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BUGFIX NMH-171: Fix multiselect for existing opensource docs [skip-test] #13771

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BUGFIX NMH-171: Fix multiselect for existing opensource docs [skip-test] #13771

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8 changes: 4 additions & 4 deletions ...e127/2023-04-20-distilbert_base_zero_shot_classifier_turkish_cased_allnli_tr.md
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Expand Up @@ -8,7 +8,7 @@ tags: [distilbert, zero_shot, turkish, tr, base, open_source, tensorflow]
task: Zero-Shot Classification
language: tr
edition: Spark NLP 4.4.1
spark_version: [3.2, 3.0]
spark_version: 3.0
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@KshitizGIT It is not required to change this field. We should update the links only.

supported: true
engine: tensorflow
annotator: DistilBertForZeroShotClassification
Expand All @@ -32,8 +32,8 @@ We used TFDistilBertForSequenceClassification to train this model and used Disti
{:.btn-box}
<button class="button button-orange" disabled>Live Demo</button>
<button class="button button-orange" disabled>Open in Colab</button>
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_turkish_cased_allnli_tr_4.4.1_3.2_1682016415236.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_turkish_cased_allnli_tr_4.4.1_3.2_1682016415236.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_turkish_cased_allnli_tr_4.4.1_3.0_1682016415236.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_turkish_cased_allnli_tr_4.4.1_3.0_1682016415236.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}

## How to use

Expand Down Expand Up @@ -101,4 +101,4 @@ val result = pipeline.fit(example).transform(example)
|Output Labels:|[multi_class]|
|Language:|tr|
|Size:|254.3 MB|
|Case sensitive:|true|
|Case sensitive:|true|
6 changes: 3 additions & 3 deletions ...27/2023-04-20-distilbert_base_zero_shot_classifier_turkish_cased_multinli_tr.md
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Expand Up @@ -8,7 +8,7 @@ tags: [zero_shot, tr, turkish, distilbert, base, cased, open_source, tensorflow]
task: Zero-Shot Classification
language: tr
edition: Spark NLP 4.4.1
spark_version: [3.2, 3.0]
spark_version: 3.0
supported: true
engine: tensorflow
annotator: DistilBertForZeroShotClassification
Expand All @@ -32,8 +32,8 @@ We used TFDistilBertForSequenceClassification to train this model and used Disti
{:.btn-box}
<button class="button button-orange" disabled>Live Demo</button>
<button class="button button-orange" disabled>Open in Colab</button>
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_turkish_cased_multinli_tr_4.4.1_3.2_1682014879417.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_turkish_cased_multinli_tr_4.4.1_3.2_1682014879417.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_turkish_cased_multinli_tr_4.4.1_3.0_1682014879417.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_turkish_cased_multinli_tr_4.4.1_3.0_1682014879417.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}

## How to use

Expand Down
6 changes: 3 additions & 3 deletions ...one127/2023-04-20-distilbert_base_zero_shot_classifier_turkish_cased_snli_tr.md
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Expand Up @@ -8,7 +8,7 @@ tags: [zero_shot, tr, turkish, distilbert, base, cased, open_source, tensorflow]
task: Zero-Shot Classification
language: tr
edition: Spark NLP 4.4.1
spark_version: [3.2, 3.0]
spark_version: 3.0
supported: true
engine: tensorflow
annotator: DistilBertForZeroShotClassification
Expand All @@ -32,8 +32,8 @@ We used TFDistilBertForSequenceClassification to train this model and used Disti
{:.btn-box}
<button class="button button-orange" disabled>Live Demo</button>
<button class="button button-orange" disabled>Open in Colab</button>
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_turkish_cased_snli_tr_4.4.1_3.2_1682015986268.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_turkish_cased_snli_tr_4.4.1_3.2_1682015986268.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_turkish_cased_snli_tr_4.4.1_3.0_1682015986268.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_turkish_cased_snli_tr_4.4.1_3.0_1682015986268.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}

## How to use

Expand Down
8 changes: 4 additions & 4 deletions ...ahmedlone127/2023-04-20-distilbert_base_zero_shot_classifier_uncased_mnli_en.md
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Expand Up @@ -8,7 +8,7 @@ tags: [zero_shot, en, mnli, distilbert, english, base, open_source, tensorflow]
task: Zero-Shot Classification
language: en
edition: Spark NLP 4.4.1
spark_version: [3.2, 3.0]
spark_version: 3.0
supported: true
engine: tensorflow
annotator: DistilBertForZeroShotClassification
Expand All @@ -32,8 +32,8 @@ We used TFDistilBertForSequenceClassification to train this model and used Disti
{:.btn-box}
<button class="button button-orange" disabled>Live Demo</button>
<button class="button button-orange" disabled>Open in Colab</button>
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_uncased_mnli_en_4.4.1_3.2_1682015669457.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_uncased_mnli_en_4.4.1_3.2_1682015669457.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_uncased_mnli_en_4.4.1_3.0_1682015669457.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_uncased_mnli_en_4.4.1_3.0_1682015669457.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}

