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t5-base-grammar-corrector
akhmat-s/t5-base-grammar-corrector
t5-base-grammar-corrector is a text generation model from akhmat-s. Use it when you need the model to write or continue text. It is set up for transformers.
This model is part of the GrammarCorrector tool.
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Nov 2, 2024
- Updated
- Feb 11, 2025
- SHA
- bf13ec6c
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Model card
From the Hugging Face model README
This model is part of the GrammarCorrector tool.
"FlanT5 from scratch for the grammar correction tool" article about how this model was trained:
FlanT5 was trained using JFLEG dataset. The primary objective of the experiment was to develop a highly effective tool using relatively small models, minimal datasets, and constrained computational resources.
To accomplish this goal, we implemented two key strategies:
- Perplexity-Based Data Pruning With Small Reference Models.
- A simple sampling and voting method for multiple LLM agents. model was trained.
- Task
- Text Generation
- Library
- transformers
- Type
- t5
- Languages
- en
- Created
- Nov 2, 2024
- Updated
- Feb 11, 2025