
Starting benchmark for qwen3.5:9b at 20261015-1303...
Model information:
  Model
    architecture        qwen35    
    parameters          9.0B      
    context length      262144    
    embedding length    4096      
    quantization        Q4_K_M    
    requires            0.30.0    

  Capabilities
    completion     
    vision         
    tools          
    thinking       
        levels     false, true    
        default    true           

  Projector
    architecture        clip       
    parameters          456.01M    
    embedding length    1152       
    dimensions          4096       

  Parameters
    top_p               0.95    
    presence_penalty    1.5     
    temperature         1       
    top_k               20      

  License
    Apache License               
    Version 2.0, January 2004    
    ...                          


===================================================================
Running model at 8192 context length...
===================================================================

{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:03:57.7530426Z",
  "response": "Here's a simple \"Hello World\" application in Python:\n\n```python\n# Hello World Application\nprint(\"Hello, World!\")\n```\n\nTo run this program:\n\n1. **Save the file:** Save it with a `.py` extension, such as `hello_world.py`.\n2. **Run from command line:** Use one of these commands:\n   ```bash\n   python hello_world.py\n   # or\n   python3 hello_world.py\n   ```\n\nAlternatively, you can run it inline without saving a file in most environments:\n```python\n>>> print(\"Hello, World!\")\n```\n\n**Output:**\n```\nHello, World!\n```\n\nThis minimal program demonstrates the basic syntax for running Python code. Feel free to explore further by modifying the text or adding additional features as you learn more about Python programming!",
  "thinking": "The user wants me to write a simple \"Hello World\" program in Python. This is a very basic programming task, but I should provide it in a clear and helpful way.\n\nA Hello World application in Python typically consists of just one line:\n\n```python\nprint(\"Hello, World!\")\n```\n\nHowever, I could also provide this in a complete, runnable file structure with some additional context about how to run it. Let me write a comprehensive response that shows the basic code and maybe includes a bit more detail about execution.",
  "done": true,
  "done_reason": "stop",
  "total_duration": 5914628667,
  "load_duration": 2668269880,
  "prompt_eval_count": 19,
  "prompt_eval_cached_count": 0,
  "prompt_eval_duration": 59989000,
  "eval_count": 286,
  "eval_duration": 3185017000,
  "tokens_per_second": 89.8,
  "time_to_first_token_ms": 59.99
}

-------------------------------------------------------------------
Process information:
NAME          ID              SIZE      PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    5.9 GB    100% GPU     8192       llamacpp    4 minutes from now    

-------------------------------------------------------------------
GPU memory usage:
Memory used: 6.6GiB

===================================================================
Running model at 16384 context length...
===================================================================

{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:04:02.730633169Z",
  "response": "Here's a simple \"Hello World\" program in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\nTo run the program:\n\n1. Save the code in a file named `hello.py`\n2. Open your terminal or command prompt\n3. Navigate to the directory containing the file\n4. Run the script using:\n\n   ```bash\n   python hello.py\n   ```\n\nWhen executed, the output will be:\n\n```\nHello, World!\n```",
  "thinking": "The user is asking for a simple \"Hello World\" program in Python. This is one of the most basic and common programming exercises used to introduce people to a new language.\n\nI should provide:\n1. A simple Python script that prints \"Hello, World!\"\n2. Optionally include a brief explanation\n3. Make it clear and easy to understand\n\nLet me write this clearly.",
  "done": true,
  "done_reason": "stop",
  "total_duration": 4730261907,
  "load_duration": 2604496713,
  "prompt_eval_count": 19,
  "prompt_eval_cached_count": 0,
  "prompt_eval_duration": 64717000,
  "eval_count": 184,
  "eval_duration": 2059714000,
  "tokens_per_second": 89.33,
  "time_to_first_token_ms": 64.72
}

-------------------------------------------------------------------
Process information:
NAME          ID              SIZE      PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    6.1 GB    100% GPU     16384      llamacpp    4 minutes from now    

-------------------------------------------------------------------
GPU memory usage:
Memory used: 6.9GiB

===================================================================
Running model at 24576 context length...
===================================================================

