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MathT5-large

Text Generation

text2text-generation

text-generation-inference

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jmeadows17 commited on Jul 2, 2023

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@@ -14,7 +14,7 @@ pipeline_tag: text-generation
 **Overview**
-MathT5-large is a version of FLAN-T5-large fine-tuned for 25 epochs on 15K (LaTeX) synthetic mathematical derivations (containing 4 - 9 equations), that were generated using a symbolic solver (SymPy).
 It outperforms GPT-4 and ChatGPT on a derivation generation task in ROUGE, BLEU, BLEURT, and GLEU scores, and shows some generalisation capabilities.
 It was trained on 155 physics symbols, but struggles with out-of-vocabulary symbols. Paper available soon.

 **Overview**
+MathT5-large is a version of FLAN-T5-large fine-tuned for 25 epochs on 15K (LaTeX) synthetic mathematical derivations (containing 4 - 10 equations), that were generated using a symbolic solver (SymPy).
 It outperforms GPT-4 and ChatGPT on a derivation generation task in ROUGE, BLEU, BLEURT, and GLEU scores, and shows some generalisation capabilities.
 It was trained on 155 physics symbols, but struggles with out-of-vocabulary symbols. Paper available soon.