license: llama3.1
language:
- en
base_model:
- meta-llama/Llama-3.1-8B
tags:
- language
- english
- coach
Model Card for Grammar Coach
This model serves as an English grammar coach, designed to help users improve their writing by providing grammar corrections, explanations, and suggestions.
Model Details
Model Description
A specialized language model fine-tuned to act as an English grammar coach that helps users improve their writing by:
Diagnosing and correcting grammar issues
Fixing spelling and punctuation
Improving word choice
Enhancing clarity
Providing explanations for suggested changes
Developed by: Rully Saputra
Model type: Language Model
Language(s) (NLP): English
License: llama3.1 community
Finetuned from model: meta-llama/Llama-3.1-8B
Uses
Direct Use
The model is designed to be used directly for:
- Grammar checking and correction
- Writing improvement
- Learning English grammar rules
- Understanding why certain grammar corrections are needed
- Refining paragraphs and sentences while maintaining the author's voice
Out-of-Scope Use
This model should not be used for:
- Translation services
- Creative writing generation
- Content creation
- Any non-grammar related tasks
How to Get Started with the Model
To use this model with Ollama:
# Build the model
ollama create grammar-coach -f grammar.modelfile
# Run the model
ollama run grammar-coach
Training Details
Training Procedure
Training Hyperparameters
- Temperature: 0.8
Technical Specifications
Model Architecture and Objective
The model uses a custom system prompt that defines its role as an English grammar coach. It is designed to:
- Evaluate user input against correct English structure
- Provide key takeaways and suggestions
- Offer refined versions of the input text
- Maintain an informational tone while explaining corrections
Compute Infrastructure
Software
- Built using Ollama
- Based on Llama 3.1 architecture
The model card can be further enhanced with more specific details about training data, evaluation metrics, and environmental impact once that information becomes available.
# Model Card for Grammar Coach
This model serves as an English grammar coach, designed to help users improve their writing by providing grammar corrections, explanations, and suggestions.