
# Dummy Model based on BERT (uncased)

This is a fine-tuned version of [`bert-base-uncased`](https://huggingface.co/bert-base-uncased) for detecting whether two sentences are paraphrases.
Following the [HuggingFace course](https://huggingface.co/learn/nlp-course/chapter3/3?fw=pt).

## Model description

Pretty much the same as the original BERT: https://huggingface.co/bert-base-uncased
With a new head, fine-tuned for paraphrasing.

## Intended uses & limitations

Intended use: None. This is just a test :)
Limitations: Idk

## How to use

```python
from transformers import pipeline

pipe = pipeline("text-classification", model="stefanbschneider/bert-base-uncased-dummy")
sentence1 = 'Amrozi accused his brother , whom he called " the witness " , of deliberately distorting his evidence .'
sentence2 = 'Referring to him as only " the witness " , Amrozi accused his brother of deliberately distorting his evidence .'
pipe([sentence1, sentence2])
```
{"language": ["en"], "license": "apache-2.0", "tags": ["dummy", "language", "paraphrasing"], "datasets": ["glue"], "metrics": ["f1", "accuracy"]}
transformers pytorch bert text-classification dummy language paraphrasing en dataset:glue license:apache-2.0 autotrain_compatible endpoints_compatible region:us
TAGS
#transformers #pytorch #bert #text-classification #dummy #language #paraphrasing #en #dataset-glue #license-apache-2.0 #autotrain_compatible #endpoints_compatible #region-us 


# Dummy Model based on BERT (uncased)

This is a fine-tuned version of 'bert-base-uncased' for detecting whether two sentences are paraphrases.
Following the HuggingFace course.

## Model description

Pretty much the same as the original BERT: URL
With a new head, fine-tuned for paraphrasing.

## Intended uses & limitations

Intended use: None. This is just a test :)
Limitations: Idk

## How to use


# Dummy Model based on BERT (uncased)

This is a fine-tuned version of 'bert-base-uncased' for detecting whether two sentences are paraphrases.
Following the HuggingFace course. ## Model description

Pretty much the same as the original BERT: URL
With a new head, fine-tuned for paraphrasing. ## Intended uses & limitations

Intended use: None. This is just a test :)
Limitations: Idk ## How to use
TAGS
#transformers #pytorch #bert #text-classification #dummy #language #paraphrasing #en #dataset-glue #license-apache-2.0 #autotrain_compatible #endpoints_compatible #region-us 
 # Dummy Model based on BERT (uncased)

This is a fine-tuned version of 'bert-base-uncased' for detecting whether two sentences are paraphrases.
Following the HuggingFace course. ## Model description

Pretty much the same as the original BERT: URL
With a new head, fine-tuned for paraphrasing. ## Intended uses & limitations

Intended use: None. This is just a test :)
Limitations: Idk ## How to use