Update README.md

README.md

@@ -1,3 +1,26 @@
 ---
 license: openrail
 ---
+
+---
+license: openrail
+pipeline_tag: text-generation
+---
+
+**Overview**
+
+MathT5-base is a version of _T5-base_ (not FLAN-T5) that is fine-tuned for 25 epochs on 15K (LaTeX) synthetic mathematical derivations (containing 5 - 9 equations), that were generated using a symbolic solver (SymPy).
+
+
+**Example prompt:**
+
+```prompt = "Given \\cos{(q)} = \\theta{(q)},
+then derive - \\sin{(q)} = \\frac{d}{d q} \\theta{(q)},
+then obtain (- \\sin{(q)})^{q} (\\frac{d}{d q} \\cos{(q)})^{q} = (- \\sin{(q)})^{2 q}"```
+
+**To use MathT5 easily:**
+
+1. Download  ```MathT5.py```  to your working directory.
+2. ```from MathT5 import load_model, inference```
+3. ```tokenizer, model = load_model("jmeadows17/MathT5-base")```
+4. ```inference(prompt, tokenizer, model)```