{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:04:09.411899213Z",
  "response": "# Hello World Application in Python\n\n```python\nprint(\"Hello, World!\")\n```\n\nThis is the simplest and most common way to write a \"Hello World\" program in Python.\n\n## Running the Code\n\nSave it as `hello.py`, then run:\n\n```bash\npython hello.py\n```\n\nOr use an interactive shell:\n\n```bash\npython3 -c \"print('Hello, World!')\"\n```\n\nOutput:\n\n```\nHello, World!\n```\n\n## Alternative Versions\n\n### With Comments (Explaining the Code)\n\n```python\n# This is a Hello World program in Python\nprint(\"Hello, World!\")\n```\n\n### Using F-Strings (More Dynamic)\n\n```python\nname = \"World\"\nprint(f\"Hello, {name}!\")\n```\n\n## Best Practices\n\n✅ Use `print()` function with parentheses  \n✅ Include the comma for proper output formatting if needed  \n✅ Follow PEP 8 guidelines (though trivial here)  \n✅ Keep it simple and readable  \n\nPython's version compatibility (2 vs. 3): The syntax above works in **Python 3**. For Python 2, the same code also runs without issues.",
  "thinking": "The user wants me to write a simple \"Hello World\" application in Python. This is the classic first program you write when learning any programming language.\n\nA \"Hello World\" program should:\n1. Print text to the console (typically \"Hello, World!\" or similar)\n2. Be simple and clear\n3. Follow basic Python conventions\n\nLet me provide a clean, standard implementation.",
  "done": true,
  "done_reason": "stop",
  "total_duration": 6431181095,
  "load_duration": 2683174395,
  "prompt_eval_count": 19,
  "prompt_eval_cached_count": 0,
  "prompt_eval_duration": 62754000,
  "eval_count": 331,
  "eval_duration": 3683934000,
  "tokens_per_second": 89.85,
  "time_to_first_token_ms": 62.75
}

-------------------------------------------------------------------
Process information:
NAME          ID              SIZE      PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    6.4 GB    100% GPU     24576      llamacpp    4 minutes from now    

-------------------------------------------------------------------
GPU memory usage:
Memory used: 7.2GiB

===================================================================
Running model at 32768 context length...
===================================================================

{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:04:16.861575333Z",
  "response": "Here is a classic \"Hello World\" application in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\n**How to run it:**\n1. Save this code into a file named `hello.py`.\n2. Open your terminal or command prompt.\n3. Navigate to the folder containing the file.\n4. Run the following command:\n\n```bash\npython hello.py\n```\n\nThis will output `Hello, World!` to your console.",
  "thinking": "Thinking Process:\n\n1.  **Analyze the Request:**\n    *   User wants a \"hello world\" application in Python.\n    *   This is a fundamental programming task, typically used as an introduction or test run.\n    *   The response should be simple, clear, and runnable.\n\n2.  **Determine the Content:**\n    *   Code snippet: `print(\"Hello, World!\")`\n    *   Explanation: Briefly explain what the code does.\n    *   Maybe suggest saving it to a file (e.g., `hello.py`).\n    *   Mention running it (e.g., using command line).\n\n3.  **Draft the Response:**\n    *   Start with the code block.\n    *   Add a brief explanation.\n    *   Keep it friendly and concise.\n\n4.  **Refine the Output:**\n    *   Use Markdown for code formatting.\n    *   Ensure the string is correct.\n    *   Maybe add a slight variation (like \"Hello World\" vs \"Hello, World!\") but standard is usually comma or exclamation. Let's stick to the classic `print(\"Hello, World!\")`.\n\n5.  **Final Check:**\n    *   Does this meet the user's need? Yes.\n    *   Is it accurate? Yes.\n    *   Is the tone appropriate? Yes.\n\n6.  **Construct Final Output:** (See actual response)",
  "done": true,
  "done_reason": "stop",
  "total_duration": 7200638629,
  "load_duration": 2606186895,
  "prompt_eval_count": 19,
  "prompt_eval_cached_count": 0,
  "prompt_eval_duration": 64257999,
  "eval_count": 406,
  "eval_duration": 4528741000,
  "tokens_per_second": 89.65,
  "time_to_first_token_ms": 64.26
}

