Create README.md

README.md

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+---
+language: 
+ - fa
+ - multilingual
+thumbnail: "https://upload.wikimedia.org/wikipedia/commons/a/a2/Farsi.svg"
+tags:
+- machine-translation
+- mt5 
+- persian 
+- farsi 
+license: "CC BY-NC-SA 4.0"
+datasets:
+- parsinlu
+metrics:
+- sacrebleu
+---
+
+# Machine Translation (ترجمه‌ی ماشینی)
+
+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_size = "large"
+model_name = f"persiannlp/mt5-{model_size}-parsinlu-translation_en_fa"
+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?")
+```
+
+
+For more details, visit this page: https://github.com/persiannlp/parsinlu/