Update README.md

README.md

@@ -9,4 +9,38 @@ tags:
   - persian
   - farsi
 license: mit
----
+---
+# Machine Translation 
+This is an mT5-based model for machine translation (English -> Persian). 
+Here is an example of how you can run this model: 
+
+```python 
+from transformers import MT5ForConditionalGeneration, MT5Tokenizer
+
+model_name = "SeyedAli/English-to-Persian-Translation-mT5-V1"
+tokenizer = MT5Tokenizer.from_pretrained(model_name)
+model = MT5ForConditionalGeneration.from_pretrained(model_name)
+
+
+def run_model(input_string, **generator_args):
+    input_ids = tokenizer.encode(input_string, return_tensors="pt")
+    res = model.generate(input_ids, **generator_args)
+    output = tokenizer.batch_decode(res, skip_special_tokens=True)
+    print(output)
+    return output
+
+
+run_model("Praise be to Allah, the Cherisher and Sustainer of the worlds;")
+run_model("shrouds herself in white and walks penitentially disguised as brotherly love through factories and parliaments; offers help, but desires power;")
+run_model("He thanked all fellow bloggers and organizations that showed support.")
+run_model("Races are held between April and December at the Veliefendi Hippodrome near Bakerky, 15 km (9 miles) west of Istanbul.")
+run_model("I want to pursue PhD in Computer Science about social network,what is the open problem in social networks?")
+```
+which should output: 
+```
+['برای الله، یعنی چرنده و سوزان دنیا، تحسین کنید']
+['خودش را در سفید پوسته می کند و به صورت عشق برادرانه']
+['او از تمام بلاگرها و سازمان هایی که حمایتشان را نشان می داد']
+['در طول ماه آوریل و دسامبر در والی فیودورونا نزدیک بیکر']
+['من می خواهم در مورد شبکه اجتماعی تحقیقات علوم کامپیوتری را دن']
+```