Grammar Corrector – Gemma 3 270M (IT)
This is a fine-tuned model based on google/gemma-3-270m-it, trained for grammatical error correction (GEC) in English text.
The model rewrites input sentences to correct grammatical mistakes while preserving the original meaning.
🧠 Model Details
- Base model: google/gemma-3-270m-it
- Task: Grammatical Error Correction
- Fine-tuning method: QLoRA (parameter-efficient fine-tuning)
- Framework: Hugging Face TRL (Supervised Fine-Tuning)
📚 Training Data
The model was fine-tuned on a grammar correction dataset containing pairs of:
- grammatically incorrect input text
- corrected target text
The data was formatted in a chat-style structure with system, user, and assistant roles.
🚀 Usage
from transformers import pipeline
pipe = pipeline(
"text-generation",
model="akashsomanai/grammar-corrector-gemma-3-270m-it"
)
pipe("She go to office yesterday")
- Downloads last month
- 21