---
license: apache-2.0
language:
- en
pipeline_tag: text-classification
tags:
- coding
- code
- fyp
- free
- opensource
- powerful
- lite
- cheap
- agent
---

# 🚀 omriX

**A well-trained small coding agent that is very quick.**

`omriX` is a lightweight, open-source coding-focused model designed for speed, efficiency, and practical developer workflows. With a compact disk size of roughly **3 GB**, it’s ideal for local inference, low-cost deployments, and experimentation without heavy hardware requirements.

---

## ✨ Key Features

- ⚡ **Fast inference** — optimized for quick responses  
- 🧠 **Coding-focused** — tuned for programming and code-related tasks  
- 📦 **Lightweight** — ~3 GB disk size  
- 🔓 **Open source** — Apache-2.0 license  
- 💸 **Cheap to run** — suitable for low-resource environments  
- 🤖 **Agent-friendly** — works well as a small coding agent component  

---

## 🧩 Use Cases

- Code understanding & classification  
- Lightweight coding assistants  
- Student projects / FYPs  
- Local developer tools  
- Agent pipelines requiring fast, small models  
- Prototyping and experimentation  

---

## 📥 Model Details

- **Model ID:** `xlelords/omriX`  
- **License:** Apache-2.0  
- **Language:** English  
- **Pipeline Tag:** Text Classification  
- **Disk Size:** ~3 GB  
- **Status:** Fully open-source  

---

## 🚀 Quick Start

Example usage with 🤗 Transformers:

```python
from transformers import AutoTokenizer, AutoModelForSequenceClassification

model_id = "xlelords/omriX"

tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForSequenceClassification.from_pretrained(model_id)

text = "Explain what this function does: def add(a, b): return a + b"

inputs = tokenizer(text, return_tensors="pt")
outputs = model(**inputs)

print(outputs.logits)
```

> ⚠️ Note: The pipeline interface depends on your downstream setup.  
> `omriX` is commonly used as a **component model inside agents** or custom pipelines.

---

## 🛠️ Agent Integration

`omriX` is well-suited for use in lightweight agent frameworks such as:

- Custom Python agents  
- Tool-calling pipelines  
- smolagents-style workflows  
- Local or edge deployments  

Its small size and fast responses make it ideal for chaining with tools or running alongside other models.

---

## 📄 License

This model is released under the **Apache-2.0 License**.  
You are free to use, modify, distribute, and build upon it — even commercially.

---

## 🤝 Contributing

Contributions are welcome!  
Feel free to open issues or pull requests for:

- Documentation improvements  
- Benchmarks  
- Agent examples  
- Optimized inference setups  

---

## ⭐ Final Notes

If you’re looking for a **fast, cheap, and capable small coding agent**, `omriX` is built to get out of your way and let you ship.

Enjoy 🚀