---
license: llama3.1
language:
  - en
tags:
  - gguf
  - ollama
  - llama
  - llama-3.1
  - code
  - coding
  - frontend
  - html
  - css
  - javascript
  - ui
  - ux
  - web-development
pipeline_tag: text-generation
library_name: llama.cpp
base_model: unsloth/Meta-Llama-3.1-8B-bnb-4bit
---

# SaphraFgt 1.0 8B

A fine-tuned **Meta Llama 3.1 8B** coding model optimized for **frontend development**, **HTML**, **CSS**, **JavaScript**, **UI/UX**, **bug fixing**, **code editing**, and **complete website generation**.

---

## ✨ Features

- ✅ Complete HTML generation
- ✅ CSS styling
- ✅ JavaScript development
- ✅ Responsive website creation
- ✅ UI/UX implementation
- ✅ Bug fixing
- ✅ Code debugging
- ✅ Code completion
- ✅ Code refactoring
- ✅ Frontend optimization

---

## 📊 Benchmarks

| Benchmark | Score |
|-----------|------:|
| HumanEval (Pass@1) | **36.6%** |
| MBPP (Pass@1) | **41.5%** |

### Benchmark Comparison

![Benchmark](benchmark.png)

---

## 🎯 Optimized For

- HTML5
- CSS3
- JavaScript (ES6+)
- Responsive Web Design
- Landing Pages
- Dashboards
- Portfolio Websites
- E-commerce Websites
- UI Components
- Frontend Debugging

---

## 💻 Ollama

Run locally using Ollama.

```bash
ollama run SaphraFgt/saphrafgt-1-0-8b
```

---

## 🦙 llama.cpp

```bash
llama-cli -m SaphraFgt-1.0-8B-Q4_K_M.gguf
```

---

## 💬 Example Prompt

**User**

```text
Create a responsive ecommerce homepage using HTML, CSS and JavaScript.
```

**Assistant**

Produces a complete responsive webpage with:

- Navigation Bar
- Hero Section
- Product Cards
- Responsive Layout
- Modern UI
- Clean CSS
- Interactive JavaScript

---

## 📈 Comparison

Compared against several open-source 7B coding models.

| Model | HumanEval | MBPP |
|------|----------:|-----:|
| **SaphraFgt 1.0 8B** | **36.6%** | **41.5%** |
| Code Llama 7B | 33.5% | 41.4% |
| Gemma 7B | 32.3% | 38.0% |
| Mistral 7B | 26.2% | 50.2% |
| LLaMA 2 7B | 16.8% | 20.8% |

---

## ⚙️ Quantization

Included GGUF format

- Q4_K_M

Optimized for llama.cpp and Ollama.

---

## 📦 Files

| File | Description |
|------|-------------|
| SaphraFgt-1.0-8B-Q4_K_M.gguf | Recommended GGUF model |
| Modelfile | Ollama Modelfile |

---

## 👨‍💻 Creator

**Seelam Reuben Stephen**

---

## 📄 License

This model is based on **Meta Llama 3.1** and follows the **Llama 3.1 Community License**.

---

## ⭐ Support

If you find this model useful, please consider:

- ⭐ Liking the model
- 🍴 Sharing it
- 🐛 Reporting issues
- 💡 Suggesting improvements

Happy Coding! 🚀