4ODQ2MTI3 | value:closed | value:12 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/306", "html_url": "https://github.com/huggingface/datasets/pull/306", "diff_url": "https://github.com/huggingface/datasets/pull/306.diff", "patch_url": "https://github.com/huggingface/datasets/pull/306.patch", "merged_at": "2020-07-06T07:55:59Z"} | value:2020-07-06T07:55:59Z | value:https://api.github.com/repos/huggingface/datasets/issues/306/labels{/name} | value:306 | json:{"login": "lucidrains", "id": 108653, "node_id": "MDQ6VXNlcjEwODY1Mw==", "avatar_url": "https://avatars.githubusercontent.com/u/108653?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lucidrains", "html_url": "https://github.com/lucidrains", "followers_url": "https://api.github.com/users/lucidrains/fo... | value:False | true | |||||||||
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Currently however, the code se... | value:https://api.github.com/repos/huggingface/datasets/issues/305/comments | value:MDU6SXNzdWU2NDQxNDgxNDk= | value:closed | value:0 | value:2020-07-30T16:44:23Z | value:https://api.github.com/repos/huggingface/datasets/issues/305/labels{/name} | value:305 | json:{"login": "yjernite", "id": 10469459, "node_id": "MDQ6VXNlcjEwNDY5NDU5", "avatar_url": "https://avatars.githubusercontent.com/u/10469459?v=4", "gravatar_id": "", "url": "https://api.github.com/users/yjernite", "html_url": "https://github.com/yjernite", "followers_url": "https://api.github.com/users/yjernite/follow... | true | ||||||||
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Attached [Colab](https://colab.research.google.com/drive/13H0ZgyQ2se0mqJ2yyew0bNEgJuHaJ8H3?usp=sharing) Notebook for pr... | value:https://api.github.com/repos/huggingface/datasets/issues/304/comments | value:MDU6SXNzdWU2NDQwOTE5NzA= | value:closed | value:0 | value:2020-07-22T09:50:58Z | value:https://api.github.com/repos/huggingface/datasets/issues/304/labels{/name} | value:304 | json:{"login": "codehunk628", "id": 51091425, "node_id": "MDQ6VXNlcjUxMDkxNDI1", "avatar_url": "https://avatars.githubusercontent.com/u/51091425?v=4", "gravatar_id": "", "url": "https://api.github.com/users/codehunk628", "html_url": "https://github.com/codehunk628", "followers_url": "https://api.github.com/users/codehu... | true | ||||||||
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Therefore it can happen that we try to move files across filesystems.
We were using `os.rename` that doesn't allow that, so I changed some of them to `shutil.move`.
This should fix #301 | value:https://api.github.com/repos/huggingface/datasets/issues/303/comments | value:MDExOlB1bGxSZXF1ZXN0NDM4NjI3Nzcw | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/303", "html_url": "https://github.com/huggingface/datasets/pull/303", "diff_url": "https://github.com/huggingface/datasets/pull/303.diff", "patch_url": "https://github.com/huggingface/datasets/pull/303.patch", "merged_at": "2020-06-23T15:08:43Z"} | value:2020-06-23T15:08:44Z | value:https://api.github.com/repos/huggingface/datasets/issues/303/labels{/name} | value:303 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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I was wondering about adding datasets here, specifically because it's shaping up to be large and easily usable.
The metrics for sign language to text translation are the same.
So, what do you think about (me, or others) adding datasets here?
... | value:https://api.github.com/repos/huggingface/datasets/issues/302/comments | value:MDU6SXNzdWU2NDM5MTA0MTg= | value:closed | value:3 | value:2020-11-25T11:25:33Z | value:https://api.github.com/repos/huggingface/datasets/issues/302/labels{/name} | value:302 | json:{"login": "AmitMY", "id": 5757359, "node_id": "MDQ6VXNlcjU3NTczNTk=", "avatar_url": "https://avatars.githubusercontent.com/u/5757359?v=4", "gravatar_id": "", "url": "https://api.github.com/users/AmitMY", "html_url": "https://github.com/AmitMY", "followers_url": "https://api.github.com/users/AmitMY/followers", "fol... | true | ||||||||
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```
nlp.load_dataset('wikipedia', '20200501.de', split = 'train', cache_dir=my_path)
```
```
OSError ... | value:https://api.github.com/repos/huggingface/datasets/issues/301/comments | value:MDU6SXNzdWU2NDM3NjM1MjU= | value:closed | value:2 | value:2020-06-24T07:05:07Z | value:https://api.github.com/repos/huggingface/datasets/issues/301/labels{/name} | value:301 | json:{"login": "hallvagi", "id": 33862536, "node_id": "MDQ6VXNlcjMzODYyNTM2", "avatar_url": "https://avatars.githubusercontent.com/u/33862536?v=4", "gravatar_id": "", "url": "https://api.github.com/users/hallvagi", "html_url": "https://github.com/hallvagi", "followers_url": "https://api.github.com/users/hallvagi/follow... | true | ||||||||
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Moreover I added support for both strings and lists of strings for `references` in `bertscore`, as it is the case in the original code.
