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inference4j/
coedit-base

Name: coedit-base
Rating: 2.5 (10 reviews)

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CoEdIT Base — ONNX

ONNX export of jbochi/coedit-base (250M parameters) with encoder-decoder architecture and KV cache support.

CoEdIT is a T5-based model fine-tuned on the grammarly/coedit dataset for text editing tasks including grammar correction, simplification, coherence, and paraphrasing. This base variant is fine-tuned from google/flan-t5-base.

Converted for use with inference4j, an inference-only AI library for Java.

Original Source

Repository: jbochi/coedit-base
License: Apache 2.0

Usage with inference4j

java

try (var corrector = CoeditGrammarCorrector.coeditBase().build()) {
    System.out.println(corrector.correct("She don't likes swimming."));
    // She doesn't like swimming.
}

Model Details

Property	Value
Architecture	T5 encoder-decoder (250M parameters)
Base model	google/flan-t5-base
Training data	grammarly/coedit
Task	Grammar correction, text editing
Tokenizer	SentencePiece (32,128 tokens)
Original framework	PyTorch (transformers)
Export method	Hugging Face Optimum (encoder-decoder with KV cache)

License

This model is licensed under the Apache License 2.0. Original model by jbochi, trained on the Grammarly CoEdIT dataset.

inference4j/coedit-base