## How to use

Expand Down Expand Up @@ -102,4 +102,4 @@ val result = pipeline.fit(example).transform(example)
|Output Labels:|[multi_class]|
|Language:|en|
|Size:|249.7 MB|
|Case sensitive:|true|
|Case sensitive:|true|
6 changes: 3 additions & 3 deletions ...osts/ahmedlone127/distilbert_base_zero_shot_classifier_turkish_cased_snli_en.md
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Expand Up @@ -8,7 +8,7 @@ tags: [zero_shot, mnli, distilbert, base, english, en, oepn_source, open_source,
task: Zero-Shot Classification
language: en
edition: Spark NLP 4.4.1
spark_version: [3.2, 3.0]
spark_version: 3.0
supported: true
engine: tensorflow
annotator: DistilBertForZeroShotClassification
Expand All @@ -32,8 +32,8 @@ We used TFDistilBertForSequenceClassification to train this model and used Disti
{:.btn-box}
<button class="button button-orange" disabled>Live Demo</button>
<button class="button button-orange" disabled>Open in Colab</button>
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_uncased_mnli_en_4.4.1_3.2_1681949033641.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_uncased_mnli_en_4.4.1_3.2_1681949033641.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_uncased_mnli_en_4.4.1_3.0_1681949033641.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/distilbert_base_zero_shot_classifier_uncased_mnli_en_4.4.1_3.0_1681949033641.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}

## How to use

Expand Down
8 changes: 4 additions & 4 deletions docs/_posts/gokhanturer/2022-10-11-beto_sentiment_es.md
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Expand Up @@ -8,7 +8,7 @@ tags: [beto, sentiment, bert, es, open_source]
task: Text Classification
language: es
edition: Spark NLP 4.2.0
spark_version: [3.2, 3.0]
spark_version: 3.0
supported: true
annotator: BertForSequenceClassification
article_header:
Expand All @@ -27,8 +27,8 @@ Model trained with TASS 2020 corpus (around ~5k tweets) of several dialects of S
{:.btn-box}
<button class="button button-orange" disabled>Live Demo</button>
<button class="button button-orange" disabled>Open in Colab</button>
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/beto_sentiment_es_4.2.0_3.2_1665504729919.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/beto_sentiment_es_4.2.0_3.2_1665504729919.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/beto_sentiment_es_4.2.0_3.0_1665504729919.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/beto_sentiment_es_4.2.0_3.0_1665504729919.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}

## How to use

Expand Down Expand Up @@ -94,4 +94,4 @@ result.select("text", "class.result").show()

## References

https://github.com/finiteautomata/pysentimiento/
https://github.com/finiteautomata/pysentimiento/
8 changes: 4 additions & 4 deletions docs/_posts/josejuanmartinez/2022-10-20-legal_longformer_base_en.md
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Expand Up @@ -9,7 +9,7 @@ task: Embeddings
language: en
nav_key: models
edition: Spark NLP 4.2.1
spark_version: [3.2, 3.0]
spark_version: 3.0
supported: true
annotator: LongformerEmbeddings
article_header:
Expand Down Expand Up @@ -45,8 +45,8 @@ AI2 is a non-profit institute with the mission to contribute to humanity through
{:.btn-box}
<button class="button button-orange" disabled>Live Demo</button>
<button class="button button-orange" disabled>Open in Colab</button>
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/legal_longformer_base_en_4.2.1_3.2_1666282710556.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/legal_longformer_base_en_4.2.1_3.2_1666282710556.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/legal_longformer_base_en_4.2.1_3.0_1666282710556.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/legal_longformer_base_en_4.2.1_3.0_1666282710556.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}

## How to use

Expand Down Expand Up @@ -89,4 +89,4 @@ val embeddings = LongformerEmbeddings.pretrained("legal_longformer_base", "en")

## References

https://huggingface.co/saibo/legal-longformer-base-4096
https://huggingface.co/saibo/legal-longformer-base-4096
8 changes: 4 additions & 4 deletions docs/_posts/maziyarpanahi/2022-11-28-t5_grammar_error_corrector_en.md
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Expand Up @@ -9,7 +9,7 @@ task: Text Generation
language: en
nav_key: models
edition: Spark NLP 4.0.0
spark_version: [3.2, 3.0]
spark_version: 3.0
supported: true
annotator: T5Transformer
article_header:
Expand All @@ -28,8 +28,8 @@ This is a text-to-text model fine-tuned to correct grammatical errors when the t
{:.btn-box}
[Live Demo](https://demo.johnsnowlabs.com/public/T5_LINGUISTIC/){:.button.button-orange}
[Open in Colab](https://colab.research.google.com/github/JohnSnowLabs/spark-nlp-workshop/blob/master/tutorials/streamlit_notebooks/T5_LINGUISTIC.ipynb){:.button.button-orange.button-orange-trans.co.button-icon}
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/t5_grammar_error_corrector_en_4.0.0_3.2_1669638224299.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/t5_grammar_error_corrector_en_4.0.0_3.2_1669638224299.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/t5_grammar_error_corrector_en_4.0.0_3.0_1669638224299.zip){:.button.button-orange.button-orange-trans.arr.button-icon}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/t5_grammar_error_corrector_en_4.0.0_3.0_1669638224299.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}

