---
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:

```bash
# 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:
1. Evaluate user input against correct English structure
2. Provide key takeaways and suggestions
3. Offer refined versions of the input text
4. 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.