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fixing modelhub cards #13952

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Sep 2, 2023
Merged

fixing modelhub cards #13952

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ff56c43
fixing modelhub cards
ahmedlone127 Sep 1, 2023
a32b2a5
removing extra folder
ahmedlone127 Sep 1, 2023
b374836
Update 2023-08-02-albert_base_uncased_quantized_en.md
ahmedlone127 Sep 1, 2023
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6 changes: 3 additions & 3 deletions ...lone127/2023-06-28-distilbert_embeddings_distilbert_base_german_cased_opt_de.md
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
---
layout: model
title: German DistilBERT Embeddings
title: German DistilBERT Embeddings Optimized
author: John Snow Labs
name: distilbert_embeddings_distilbert_base_german_cased_opt
date: 2023-06-28
Expand Down Expand Up @@ -48,7 +48,7 @@ tokenizer = Tokenizer() \
.setInputCols("document") \
.setOutputCol("token")

embeddings = DistilBertEmbeddings.pretrained("distilbert_embeddings_distilbert_base_german_cased","de") \
embeddings = DistilBertEmbeddings.pretrained("distilbert_embeddings_distilbert_base_german_cased_opt","de") \
.setInputCols(["document", "token"]) \
.setOutputCol("embeddings")

Expand All @@ -67,7 +67,7 @@ val tokenizer = new Tokenizer()
.setInputCols(Array("document"))
.setOutputCol("token")

val embeddings = DistilBertEmbeddings.pretrained("distilbert_embeddings_distilbert_base_german_cased","de")
val embeddings = DistilBertEmbeddings.pretrained("distilbert_embeddings_distilbert_base_german_cased_opt","de")
.setInputCols(Array("document", "token"))
.setOutputCol("embeddings")

Expand Down
6 changes: 3 additions & 3 deletions ...7/2023-06-28-distilbert_embeddings_distilbert_base_german_cased_quantized_de.md
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
---
layout: model
title: German DistilBERT Embeddings
title: German DistilBERT Embeddings Quantized
author: John Snow Labs
name: distilbert_embeddings_distilbert_base_german_cased_quantized
date: 2023-06-28
Expand Down Expand Up @@ -48,7 +48,7 @@ tokenizer = Tokenizer() \
.setInputCols("document") \
.setOutputCol("token")

embeddings = DistilBertEmbeddings.pretrained("distilbert_embeddings_distilbert_base_german_cased","de") \
embeddings = DistilBertEmbeddings.pretrained("distilbert_embeddings_distilbert_base_german_cased_quantized","de") \
.setInputCols(["document", "token"]) \
.setOutputCol("embeddings")

Expand All @@ -67,7 +67,7 @@ val tokenizer = new Tokenizer()
.setInputCols(Array("document"))
.setOutputCol("token")

val embeddings = DistilBertEmbeddings.pretrained("distilbert_embeddings_distilbert_base_german_cased","de")
val embeddings = DistilBertEmbeddings.pretrained("distilbert_embeddings_distilbert_base_german_cased_quantized","de")
.setInputCols(Array("document", "token"))
.setOutputCol("embeddings")