## How to use

Expand Down Expand Up @@ -118,4 +118,4 @@ nlu.load("en.t5.grammar_error_corrector").predict("""He are moving here.""")
## References

Model originally from the transformers library:
https://huggingface.co/prithivida/grammar_error_correcter_v1
https://huggingface.co/prithivida/grammar_error_correcter_v1
8 changes: 4 additions & 4 deletions docs/_posts/maziyarpanahi/2023-02-08-camembert_base_qa_fquad_fr.md
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Expand Up @@ -8,7 +8,7 @@ tags: [fr, french, question_answering, camembert, open_source, tensorflow]
task: Question Answering
language: fr
edition: Spark NLP 4.3.0
spark_version: [3.2, 3.0]
spark_version: 3.0
supported: true
recommended: true
engine: tensorflow
Expand All @@ -33,8 +33,8 @@ Pretrained CamemBertForQuestionAnswering model, adapted from Hugging Face and cu
{:.btn-box}
<button class="button button-orange" disabled>Live Demo</button>
<button class="button button-orange" disabled>Open in Colab</button>
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/camembert_base_qa_fquad_fr_4.3.0_3.2_1675865521345.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/camembert_base_qa_fquad_fr_4.3.0_3.2_1675865521345.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/camembert_base_qa_fquad_fr_4.3.0_3.0_1675865521345.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/camembert_base_qa_fquad_fr_4.3.0_3.0_1675865521345.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}

## How to use

Expand Down Expand Up @@ -98,4 +98,4 @@ https://huggingface.co/etalab-ia/camembert-base-squadFR-fquad-piaf

```bash
{"f1": 80.61, "exact_match": 59.54}
```
```
8 changes: 4 additions & 4 deletions docs/_posts/maziyarpanahi/2023-02-08-zero_shot_ner_roberta_en.md
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Expand Up @@ -9,7 +9,7 @@ task: Named Entity Recognition
language: en
nav_key: models
edition: Spark NLP 4.3.0
spark_version: [3.2, 3.0]
spark_version: 3.0
supported: true
engine: tensorflow
annotator: ZeroShotNerModel
Expand All @@ -29,8 +29,8 @@ This model is trained with Zero-Shot Named Entity Recognition (NER) approach and
{:.btn-box}
<button class="button button-orange" disabled>Live Demo</button>
<button class="button button-orange" disabled>Open in Colab</button>
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/zero_shot_ner_roberta_en_4.3.0_3.2_1675890474068.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/zero_shot_ner_roberta_en_4.3.0_3.2_1675890474068.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/zero_shot_ner_roberta_en_4.3.0_3.0_1675890474068.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/zero_shot_ner_roberta_en_4.3.0_3.0_1675890474068.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}

## How to use

Expand Down Expand Up @@ -176,4 +176,4 @@ val result = pipeline.fit(data).transform(data)
|Language:|en|
|Size:|463.8 MB|
|Case sensitive:|true|
|Max sentence length:|512|
|Max sentence length:|512|
8 changes: 4 additions & 4 deletions docs/_posts/maziyarpanahi/2023-04-09-bart_large_cnn_en.md
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Expand Up @@ -8,7 +8,7 @@ tags: [bart, summarization, cnn, text_to_text, en, english, open_source, tensorf
task: Summarization
language: en
edition: Spark NLP 4.4.0
spark_version: [3.2, 3.0]
spark_version: 3.0
supported: true
engine: tensorflow
annotator: BartTransformer
Expand Down Expand Up @@ -42,8 +42,8 @@ You can use this model for text summarization.
{:.btn-box}
<button class="button button-orange" disabled>Live Demo</button>
<button class="button button-orange" disabled>Open in Colab</button>
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/bart_large_cnn_en_4.4.0_3.2_1681068423111.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/bart_large_cnn_en_4.4.0_3.2_1681068423111.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}
[Download](https://s3.amazonaws.com/auxdata.johnsnowlabs.com/public/models/bart_large_cnn_en_4.4.0_3.0_1681068423111.zip){:.button.button-orange}
[Copy S3 URI](s3://auxdata.johnsnowlabs.com/public/models/bart_large_cnn_en_4.4.0_3.0_1681068423111.zip){:.button.button-orange.button-orange-trans.button-icon.button-copy-s3}

## How to use

Expand Down Expand Up @@ -83,4 +83,4 @@ val bart = BartTransformer.pretrained("bart_large_cnn")

## References

https://huggingface.co/datasets/cnn_dailymail
https://huggingface.co/datasets/cnn_dailymail