Create README.md

README.md

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+# Math-RoBerta for NLP tasks in math learning environments
+
+This model is fine-tuned with RoBERTa-large with over 3,000,000 posts and replies from students and instructors in Algebra Nation (https://www.mathnation.com/). It can potentially provide a good base performance on NLP related tasks in similar math learning environments.
+
+### Here is how to use it with texts in HuggingFace
+```python
+from transformers import RobertaTokenizer, RobertaModel
+tokenizer = RobertaTokenizer.from_pretrained('uf-aice-lab/math-roberta')
+model = RobertaModel.from_pretrained('uf-aice-lab/math-roberta')
+text = "Replace me by any text you'd like."
+encoded_input = tokenizer(text, return_tensors='pt')
+output = model(**encoded_input)
+```