... | value:https://api.github.com/repos/huggingface/datasets/issues/300/comments | value:MDExOlB1bGxSZXF1ZXN0NDM4NDQ4Mjk1 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/300", "html_url": "https://github.com/huggingface/datasets/pull/300", "diff_url": "https://github.com/huggingface/datasets/pull/300.diff", "patch_url": "https://github.com/huggingface/datasets/pull/300.patch", "merged_at": "2020-06-23T14:47:36Z"} | value:2020-06-23T14:47:38Z | value:https://api.github.com/repos/huggingface/datasets/issues/300/labels{/name} | value:300 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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I was working on adding Indexed Datasets but in the meantime I had to also add more support for Numpy arrays in the lib.
## Better support for Numpy format
New features:
- New fast method to convert Numpy arrays from Arrow structure (up to x100 sp... | value:https://api.github.com/repos/huggingface/datasets/issues/298/comments | value:MDExOlB1bGxSZXF1ZXN0NDM4Mzc4MDM4 | value:closed | value:8 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/298", "html_url": "https://github.com/huggingface/datasets/pull/298", "diff_url": "https://github.com/huggingface/datasets/pull/298.diff", "patch_url": "https://github.com/huggingface/datasets/pull/298.patch", "merged_at": "2020-06-26T07:50:43Z"} | value:2020-06-26T07:50:44Z | value:https://api.github.com/repos/huggingface/datasets/issues/298/labels{/name} | value:298 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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| value:https://api.github.com/repos/huggingface/datasets/issues/297/comments | value:MDU6SXNzdWU2NDM0NDQ2MjU= | value:closed | value:3 | value:2020-07-17T17:43:06Z | value:https://api.github.com/repos/huggingface/datasets/issues/297/labels{/name} | value:297 | json:{"login": "s-jse", "id": 60150701, "node_id": "MDQ6VXNlcjYwMTUwNzAx", "avatar_url": "https://avatars.githubusercontent.com/u/60150701?v=4", "gravatar_id": "", "url": "https://api.github.com/users/s-jse", "html_url": "https://github.com/s-jse", "followers_url": "https://api.github.com/users/s-jse/followers", "follo... | true | ||||||||
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```
import nlp
from collections import Counter
data = nlp.load_dataset('snli')['train']
print(Counter(data['label']))
Counter({0: 183416, 2: 183187, 1: 182764, -1: 785})
```
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I am the author of `bert_score`. Recently, we received [ an issue ](https://github.com/Tiiiger/bert_score/issues/62) reporting a problem in using `bert_score` from the `nlp` package (also see #238 in this repo). After looking into this, I realized that the problem arises from the format `nlp.Metric` take... | value:https://api.github.com/repos/huggingface/datasets/issues/295/comments | value:MDU6SXNzdWU2NDMyNDU0MTI= | value:closed | value:0 | value:2020-06-23T14:47:37Z | value:https://api.github.com/repos/huggingface/datasets/issues/295/labels{/name} | value:295 | json:{"login": "Tiiiger", "id": 19514537, "node_id": "MDQ6VXNlcjE5NTE0NTM3", "avatar_url": "https://avatars.githubusercontent.com/u/19514537?v=4", "gravatar_id": "", "url": "https://api.github.com/users/Tiiiger", "html_url": "https://github.com/Tiiiger", "followers_url": "https://api.github.com/users/Tiiiger/followers"... | true | ||||||||
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```python
arxiv = nlp.load_dataset("scientific_papers", "arxiv")
```
I get the following stack trace:
```bash
JSONDecodeError Traceback (most... | value:https://api.github.com/repos/huggingface/datasets/issues/294/comments | value:MDU6SXNzdWU2NDMxODExNzk= | value:closed | value:4 | value:2020-06-30T15:25:10Z | value:https://api.github.com/repos/huggingface/datasets/issues/294/labels{/name} | value:294 | json:{"login": "JohnGiorgi", "id": 8917831, "node_id": "MDQ6VXNlcjg5MTc4MzE=", "avatar_url": "https://avatars.githubusercontent.com/u/8917831?v=4", "gravatar_id": "", "url": "https://api.github.com/users/JohnGiorgi", "html_url": "https://github.com/JohnGiorgi", "followers_url": "https://api.github.com/users/JohnGiorgi/... | true | ||||||||
