---
license: apache-2.0
language:
- en
- zh
tags:
- video-safety
- content-moderation
- qwen2.5
- lora
- leyoai
base_model: Qwen/Qwen2.5-3B-Instruct
---

# LeyoAI Video Safety Assistant (Medium)

English | [中文](#中文)

## English

### Model Description
Enhanced video content safety classification assistant

### Installation
```bash
pip install transformers peft torch
```

### Usage Scenarios
- Video content classification
- Safety detection
- Content moderation

### How to Use
```python
from transformers import AutoModelForCausalLM, AutoTokenizer
from peft import PeftModel

# Load base model
base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-3B-Instruct")
tokenizer = AutoTokenizer.from_pretrained("Qwen/Qwen2.5-3B-Instruct")

# Load LoRA adapter
model = PeftModel.from_pretrained(base_model, "FFZwai/leyoai-video-medium")

# Generate response
input_text = "Your question here"
inputs = tokenizer(input_text, return_tensors="pt")
outputs = model.generate(**inputs, max_length=512)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))
```

### Training Details
- **Base Model**: Qwen/Qwen2.5-3B-Instruct
- **LoRA Rank**: 16
- **Training Data**: 8,049 samples
- **Validation Data**: 1,726 samples
- **Framework**: QLoRA + SFTTrainer

---

## 中文

### 模型描述
增强版视频内容安全分类助手

### 安装方法
```bash
pip install transformers peft torch
```

### 使用场景
- 视频内容分类
- 安全检测
- 内容审核

### 使用方法
```python
from transformers import AutoModelForCausalLM, AutoTokenizer
from peft import PeftModel

# 加载基座模型
base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-3B-Instruct")
tokenizer = AutoTokenizer.from_pretrained("Qwen/Qwen2.5-3B-Instruct")

# 加载 LoRA 适配器
model = PeftModel.from_pretrained(base_model, "FFZwai/leyoai-video-medium")

# 生成回复
input_text = "你的问题"
inputs = tokenizer(input_text, return_tensors="pt")
outputs = model.generate(**inputs, max_length=512)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))
```

### 训练细节
- **基座模型**: Qwen/Qwen2.5-3B-Instruct
- **LoRA Rank**: 16
- **训练数据**: 8,049 samples
- **验证数据**: 1,726 samples
- **训练框架**: QLoRA + SFTTrainer

---

## About LeyoAI

LeyoAI is an AI MaaS platform by 杭州市上城区乐友信息服务工作室, providing specialized AI assistants for cybersecurity, video safety, workflow automation, and data analytics.

**Website**: https://leyoai.vercel.app