Create README.md

README.md

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+# Paraphrase Generation with IndoT5 Base
+
+IndoT5-base trained on translated PAWS.
+
+## Model in action
+
+from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
+
+tokenizer = AutoTokenizer.from_pretrained("Wikidepia/IndoT5-base-paraphrase")  
+model = AutoModelForSeq2SeqLM.from_pretrained("Wikidepia/IndoT5-base-paraphrase")
+
+sentence = "Anak anak melakukan piket kelas agar kebersihan kelas terjaga"
+text =  "paraphrase: " + sentence + " </s>"
+
+encoding = tokenizer(text, padding='longest', return_tensors="pt")
+outputs = model.generate(
+    input_ids=encoding["input_ids"], attention_mask=encoding["attention_mask"],
+    max_length=512,
+    do_sample=True,
+    top_k=200,
+    top_p=0.95,
+    early_stopping=True,
+    num_return_sequences=5
+)