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It should fix the CI that is currently failing. | value:https://api.github.com/repos/huggingface/datasets/issues/293/comments | value:MDExOlB1bGxSZXF1ZXN0NDM3ODM1ODI4 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/293", "html_url": "https://github.com/huggingface/datasets/pull/293", "diff_url": "https://github.com/huggingface/datasets/pull/293.diff", "patch_url": "https://github.com/huggingface/datasets/pull/293.patch", "merged_at": "2020-06-22T11:06:59Z"} | value:2020-06-22T11:07:00Z | value:https://api.github.com/repos/huggingface/datasets/issues/293/labels{/name} | value:293 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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- Citation: Replace preprint with proceedings
- URL: Use a URL with long-term availability
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I would appreciate if you could help me with this issue. | value:https://api.github.com/repos/huggingface/datasets/issues/290/comments | value:MDU6SXNzdWU2NDE5NzgyODY= | value:closed | value:2 | value:2020-06-20T13:22:24Z | value:https://api.github.com/repos/huggingface/datasets/issues/290/labels{/name} | value:290 | json:{"login": "JovanNj", "id": 8490096, "node_id": "MDQ6VXNlcjg0OTAwOTY=", "avatar_url": "https://avatars.githubusercontent.com/u/8490096?v=4", "gravatar_id": "", "url": "https://api.github.com/users/JovanNj", "html_url": "https://github.com/JovanNj", "followers_url": "https://api.github.com/users/JovanNj/followers", ... | true | ||||||||
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- Manual download is not required anymore
- dataset can be loaded as follow: `nlp.load_dataset('xsum')`
**Important**
Instead of using on outdated url to download the data: "https://raw.githubusercontent.com/EdinburghNLP/XSum/master/XSum-Datase... | value:https://api.github.com/repos/huggingface/datasets/issues/289/comments | value:MDExOlB1bGxSZXF1ZXN0NDM3MDc0MTM3 | value:closed | value:3 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/289", "html_url": "https://github.com/huggingface/datasets/pull/289", "diff_url": "https://github.com/huggingface/datasets/pull/289.diff", "patch_url": "https://github.com/huggingface/datasets/pull/289.patch", "merged_at": "2020-06-22T07:20:07Z"} | value:2020-06-22T13:27:26Z | value:https://api.github.com/repos/huggingface/datasets/issues/289/labels{/name} | value:289 | json:{"login": "mariamabarham", "id": 38249783, "node_id": "MDQ6VXNlcjM4MjQ5Nzgz", "avatar_url": "https://avatars.githubusercontent.com/u/38249783?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mariamabarham", "html_url": "https://github.com/mariamabarham", "followers_url": "https://api.github.com/users/... | value:False | true | |||||||||
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_np_qint8 = np.dtype([("qint8", np.int8, 1)])
/... | value:https://api.github.com/repos/huggingface/datasets/issues/288/comments | value:MDU6SXNzdWU2NDE4ODg2MTA= | value:closed | value:5 | value:2020-06-21T09:05:11Z | value:https://api.github.com/repos/huggingface/datasets/issues/288/labels{/name} | value:288 | json:{"login": "wutong8023", "id": 14964542, "node_id": "MDQ6VXNlcjE0OTY0NTQy", "avatar_url": "https://avatars.githubusercontent.com/u/14964542?v=4", "gravatar_id": "", "url": "https://api.github.com/users/wutong8023", "html_url": "https://github.com/wutong8023", "followers_url": "https://api.github.com/users/wutong802... | true | ||||||||
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The imports were wrong | value:https://api.github.com/repos/huggingface/datasets/issues/287/comments | value:MDExOlB1bGxSZXF1ZXN0NDM2OTY0NTg0 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/287", "html_url": "https://github.com/huggingface/datasets/pull/287", "diff_url": "https://github.com/huggingface/datasets/pull/287.diff", "patch_url": "https://github.com/huggingface/datasets/pull/287.patch", "merged_at": "2020-06-19T08:33:41Z"} | value:2020-06-19T08:33:43Z | value:https://api.github.com/repos/huggingface/datasets/issues/287/labels{/name} | value:287 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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Some datasets like XTREME and all WMT need the manual data dir only for a small fraction of the possible configs.