-------------------------------------------------------------------
Process information:
NAME          ID              SIZE      PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    6.7 GB    100% GPU     32768      llamacpp    4 minutes from now    

-------------------------------------------------------------------
GPU memory usage:
Memory used: 7.4GiB

===================================================================
Running model at 40960 context length...
===================================================================

{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:04:22.625913291Z",
  "response": "# Hello World in Python\n\nHere's the simplest \"Hello, World!\" program in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\n## Output\nWhen you run this code, it will display:\n```\nHello, World!\n```\n\n## How to Run It\n\n1. **Save the code** to a file named `hello.py`\n2. **Run it** using your command line or terminal:\n   ```bash\n   python hello.py\n   ```\n   Or if Python 3 is specified:\n   ```bash\n   python3 hello.py\n   ```\n\n## Alternative Versions\n\n**Single line:**\n```python\nprint(\"Hello, World!\")\n```\n\n**With a comment explaining the code:**\n```python\n# This prints \"Hello, World!\" to the console\nprint(\"Hello, World!\")\n```\n\n**Capitalized and with emoji:**\n```python\nprint(\"Hello, World! 👋\")\n```\n\nThat's all you need for your first Python program! 🐍",
  "thinking": "This is a straightforward request to write a Hello World program in Python. This is a very basic programming task that should be simple and clear. I'll provide a standard implementation.",
  "done": true,
  "done_reason": "stop",
  "total_duration": 5517214276,
  "load_duration": 2613906651,
  "prompt_eval_count": 19,
  "prompt_eval_cached_count": 0,
  "prompt_eval_duration": 61139000,
  "eval_count": 256,
  "eval_duration": 2840710000,
  "tokens_per_second": 90.12,
  "time_to_first_token_ms": 61.14
}

-------------------------------------------------------------------
Process information:
NAME          ID              SIZE      PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    7.3 GB    100% GPU     40960      llamacpp    4 minutes from now    

-------------------------------------------------------------------
GPU memory usage:
Memory used: 8.0GiB

===================================================================
Running model at 49152 context length...
===================================================================

{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:04:28.682916767Z",
  "response": "# Hello World in Python\n\nHere is the simplest way to write a \"Hello World\" application in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\n## How to Run It\n\n1. **Save the code**  \n   Save this in a file named `hello.py` (or any name with `.py` extension).\n\n2. **Run the program**  \n   Use one of these methods:\n   - In your terminal/command prompt:\n     ```bash\n     python hello.py\n     ```\n   - Or click and run it using your code editor (e.g., VS Code, PyCharm) if Python is installed.\n\n## Output\n\nWhen you run the program, you'll see:\n\n```\nHello, World!\n```\n\nThis simple script demonstrates how to print output to the console—the first step for any Python program.",
  "thinking": "The user wants me to write a simple \"hello world\" application in Python. This is one of the most basic programs you can write, so I should keep it simple and clear.\n\nA basic hello world program in Python would be:\n\n```python\nprint(\"Hello, World!\")\n```\n\nI could also show them how to run it as a proper file. Let me provide a complete example with instructions on how to save and run it.",
  "done": true,
  "done_reason": "stop",
  "total_duration": 5815632431,
  "load_duration": 2672874307,
  "prompt_eval_count": 19,
  "prompt_eval_cached_count": 0,
  "prompt_eval_duration": 61163000,
  "eval_count": 273,
  "eval_duration": 3080205000,
  "tokens_per_second": 88.63,
  "time_to_first_token_ms": 61.16
}

-------------------------------------------------------------------
Process information:
NAME          ID              SIZE      PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    7.6 GB    100% GPU     49152      llamacpp    4 minutes from now    

-------------------------------------------------------------------
GPU memory usage:
Memory used: 8.3GiB

===================================================================
Running model at 57344 context length...
===================================================================

