Update README.md

README.md

@@ -1,3 +1,30 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+language:
+- ar
+- he
+base_model:
+- Helsinki-NLP/opus-mt-ar-he
+pipeline_tag: translation
+widget:
+- text: رحت أشتري كتاب
+tags:
+- text2text-generation
+---
+
+
+# Hebrew to Arabic  Translator (Israeli Arabic Dialect)
+
+This model is a fine-tuned version of [Helsinki-NLP/opus-mt-ar-he](https://huggingface.co/Helsinki-NLP/opus-mt-he-ar) on an Israeli Arabic dialect corpus, trained for 15 epochs. It aims to translate informal conversational phrases in Israeli Arabic into Hebrew, making it suitable for applications involving colloquial or everyday expressions.
+
+## Example Usage
+
+Before using the fine-tuned model, load the tokenizer from the base model:
+
+```python
+from transformers import pipeline, AutoTokenizer
+# Load tokenizer from the base model
+tokenizer = AutoTokenizer.from_pretrained("Helsinki-NLP/opus-mt-he-ar")
+# Initialize the translation pipeline with the fine-tuned model and base tokenizer
+trans = pipeline("translation", model="HebArabNlpProject/mt-he-ar", tokenizer=tokenizer)
+print(trans("رحت أشتري كتاب"))