After some brainstorming with @mariamabarham and @l... | value:https://api.github.com/repos/huggingface/datasets/issues/284/comments | value:MDExOlB1bGxSZXF1ZXN0NDM2NTgxODQ2 | value:closed | value:5 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/284", "html_url": "https://github.com/huggingface/datasets/pull/284", "diff_url": "https://github.com/huggingface/datasets/pull/284.diff", "patch_url": "https://github.com/huggingface/datasets/pull/284.patch", "merged_at": "2020-06-19T08:24:19Z"} | value:2020-06-19T08:24:21Z | value:https://api.github.com/repos/huggingface/datasets/issues/284/labels{/name} | value:284 | json:{"login": "patrickvonplaten", "id": 23423619, "node_id": "MDQ6VXNlcjIzNDIzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/23423619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/patrickvonplaten", "html_url": "https://github.com/patrickvonplaten", "followers_url": "https://api.github.c... | value:False | true | |||||||||
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Can we make it so that they all are proper citations, i.e. parse by the bibtex spec:
https://bibtexparser.readthedocs.io/en/master/ | value:https://api.github.com/repos/huggingface/datasets/issues/283/comments | value:MDU6SXNzdWU2NDEyNzA0Mzk= | value:closed | value:0 | value:2020-06-22T17:30:46Z | value:https://api.github.com/repos/huggingface/datasets/issues/283/labels{/name} | value:283 | json:{"login": "srush", "id": 35882, "node_id": "MDQ6VXNlcjM1ODgy", "avatar_url": "https://avatars.githubusercontent.com/u/35882?v=4", "gravatar_id": "", "url": "https://api.github.com/users/srush", "html_url": "https://github.com/srush", "followers_url": "https://api.github.com/users/srush/followers", "following_url":... | true | |||||||
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Thanks for this fantastic library, it makes it very easy to do prototyping for NLP projects interchangeably between TF/Pytorch.
Unfortunately, there is data that cannot easily be shared publicly as it may contain sensitive information.
Is there support/a plan to support such data with NLP, e.g. by ... | value:https://api.github.com/repos/huggingface/datasets/issues/281/comments | value:MDU6SXNzdWU2NDEwNjc4NTY= | value:closed | value:3 | value:2020-06-20T13:15:12Z | value:https://api.github.com/repos/huggingface/datasets/issues/281/labels{/name} | value:281 | json:{"login": "MFreidank", "id": 6368040, "node_id": "MDQ6VXNlcjYzNjgwNDA=", "avatar_url": "https://avatars.githubusercontent.com/u/6368040?v=4", "gravatar_id": "", "url": "https://api.github.com/users/MFreidank", "html_url": "https://github.com/MFreidank", "followers_url": "https://api.github.com/users/MFreidank/foll... | true | ||||||||
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**squad_metric = nlp.load_metric('squad_v2')**
**This throws me an error.:**
```
ImportError Traceback (most recent call last)
<ipython-input-8-170b6a170555> in <module>
----> 1 squad_metric = nlp.load_metric('squad_v2')
~/en... | value:https://api.github.com/repos/huggingface/datasets/issues/280/comments | value:MDU6SXNzdWU2NDA2Nzc2MTU= | value:closed | value:0 | value:2020-06-19T08:33:41Z | value:https://api.github.com/repos/huggingface/datasets/issues/280/labels{/name} | value:280 | json:{"login": "avinregmi", "id": 32203792, "node_id": "MDQ6VXNlcjMyMjAzNzky", "avatar_url": "https://avatars.githubusercontent.com/u/32203792?v=4", "gravatar_id": "", "url": "https://api.github.com/users/avinregmi", "html_url": "https://github.com/avinregmi", "followers_url": "https://api.github.com/users/avinregmi/fo... | true | ||||||||