Expand Down
6 changes: 3 additions & 3 deletions docs/_posts/ahmedlone127/2023-08-01-camembert_base_opt_fr.md
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
---
layout: model
title: CamemBERT Base Model
title: CamemBERT Base Model Optimized
author: John Snow Labs
name: camembert_base_opt
date: 2023-08-01
Expand Down Expand Up @@ -39,12 +39,12 @@ For further information or requests, please go to [Camembert Website](https://ca
<div class="tabs-box" markdown="1">
{% include programmingLanguageSelectScalaPythonNLU.html %}
```python
embeddings = CamemBertEmbeddings.pretrained("camembert_base", "fr") \
embeddings = CamemBertEmbeddings.pretrained("camembert_base_opt", "fr") \
.setInputCols("sentence", "token") \
.setOutputCol("embeddings")
```
```scala
val embeddings = CamemBertEmbeddings.pretrained("camembert_base", "fr")
val embeddings = CamemBertEmbeddings.pretrained("camembert_base_opt", "fr")
.setInputCols("sentence", "token")
.setOutputCol("embeddings")
```
Expand Down
6 changes: 3 additions & 3 deletions docs/_posts/ahmedlone127/2023-08-01-camembert_base_quantized_fr.md
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
---
layout: model
title: CamemBERT Base Model
title: CamemBERT Base Model Quantized
author: John Snow Labs
name: camembert_base_quantized
date: 2023-08-01
Expand Down Expand Up @@ -39,12 +39,12 @@ For further information or requests, please go to [Camembert Website](https://ca
<div class="tabs-box" markdown="1">
{% include programmingLanguageSelectScalaPythonNLU.html %}
```python
embeddings = CamemBertEmbeddings.pretrained("camembert_base", "fr") \
embeddings = CamemBertEmbeddings.pretrained("camembert_base_quantized", "fr") \
.setInputCols("sentence", "token") \
.setOutputCol("embeddings")
```
```scala
val embeddings = CamemBertEmbeddings.pretrained("camembert_base", "fr")
val embeddings = CamemBertEmbeddings.pretrained("camembert_base_quantized", "fr")
.setInputCols("sentence", "token")
.setOutputCol("embeddings")
```
Expand Down
6 changes: 3 additions & 3 deletions docs/_posts/ahmedlone127/2023-08-02-albert_base_uncased_opt_en.md
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
---
layout: model
title: ALBERT Embeddings (Base Uncase)
title: ALBERT Embeddings (Base Uncase) Optimized
author: John Snow Labs
name: albert_base_uncased_opt
date: 2023-08-02
Expand Down Expand Up @@ -38,12 +38,12 @@ ALBERT is "A Lite" version of BERT, a popular unsupervised language representati
<div class="tabs-box" markdown="1">
{% include programmingLanguageSelectScalaPythonNLU.html %}
```python
embeddings = AlbertEmbeddings.pretrained("albert_base_uncased", "en") \
embeddings = AlbertEmbeddings.pretrained("albert_base_uncased_opt", "en") \
.setInputCols("sentence", "token") \
.setOutputCol("embeddings")
```
```scala
val embeddings = AlbertEmbeddings.pretrained("albert_base_uncased", "en")
val embeddings = AlbertEmbeddings.pretrained("albert_base_uncased_opt", "en")
.setInputCols("sentence", "token")
.setOutputCol("embeddings")
```
Expand Down
8 changes: 4 additions & 4 deletions docs/_posts/ahmedlone127/2023-08-02-albert_base_uncased_quantized_en.md
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
---
layout: model
title: ALBERT Embeddings (Base Uncase)
title: ALBERT Embeddings (Base Uncase) Quantized
author: John Snow Labs
name: albert_base_uncased_quantized
date: 2023-08-02
Expand Down Expand Up @@ -38,12 +38,12 @@ ALBERT is "A Lite" version of BERT, a popular unsupervised language representati
<div class="tabs-box" markdown="1">
{% include programmingLanguageSelectScalaPythonNLU.html %}
```python
embeddings = AlbertEmbeddings.pretrained("albert_base_uncased", "en") \
embeddings = AlbertEmbeddings.pretrained("albert_base_uncased_quantized", "en") \
.setInputCols("sentence", "token") \
.setOutputCol("embeddings")
```
```scala
val embeddings = AlbertEmbeddings.pretrained("albert_base_uncased", "en")
val embeddings = AlbertEmbeddings.pretrained("albert_base_uncased_quantized", "en")
.setInputCols("sentence", "token")
.setOutputCol("embeddings")
```
Expand Down Expand Up @@ -75,4 +75,4 @@ embeddings_df

## References

[https://huggingface.co/albert-base-v2](https://huggingface.co/albert-base-v2)
[https://huggingface.co/albert-base-v2](https://huggingface.co/albert-base-v2)
6 changes: 3 additions & 3 deletions docs/_posts/ahmedlone127/2023-08-02-albert_large_uncased_opt_en.md
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
---
layout: model
title: ALBERT Embeddings (Large Uncase)
title: ALBERT Embeddings (Large Uncase) Optimized
author: John Snow Labs
name: albert_large_uncased_opt
date: 2023-08-02
Expand Down Expand Up @@ -38,12 +38,12 @@ ALBERT is "A Lite" version of BERT, a popular unsupervised language representati
<div class="tabs-box" markdown="1">
{% include programmingLanguageSelectScalaPythonNLU.html %}
```python
embeddings = AlbertEmbeddings.pretrained("albert_large_uncased", "en") \
embeddings = AlbertEmbeddings.pretrained("albert_large_uncased_opt", "en") \
.setInputCols("sentence", "token") \
.setOutputCol("embeddings")
```
```scala
val embeddings = AlbertEmbeddings.pretrained("albert_large_uncased", "en")
val embeddings = AlbertEmbeddings.pretrained("albert_large_uncased_opt", "en")
.setInputCols("sentence", "token")
.setOutputCol("embeddings")
```
Expand Down
6 changes: 3 additions & 3 deletions docs/_posts/ahmedlone127/2023-08-02-albert_large_uncased_quantized_en.md
View file
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
---
layout: model
title: ALBERT Embeddings (Large Uncase)
title: ALBERT Embeddings (Large Uncase) Quantized
author: John Snow Labs
name: albert_large_uncased_quantized
date: 2023-08-02
Expand Down Expand Up @@ -38,12 +38,12 @@ ALBERT is "A Lite" version of BERT, a popular unsupervised language representati
<div class="tabs-box" markdown="1">
{% include programmingLanguageSelectScalaPythonNLU.html %}
```python
embeddings = AlbertEmbeddings.pretrained("albert_large_uncased", "en") \
embeddings = AlbertEmbeddings.pretrained("albert_large_uncased_quantized", "en") \
.setInputCols("sentence", "token") \
.setOutputCol("embeddings")
```
```scala
val embeddings = AlbertEmbeddings.pretrained("albert_large_uncased", "en")
val embeddings = AlbertEmbeddings.pretrained("albert_large_uncased_quantized", "en")
.setInputCols("sentence", "token")
.setOutputCol("embeddings")
```
Expand Down