Create README.md

README.md

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+---
+datasets:
+- jhu-clsp/jfleg
+language:
+- en
+base_model:
+- google/flan-t5-large
+pipeline_tag: text2text-generation
+tags:
+- text-generation-inference
+- grammar
+---
+
+This model is part of the [GrammarCorrector](https://github.com/akhmat-s/GrammarCorrector) tool.
+
+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.