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Is there a way to disable using the cache when processing a dataset? As I make minor processing changes on the same datas... | value:https://api.github.com/repos/huggingface/datasets/issues/279/comments | value:MDU6SXNzdWU2NDA2MTE2OTI= | value:closed | value:5 | value:2026-02-03T19:38:57Z | value:https://api.github.com/repos/huggingface/datasets/issues/279/labels{/name} | value:279 | json:{"login": "sarahwie", "id": 8027676, "node_id": "MDQ6VXNlcjgwMjc2NzY=", "avatar_url": "https://avatars.githubusercontent.com/u/8027676?v=4", "gravatar_id": "", "url": "https://api.github.com/users/sarahwie", "html_url": "https://github.com/sarahwie", "followers_url": "https://api.github.com/users/sarahwie/follower... | true | ||||||||
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I'm trying to download the German Wikipedia dataset as follows:
```
wiki = nlp.load_dataset(... | value:https://api.github.com/repos/huggingface/datasets/issues/278/comments | value:MDU6SXNzdWU2NDA1MTg5MTc= | value:closed | value:7 | value:2020-06-19T12:53:02Z | value:https://api.github.com/repos/huggingface/datasets/issues/278/labels{/name} | value:278 | json:{"login": "gregburman", "id": 4698028, "node_id": "MDQ6VXNlcjQ2OTgwMjg=", "avatar_url": "https://avatars.githubusercontent.com/u/4698028?v=4", "gravatar_id": "", "url": "https://api.github.com/users/gregburman", "html_url": "https://github.com/gregburman", "followers_url": "https://api.github.com/users/gregburman/... | true | ||||||||
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qqp = nlp.load_dataset('glue', 'qqp')
print(qqp['train'][310121])
print(qqp['train'][362225])
```
```
{'question1': 'How can I create an Android app?', 'question2': '', 'label': 0, 'idx': 310137}
{'question1': 'How can I develop android app?', 'question2': '', 'label': 0, 'idx': 362246}
```
Notice th... | value:https://api.github.com/repos/huggingface/datasets/issues/277/comments | value:MDU6SXNzdWU2NDAxNjMwNTM= | value:closed | value:2 | value:2020-06-21T00:21:45Z | value:https://api.github.com/repos/huggingface/datasets/issues/277/labels{/name} | value:277 | json:{"login": "richarddwang", "id": 17963619, "node_id": "MDQ6VXNlcjE3OTYzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/17963619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/richarddwang", "html_url": "https://github.com/richarddwang", "followers_url": "https://api.github.com/users/ric... | true | ||||||||
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However metrics load data the same way but don't need instructions (we use one single file).
In this PR I just make `original_instructions` optional when reading files to load a ... | value:https://api.github.com/repos/huggingface/datasets/issues/276/comments | value:MDExOlB1bGxSZXF1ZXN0NDM1MDY5Nzg5 | value:closed | value:2 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/276", "html_url": "https://github.com/huggingface/datasets/pull/276", "diff_url": "https://github.com/huggingface/datasets/pull/276.diff", "patch_url": "https://github.com/huggingface/datasets/pull/276.patch", "merged_at": "2020-06-18T07:41:43Z"} | value:2020-06-18T07:41:45Z | value:https://api.github.com/repos/huggingface/datasets/issues/276/labels{/name} | value:276 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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The error is:
```
---------------------------------------------------------------------------
NonMatchingChecksumError Traceback (most recent call last)
<ipython-input-2-7742dea167d0> in <... | value:https://api.github.com/repos/huggingface/datasets/issues/275/comments | value:MDU6SXNzdWU2Mzk0MzkwNTI= | value:closed | value:1 | value:2020-06-19T07:37:07Z | value:https://api.github.com/repos/huggingface/datasets/issues/275/labels{/name} | value:275 | json:{"login": "DavideStenner", "id": 48441753, "node_id": "MDQ6VXNlcjQ4NDQxNzUz", "avatar_url": "https://avatars.githubusercontent.com/u/48441753?v=4", "gravatar_id": "", "url": "https://api.github.com/users/DavideStenner", "html_url": "https://github.com/DavideStenner", "followers_url": "https://api.github.com/users/... | true | ||||||||
