metadata
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:
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)```