# FlauBERT finetuned on French cooking recipes


This model is finetuned on a sequence classification task that associates each sequence with the appropriate recipe category.

### How to use it?

```python
from transformers import AutoTokenizer, AutoModelForSequenceClassification
from transformers import TextClassificationPipeline

loaded_tokenizer = AutoTokenizer.from_pretrained("nbouali/flaubert-base-uncased-finetuned-cooking")
loaded_model = AutoModelForSequenceClassification.from_pretrained("nbouali/flaubert-base-uncased-finetuned-cooking")

nlp = TextClassificationPipeline(model=loaded_model,tokenizer=loaded_tokenizer,task="Recipe classification")

print(nlp("Lasagnes à la bolognaise"))
```

```
[{'label': 'LABEL_6', 'score': 0.9921900033950806}]
```
### Label encoding:

| label | Recipe Category |
|:------:|:--------------:|
|     0 |'Accompagnement' |
|     1 |  'Amuse-gueule' |
|     2 | 'Boisson' |
|     3 | 'Confiserie' |
|     4 | 'Dessert'|
|     5 | 'Entrée' |
|     6 |'Plat principal' |
|     7 | 'Sauce' |


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> If you would like to know more about this model you can refer to [our blog post](https://medium.com/unify-data-office/a-cooking-language-model-fine-tuned-on-dozens-of-thousands-of-french-recipes-bcdb8e560571)
{"language": "fr", "tags": ["text-classification", "flaubert", "french", "flaubert-base-uncased"], "widget": [{"text": "Lasagnes \u00e0 la bolognaise"}]}
transformers pytorch flaubert text-classification french flaubert-base-uncased fr autotrain_compatible endpoints_compatible region:us
TAGS
#transformers #pytorch #flaubert #text-classification #french #flaubert-base-uncased #fr #autotrain_compatible #endpoints_compatible #region-us 

FlauBERT finetuned on French cooking recipes
============================================


This model is finetuned on a sequence classification task that associates each sequence with the appropriate recipe category.


### How to use it?


### Label encoding:



  

  


> 
> If you would like to know more about this model you can refer to our blog post
> 
> 
> 



### How to use it? ### Label encoding:



  

  


> 
> If you would like to know more about this model you can refer to our blog post
> 
> 
>
TAGS
#transformers #pytorch #flaubert #text-classification #french #flaubert-base-uncased #fr #autotrain_compatible #endpoints_compatible #region-us 
 ### How to use it? ### Label encoding:



  

  


> 
> If you would like to know more about this model you can refer to our blog post
> 
> 
>
passage: TAGS
#transformers #pytorch #flaubert #text-classification #french #flaubert-base-uncased #fr #autotrain_compatible #endpoints_compatible #region-us 
### How to use it?### Label encoding:



  

  


> 
> If you would like to know more about this model you can refer to our blog post
> 
> 
>