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I was wondering if you would be open to adding PG-19 to your collection of datasets. https://github.com/deepmind/pg19 It is often used for benchmarking long-range language modeling. | value:https://api.github.com/repos/huggingface/datasets/issues/274/comments | value:MDU6SXNzdWU2MzkxNTY2MjU= | value:closed | value:4 | value:2020-07-06T15:35:02Z | value:https://api.github.com/repos/huggingface/datasets/issues/274/labels{/name} | value:274 | json:{"login": "lucidrains", "id": 108653, "node_id": "MDQ6VXNlcjEwODY1Mw==", "avatar_url": "https://avatars.githubusercontent.com/u/108653?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lucidrains", "html_url": "https://github.com/lucidrains", "followers_url": "https://api.github.com/users/lucidrains/fo... | true | ||||||||
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@nazneenrajani | value:https://api.github.com/repos/huggingface/datasets/issues/273/comments | value:MDExOlB1bGxSZXF1ZXN0NDM0NjM0MzU4 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/273", "html_url": "https://github.com/huggingface/datasets/pull/273", "diff_url": "https://github.com/huggingface/datasets/pull/273.diff", "patch_url": "https://github.com/huggingface/datasets/pull/273.patch", "merged_at": "2020-06-16T08:25:52Z"} | value:2020-06-16T08:25:54Z | value:https://api.github.com/repos/huggingface/datasets/issues/273/labels{/name} | value:273 | json:{"login": "mariamabarham", "id": 38249783, "node_id": "MDQ6VXNlcjM4MjQ5Nzgz", "avatar_url": "https://avatars.githubusercontent.com/u/38249783?v=4", "gravatar_id": "", "url": "https://api.github.com/users/mariamabarham", "html_url": "https://github.com/mariamabarham", "followers_url": "https://api.github.com/users/... | value:False | true | |||||||||
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```python
dataset = load_dataset('allocine', 'allocine')
```
This is redundant, as there is only one "dataset configuration", and should only be:
```python
dataset = load_dataset('allocine')
```
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```python
ModuleNotFoundError: No module named 'langdetect'
Traceback:
File "/home/sasha/.local/lib/python3.7/site-packages/streamlit/ScriptRunner.py", line 322, in _run_script
exec(code, modu... | value:https://api.github.com/repos/huggingface/datasets/issues/270/comments | value:MDU6SXNzdWU2MzgxMjE2MTc= | value:closed | value:1 | value:2020-10-27T15:35:29Z | value:https://api.github.com/repos/huggingface/datasets/issues/270/labels{/name} | value:270 | json:{"login": "rajarsheem", "id": 6441313, "node_id": "MDQ6VXNlcjY0NDEzMTM=", "avatar_url": "https://avatars.githubusercontent.com/u/6441313?v=4", "gravatar_id": "", "url": "https://api.github.com/users/rajarsheem", "html_url": "https://github.com/rajarsheem", "followers_url": "https://api.github.com/users/rajarsheem/... | true | ||||||||
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```python
import nlp
rte_metric = nlp.load_metric('glue', name="rte")
rte_metric.compute(
[0, 0, 1, 1],
[0, 1, 0, 1],
)
```
```
181 # Read the pre... | value:https://api.github.com/repos/huggingface/datasets/issues/269/comments | value:MDU6SXNzdWU2MzgxMDY3NzQ= | value:closed | value:0 | value:2020-06-18T07:41:44Z | value:https://api.github.com/repos/huggingface/datasets/issues/269/labels{/name} | value:269 | json:{"login": "zphang", "id": 1668462, "node_id": "MDQ6VXNlcjE2Njg0NjI=", "avatar_url": "https://avatars.githubusercontent.com/u/1668462?v=4", "gravatar_id": "", "url": "https://api.github.com/users/zphang", "html_url": "https://github.com/zphang", "followers_url": "https://api.github.com/users/zphang/followers", "fol... | true | |||||||
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When I run
```python
wmt = nlp.load_dataset('wmt16')
```
I get:
```python
AssertionError: The dataset wmt16 with config cs-en requires manual data.
Please follow the manual download instructions: Some of the wmt configs here, require a manual download.
