Create README.md

This model is part of the GrammarCorrector tool
https://github.com/akhmat-s/GrammarCorrector

Fine-tuning for the FlanT5 model uses a dataset called [JFLEG](https://arxiv.org/abs/1702.04066). The primary objective of the experiment was to develop a highly effective tool using a minimal dataset.

To accomplish this goal, we implement the key strategy:
- [Perplexity-Based Data](https://arxiv.org/abs/2405.20541) Pruning With Small Reference Models.

README.md

@@ -0,0 +1,13 @@
+---
+datasets:
+- jhu-clsp/jfleg
+language:
+- en
+base_model:
+- google-t5/t5-base
+pipeline_tag: text2text-generation
+library_name: transformers
+tags:
+- text-generation-inference
+- grammar
+---