{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:04:34.473002238Z",
  "response": "# Hello World Application in Python\n\n## Basic Version\n\n```python\nprint(\"Hello, World!\")\n```\n\nThat's it! Just one line of code to display \"Hello, World!\" in your console.\n\n## Running the Code\n\n1. **Save** the code in a file named `hello.py`\n2. **Run** it using Python:\n\n```bash\npython hello.py\n# or\npython3 hello.py\n```\n\n## More Complete Example\n\n```python\nprint(\"Hello, World!\")\nprint(\"Welcome to Python programming!\")\nprint(\"This is your first Python program.\")\n```\n\n**Output:**\n```\nHello, World!\nWelcome to Python programming!\nThis is your first Python program.\n```\n\n## With a Simple Variable (Optional)\n\n```python\nmessage = \"Hello, World!\"\nprint(message)\n```\n\nCongratulations on completing your first Python program! 🎉",
  "thinking": "The user is asking for a simple \"Hello World\" program in Python. This is a beginner-level programming question, so I should provide a clear and straightforward answer with the basic code example.\n\nLet me write the most common Hello World application in Python.",
  "done": true,
  "done_reason": "stop",
  "total_duration": 5529547076,
  "load_duration": 2724451016,
  "prompt_eval_count": 19,
  "prompt_eval_cached_count": 0,
  "prompt_eval_duration": 61085000,
  "eval_count": 246,
  "eval_duration": 2742657000,
  "tokens_per_second": 89.69,
  "time_to_first_token_ms": 61.09
}

-------------------------------------------------------------------
Process information:
NAME          ID              SIZE      PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    7.9 GB    100% GPU     57344      llamacpp    4 minutes from now    

-------------------------------------------------------------------
GPU memory usage:
Memory used: 8.5GiB

===================================================================
Running model at 65536 context length...
===================================================================

{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:04:40.398090114Z",
  "response": "Here is a simple \"Hello, World!\" application written in Python:\n\n```python\n# This is a comment explaining the code\nprint(\"Hello, World!\")\n```\n\n### How to Run It\n1. Save the code to a file named `hello.py` (or any `.py` filename).\n2. Open a terminal or command prompt in the directory where the file is saved.\n3. Run it using Python:\n   ```bash\n   python hello.py\n   ```\n\n### Output\n```\nHello, World!\n```\n\n### Explanation\n- `print()` is the function used to display output in the terminal.\n- Text inside quotes `\" \"` is a **string**.\n- A comment (starting with `#`) is ignored by Python and used for notes or explanations.\n\nThis minimal example marks your first successful program in Python! 🎉",
  "thinking": "The user wants me to write a \"Hello World\" application in Python. This is one of the simplest programming examples that beginners learn. I should provide a clear, basic example with the classic \"Hello, World!\" message.\n\nI'll include:\n1. A simple print statement\n2. Maybe some explanation for clarity\n3. Keep it clean and educational\n\nLet me write this in Python.",
  "done": true,
  "done_reason": "stop",
  "total_duration": 5668591027,
  "load_duration": 2649298787,
  "prompt_eval_count": 19,
  "prompt_eval_cached_count": 0,
  "prompt_eval_duration": 61669000,
  "eval_count": 265,
  "eval_duration": 2956244000,
  "tokens_per_second": 89.64,
  "time_to_first_token_ms": 61.67
}

-------------------------------------------------------------------
Process information:
NAME          ID              SIZE      PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    8.2 GB    100% GPU     65536      llamacpp    4 minutes from now    

-------------------------------------------------------------------
GPU memory usage:
Memory used: 8.8GiB

===================================================================
Running model at 73728 context length...
===================================================================