Please look i... | value:https://api.github.com/repos/huggingface/datasets/issues/267/comments | value:MDU6SXNzdWU2Mzc0MTU1NDU= | value:closed | value:1 | value:2020-06-19T08:24:19Z | value:https://api.github.com/repos/huggingface/datasets/issues/267/labels{/name} | value:267 | json:{"login": "sshleifer", "id": 6045025, "node_id": "MDQ6VXNlcjYwNDUwMjU=", "avatar_url": "https://avatars.githubusercontent.com/u/6045025?v=4", "gravatar_id": "", "url": "https://api.github.com/users/sshleifer", "html_url": "https://github.com/sshleifer", "followers_url": "https://api.github.com/users/sshleifer/foll... | true | |||||||
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- `dataset.select(indices)`: Create a new dataset with rows selected following the list/array of indices (which can have a different size than the dataset and contain duplicated indices, the only constrain is that all the integers in the list must... | value:https://api.github.com/repos/huggingface/datasets/issues/266/comments | value:MDExOlB1bGxSZXF1ZXN0NDMzMTk1NDgw | value:closed | value:4 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/266", "html_url": "https://github.com/huggingface/datasets/pull/266", "diff_url": "https://github.com/huggingface/datasets/pull/266.diff", "patch_url": "https://github.com/huggingface/datasets/pull/266.patch", "merged_at": "2020-06-18T16:23:23Z"} | value:2020-06-18T16:23:25Z | value:https://api.github.com/repos/huggingface/datasets/issues/266/labels{/name} | value:266 | json:{"login": "thomwolf", "id": 7353373, "node_id": "MDQ6VXNlcjczNTMzNzM=", "avatar_url": "https://avatars.githubusercontent.com/u/7353373?v=4", "gravatar_id": "", "url": "https://api.github.com/users/thomwolf", "html_url": "https://github.com/thomwolf", "followers_url": "https://api.github.com/users/thomwolf/follower... | value:False | true | |||||||||
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This is an issue because `nlp` requires the updated version to work correctly.
In this PR I added en error that is shown to the user in google co... | value:https://api.github.com/repos/huggingface/datasets/issues/265/comments | value:MDExOlB1bGxSZXF1ZXN0NDMzMTgxNDMz | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/265", "html_url": "https://github.com/huggingface/datasets/pull/265", "diff_url": "https://github.com/huggingface/datasets/pull/265.diff", "patch_url": "https://github.com/huggingface/datasets/pull/265.patch", "merged_at": "2020-06-12T08:14:16Z"} | value:2020-08-02T18:14:36Z | value:https://api.github.com/repos/huggingface/datasets/issues/265/labels{/name} | value:265 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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- don't force to install apache beam for commands
- fix None cache dir when using `dl_manager.download_custom`
- added new extras in `setup.py` named `dev` that contains tests and quality dependencies
- mock dataset sizes when running tests with dummy data
- add a not... | value:https://api.github.com/repos/huggingface/datasets/issues/264/comments | value:MDExOlB1bGxSZXF1ZXN0NDMzMTU0ODQ4 | value:closed | value:0 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/264", "html_url": "https://github.com/huggingface/datasets/pull/264", "diff_url": "https://github.com/huggingface/datasets/pull/264.diff", "patch_url": "https://github.com/huggingface/datasets/pull/264.patch", "merged_at": "2020-06-12T08:15:56Z"} | value:2020-06-12T08:15:57Z | value:https://api.github.com/repos/huggingface/datasets/issues/264/labels{/name} | value:264 | json:{"login": "lhoestq", "id": 42851186, "node_id": "MDQ6VXNlcjQyODUxMTg2", "avatar_url": "https://avatars.githubusercontent.com/u/42851186?v=4", "gravatar_id": "", "url": "https://api.github.com/users/lhoestq", "html_url": "https://github.com/lhoestq", "followers_url": "https://api.github.com/users/lhoestq/followers"... | value:False | true | |||||||||
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In recent years many researchers have advocated that learning meanings from text-based only datasets is just like asking a human to "learn to speak by listening to the radio" [[E. Bender and A. Koller,2020](https://openreview.net/forum?id=GKTvAcb12b), [Y. Bisk et. al, 2020](https://arxiv.org/abs/2... | value:https://api.github.com/repos/huggingface/datasets/issues/263/comments | value:MDU6SXNzdWU2MzcwMjgwMTU= | value:closed | value:5 | value:2022-02-10T13:26:35Z | value:https://api.github.com/repos/huggingface/datasets/issues/263/labels{/name} | value:263 | json:{"login": "aleSuglia", "id": 1479733, "node_id": "MDQ6VXNlcjE0Nzk3MzM=", "avatar_url": "https://avatars.githubusercontent.com/u/1479733?v=4", "gravatar_id": "", "url": "https://api.github.com/users/aleSuglia", "html_url": "https://github.com/aleSuglia", "followers_url": "https://api.github.com/users/aleSuglia/foll... | true | ||||||||
