---
license: apache-2.0
base_model: Qwen/Qwen2.5-0.5B-Instruct
tags:
- zephyr
- lora
- instruction-tuned
- chat
language:
- en
- ar
pipeline_tag: text-generation
---

# Zephyr ⚡ (English)

[![Discord](https://img.shields.io/badge/Discord-Join%20Server%20to%20Use%20Bot-5865F2?logo=discord&logoColor=white)](https://discord.gg/nhF8fJympm)

**Zephyr** is an instruction-tuned assistant developed by **youssef**. It is fine-tuned to act as a helpful, direct, and capable AI companion for coding, conversation, and general assistance.

## Model Details

- **Model Name:** Zephyr
- **Developer / Creator:** youssef
- **Base Architecture:** Qwen2.5-0.5B-Instruct
- **Fine-Tuning Method:** LoRA (PEFT)
- **Primary Languages:** English, Arabic
- **Intended Use:** Chat, coding assistance, and conversational reasoning.

## How to Use

```python
import torch
from transformers import AutoModelForCausalLM, AutoTokenizer
from peft import PeftModel

base_model_name = "Qwen/Qwen2.5-0.5B-Instruct"
adapter_name = "y68ko/zephyr"

tokenizer = AutoTokenizer.from_pretrained(base_model_name)
base_model = AutoModelForCausalLM.from_pretrained(
    base_model_name,
    torch_dtype=torch.float16,
    device_map="auto"
)
model = PeftModel.from_pretrained(base_model, adapter_name)

messages = [
    {"role": "user", "content": "Who are you?"}
]
text = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
inputs = tokenizer(text, return_tensors="pt").to(model.device)

outputs = model.generate(**inputs, max_new_tokens=128)
response = tokenizer.decode(outputs[0][inputs.input_ids.shape[1]:], skip_special_tokens=True)
print(response)
```

## Community & Bot Usage

[![Discord](https://img.shields.io/badge/Discord-Join%20Server%20to%20Use%20Bot-5865F2?logo=discord&logoColor=white)](https://discord.gg/nhF8fJympm)

- **Discord Server:** [Archon Project / Zephyr](https://discord.gg/nhF8fJympm)  
  *Join the Discord server to use and interact with the Zephyr bot directly inside channels.*

---

# مشروع Zephyr ⚡ (العربية)

[![Discord](https://img.shields.io/badge/Discord-Join%20Server%20to%20Use%20Bot-5865F2?logo=discord&logoColor=white)](https://discord.gg/nhF8fJympm)

**Zephyr** هو مساعد ذكاء اصطناعي تفاعلي ومخصص تم تطويره وضبطه بواسطة **youssef**. صُمم ليكون رفيقاً ذكياً ومساعداً برمجياً وحوارياً فعالاً باللغتين العربية والإنجليزية.

## تفاصيل النموذج

- **اسم النموذج:** Zephyr
- **المطور:** youssef
- **المعمارية الأساسية:** Qwen2.5-0.5B-Instruct
- **طريقة الضبط (Fine-Tuning):** LoRA (PEFT)
- **اللغات الأساسية:** العربية والإنجليزية
- **الاستخدام المستهدف:** الحوار والمحادثة، المساعدة البرمجية، وإدارة المهام.

## استخدام البوت ومجتمع المشروع

[![Discord](https://img.shields.io/badge/Discord-Join%20Server%20to%20Use%20Bot-5865F2?logo=discord&logoColor=white)](https://discord.gg/nhF8fJympm)

- **سيرفر الديسكورد:** [Archon Project / Zephyr](https://discord.gg/nhF8fJympm)  
  *انضم إلى السيرفر لاستخدام بوت Zephyr والتفاعل معه مباشرة داخل قنوات الديسكورد ومتابعة التحديثات.*