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---

license: afl-3.0
language: "he"
tags:
- Text Classification
widget:
- text: "היער השחור והגדול"
- text: "ואז הוא הלך לטייל בתוך היער השחור והגדול"
datasets:
- orisuchy/Descriptive_Sentences_He
metrics:
- https://huggingface.co/metrics/accuracy
---

# **Descriptive Sentences Classifier**

Based on [AlephBERT](https://huggingface.co/onlplab/alephbert-base) model.

## How to Use the model:
```python

from transformers import pipeline

classifier = pipeline("text-classification",model='orisuchy/Descriptive_Classifier', return_all_scores=True)

outputs = classifier("מסווג חתיך במיוחד")

print(outputs)



"""

Output:

[[

{'label': 'Descriptive', 'score': 0.9998779296875},

{'label': 'Not Descriptive', 'score': 0.0001220278863911517}]]

"""

```
#### Or, if you want only the final class:
```python

from transformers import pipeline

classifier = pipeline("text-classification",model='orisuchy/Descriptive_Classifier')

output = classifier("הלכתי אליו הביתה וחיכיתי")

print(output)



"""

Output:

[{'label': 'Not Descriptive', 'score': 0.9999438524246216}]

"""

```
Created by Daniel Smotritsky & Ori Suchy
<iframe src="https://wandb.ai/orisuchy/huggingface/reports/Shared-panel-22-03-01-15-03-08--VmlldzoxNjI5MjM0?highlightShare" style="border:none;height:1024px;width:100%">