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I'm not familiar with how to add new dataset. Let me know if there is any issue. I only include round 1 data here. There will be round 2, round 3 and more in the future with potentially different format. I think it will be better to separate... | value:https://api.github.com/repos/huggingface/datasets/issues/262/comments | value:MDExOlB1bGxSZXF1ZXN0NDMyODI3Mzcz | value:closed | value:1 | json:{"url": "https://api.github.com/repos/huggingface/datasets/pulls/262", "html_url": "https://github.com/huggingface/datasets/pull/262", "diff_url": "https://github.com/huggingface/datasets/pull/262.diff", "patch_url": "https://github.com/huggingface/datasets/pull/262.patch", "merged_at": null} | value:2020-06-12T22:03:03Z | value:https://api.github.com/repos/huggingface/datasets/issues/262/labels{/name} | value:262 | json:{"login": "easonnie", "id": 11016329, "node_id": "MDQ6VXNlcjExMDE2MzI5", "avatar_url": "https://avatars.githubusercontent.com/u/11016329?v=4", "gravatar_id": "", "url": "https://api.github.com/users/easonnie", "html_url": "https://github.com/easonnie", "followers_url": "https://api.github.com/users/easonnie/follow... | value:False | true | |||||||||
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```
/usr/local/lib/python3.6/dist-packages/nlp/load.py in load_dataset(path, name, version, data_dir, data_files, split, cache_dir, download_config, download_mode, ignore_verifications, save_infos, **config_kwargs)
518 download... | value:https://api.github.com/repos/huggingface/datasets/issues/261/comments | value:MDU6SXNzdWU2MzYzNzIzODA= | value:closed | value:2 | value:2020-06-11T14:35:12Z | value:https://api.github.com/repos/huggingface/datasets/issues/261/labels{/name} | value:261 | json:{"login": "cuent", "id": 5248968, "node_id": "MDQ6VXNlcjUyNDg5Njg=", "avatar_url": "https://avatars.githubusercontent.com/u/5248968?v=4", "gravatar_id": "", "url": "https://api.github.com/users/cuent", "html_url": "https://github.com/cuent", "followers_url": "https://api.github.com/users/cuent/followers", "followi... | true | ||||||||
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I know I can do something like this to access a split which is already in the original dataset :
`ds_test = nlp.load_dataset('imdb, split='test') `
But how can I split ds_test into a test and a validation set (without reading the data ... | value:https://api.github.com/repos/huggingface/datasets/issues/259/comments | value:MDU6SXNzdWU2MzYyMzk1Mjk= | value:closed | value:7 | value:2023-03-14T13:56:07Z | value:https://api.github.com/repos/huggingface/datasets/issues/259/labels{/name} | value:259 | json:{"login": "fotisj", "id": 2873355, "node_id": "MDQ6VXNlcjI4NzMzNTU=", "avatar_url": "https://avatars.githubusercontent.com/u/2873355?v=4", "gravatar_id": "", "url": "https://api.github.com/users/fotisj", "html_url": "https://github.com/fotisj", "followers_url": "https://api.github.com/users/fotisj/followers", "fol... | true | ||||||||
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```
def tokenize_tfm(example):
example['input_ids'] = hf_fast_tokenizer.convert_tokens_to_ids(hf_fast_tokenizer.tokenize(example['text']))
return example
wiki = nlp.load_dataset('wikipedia', '20200501.en', cache_dir=cache_dir)['train']
wiki.map... | value:https://api.github.com/repos/huggingface/datasets/issues/258/comments | value:MDU6SXNzdWU2MzU4NTk1MjU= | value:closed | value:4 | value:2020-06-10T12:46:34Z | value:https://api.github.com/repos/huggingface/datasets/issues/258/labels{/name} | value:258 | json:{"login": "richarddwang", "id": 17963619, "node_id": "MDQ6VXNlcjE3OTYzNjE5", "avatar_url": "https://avatars.githubusercontent.com/u/17963619?v=4", "gravatar_id": "", "url": "https://api.github.com/users/richarddwang", "html_url": "https://github.com/richarddwang", "followers_url": "https://api.github.com/users/ric... | true |
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