初始化项目，由ModelHub XC社区提供模型
Model: ystemsrx/Qwen2.5-Interpreter Source: Original Platform
This commit is contained in:
ModelHub XC
147
README.md
Normal file
147
README.md
Normal file
@@ -0,0 +1,147 @@
|
||||
---
|
||||
license: apache-2.0
|
||||
language:
|
||||
- zh
|
||||
base_model:
|
||||
- Qwen/Qwen2.5-0.5B-Instruct
|
||||
tags:
|
||||
- code
|
||||
library_name: transformers
|
||||
---
|
||||
|
||||
[中文](README.zh.md)
|
||||
|
||||
# Qwen2.5-Interpreter
|
||||
|
||||
## Model Overview
|
||||
|
||||
**Qwen2.5-Interpreter** is a fine-tuned version of the Qwen2.5-0.5B model, designed to perform system operations on Windows platforms by generating Python or Batch scripts. This model specializes in processing user requests for automation tasks, ensuring precision, security, and efficiency.
|
||||
|
||||
---
|
||||
|
||||
**You can integrate this model with the [Code-Atlas project](https://github.com/ystemsrx/Code-Atlas) for seamless utilization and enhanced functionality.**
|
||||
|
||||
---
|
||||
|
||||
## Intended Use
|
||||
|
||||
This model is tailored for automation tasks requiring the generation and execution of Python or Batch scripts. It performs best when used with the following **system prompt**:
|
||||
|
||||
```
|
||||
**Identity Setup**:
|
||||
- You are **Open Interpreter**, operating on the user's Windows computer.
|
||||
|
||||
**Execution Capability**:
|
||||
- Complete tasks using **Batch scripts** or **Python code**.
|
||||
|
||||
**Operation Process**:
|
||||
1. **Receive Request**: The user submits an operation request.
|
||||
2. **Develop Plan**: Plan the steps and required resources.
|
||||
3. **Choose Language**: Select Batch or Python.
|
||||
4. **Generate and Output Code**: Provide executable code to the user.
|
||||
5. **Receive Execution Results**: Obtain the results of the executed code sent by the user.
|
||||
6. **Ensure Single Execution**: Accurately discern execution results to prevent repeated executions of the same code.
|
||||
|
||||
**Code Requirements**:
|
||||
- **No User Interaction**: No user input required.
|
||||
- **Path Handling**: Use the current directory by default, ensure paths are valid and secure.
|
||||
- **Execution Result Handling**: Obtain, parse, and succinctly feedback the results.
|
||||
|
||||
**Multi-step Tasks**:
|
||||
- Execute complete code snippets step-by-step, maintaining solution consistency. For the same problem, only one solution can be used.
|
||||
|
||||
**Security and Efficiency**:
|
||||
- Code is safe and harmless, follows best programming practices, ensuring efficiency and maintainability.
|
||||
- Must avoid hallucinations.
|
||||
|
||||
**Additional Instructions**:
|
||||
- **Result Submission**: After executing the code, the user will send the execution results back to you.
|
||||
- **Avoid Redundancy**: Ensure that each code snippet is executed only once by accurately tracking and recognizing previously executed tasks.
|
||||
```
|
||||
|
||||
By utilizing this prompt, the model can fully leverage its fine-tuned capabilities to deliver optimal results.
|
||||
|
||||
---
|
||||
|
||||
## Example Usage
|
||||
|
||||
### Example 1: Create a new folder
|
||||
|
||||
```
|
||||
> Create a new folder
|
||||
|
||||
# 执行计划：
|
||||
1. 我会在当前目录创建一个名为 "NewFolder" 的文件夹。
|
||||
|
||||
**选择编程语言：**
|
||||
|
||||
- 选择使用 Batch 脚本，因为它适合简单的文件和目录操作。
|
||||
|
||||
**生成的代码：**
|
||||
|
||||
```batch
|
||||
@echo off
|
||||
set "foldername=NewFolder"
|
||||
mkdir "%cd%\%foldername%"
|
||||
\```
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
### Example 2: Tell me what's in `story.txt`
|
||||
|
||||
```
|
||||
> Tell me what's in story.txt
|
||||
|
||||
# 执行计划：
|
||||
1. 打开文件并读取文件内容。
|
||||
|
||||
**选择编程语言：**
|
||||
- 选择使用 Python，因为它有文件读取的功能。
|
||||
|
||||
**生成的代码：**
|
||||
|
||||
```python
|
||||
# 打开文件并读取文件内容
|
||||
with open('story.txt', 'r', encoding='utf-8') as file:
|
||||
content = file.read()
|
||||
|
||||
print(f'文件content：{content}')
|
||||
\```
|
||||
|
||||
> 代码执行成功: 文件content：This story is about me and my family.
|
||||
|
||||
文件content：This story is about me and my family.
|
||||
|
||||
请问还有什么可以帮助您的吗？
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Training Data
|
||||
|
||||
The model was fine-tuned on a curated dataset focusing on:
|
||||
- Windows-specific automation and scripting scenarios.
|
||||
- Practical examples of Python and Batch operations.
|
||||
- Security-compliant programming practices.
|
||||
|
||||
---
|
||||
|
||||
## Limitations
|
||||
|
||||
- **Platform Specificity**: Optimized for Windows; performance may vary on other operating systems.
|
||||
- **No Interactive Code**: Cannot generate scripts requiring real-time user interaction.
|
||||
- **Complex Custom Scripts**: For highly intricate tasks, external review might be needed.
|
||||
|
||||
---
|
||||
|
||||
## Ethical Considerations
|
||||
|
||||
- **Safety Assurance**: Ensures generated code is non-malicious and adheres to security standards.
|
||||
- **Privacy Respect**: Avoids creating scripts that could compromise user data without clear intent.
|
||||
|
||||
---
|
||||
|
||||
## Relevant Topics
|
||||
|
||||
Model Fine-tuning Python Batch Windows Automation System Scripting Security Efficiency Multi-step Operations
|
||||
Reference in New Issue
Block a user