{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:04:46.266604457Z",
  "response": "# Hello World in Python\n\nHere's a simple \"Hello World\" application:\n\n```python\nprint(\"Hello, World!\")\n```\n\n### To Run This Program:\n\n1. **Save** the code to a file (e.g., `hello.py`)\n2. **Run** from the terminal/command line using:  \n   ```bash\n   python hello.py\n   ```\n\n### Output:\n```\nHello, World!\n```\n\n### Additional Notes:\n\n- Python requires no compilation; this script runs directly as an `.py` file.\n- Ensure Python is installed on your system before running the program. You can check by running `python --version` in your terminal.\n- On Windows, you may need to use:\n  ```bash\n  py hello.py\n  ```\n  or adjust your path accordingly depending on your setup.\n\nThis minimal example demonstrates how simple Python is for getting started!",
  "thinking": "The user wants me to write a simple \"Hello World\" application in Python. This is a very basic programming concept and I should provide a clear, straightforward example.\n\nA typical \"Hello World\" program prints text to the console. I'll keep it simple and maybe add some helpful context about how to run it.",
  "done": true,
  "done_reason": "stop",
  "total_duration": 5621725680,
  "load_duration": 2663271568,
  "prompt_eval_count": 19,
  "prompt_eval_cached_count": 0,
  "prompt_eval_duration": 60923000,
  "eval_count": 259,
  "eval_duration": 2896157000,
  "tokens_per_second": 89.43,
  "time_to_first_token_ms": 60.92
}

-------------------------------------------------------------------
Process information:
NAME          ID              SIZE      PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    8.5 GB    100% GPU     73728      llamacpp    4 minutes from now    

-------------------------------------------------------------------
GPU memory usage:
Memory used: 9.1GiB

===================================================================
Running model at 81920 context length...
===================================================================

{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:04:50.670164992Z",
  "response": "Here's a simple \"Hello World\" application in Python:\n\n```python\n# hello_world.py\nprint(\"Hello, World!\")\n```\n\nTo run this script, save the code in a file named `hello_world.py` and execute it from your terminal or command line using:\n\n```bash\npython hello_world.py\n```\n\nThis will output:\n\n```\nHello, World!\n```",
  "thinking": "This is a straightforward request for a simple \"Hello World\" program in Python. This is one of the most basic and common programming examples used to test or demonstrate Python functionality.\n\nI'll provide a clear, simple example with good practices.",
  "done": true,
  "done_reason": "stop",
  "total_duration": 4139199050,
  "load_duration": 2590976500,
  "prompt_eval_count": 19,
  "prompt_eval_cached_count": 0,
  "prompt_eval_duration": 59717000,
  "eval_count": 134,
  "eval_duration": 1487150000,
  "tokens_per_second": 90.11,
  "time_to_first_token_ms": 59.72
}

-------------------------------------------------------------------
Process information:
NAME          ID              SIZE      PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    8.4 GB    100% GPU     81920      llamacpp    4 minutes from now    

-------------------------------------------------------------------
GPU memory usage:
Memory used: 9.0GiB

===================================================================
Running model at 90112 context length...
===================================================================

{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:04:55.578313046Z",
  "response": "Here's a simple \"Hello, World!\" application in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\nTo run this program:\n\n1. Save the code to a file, for example `hello.py`.\n2. Open a terminal or command prompt.\n3. Navigate to the directory where you saved the file.\n4. Run it with:  \n   ```bash\n   python hello.py\n   ```\n\nThis will print:\n```\nHello, World!\n```",
  "thinking": "The user is asking me to write a simple \"Hello World\" application in Python. This is one of the most basic programs that's typically used as an introduction to programming. It's also a copyrighted work and doesn't involve any security issues since it's just code generation.\n\nLet me provide a simple Hello World program in Python.",
  "done": true,
  "done_reason": "stop",
  "total_duration": 4648817549,
  "load_duration": 2648694825,
  "prompt_eval_count": 19,
  "prompt_eval_cached_count": 0,
  "prompt_eval_duration": 60856000,
  "eval_count": 174,
  "eval_duration": 1937885000,
  "tokens_per_second": 89.79,
  "time_to_first_token_ms": 60.86
}

-------------------------------------------------------------------
Process information:
NAME          ID              SIZE      PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    8.7 GB    100% GPU     90112      llamacpp    4 minutes from now    

-------------------------------------------------------------------
GPU memory usage:
Memory used: 9.3GiB

===================================================================
Running model at 98304 context length...
===================================================================

{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:05:00.615351008Z",
  "response": "# Hello World in Python\n\nThe simplest \"Hello World\" application in Python looks like this:\n\n```python\nprint(\"Hello, World!\")\n```\n\n## How to Run It\n\n1. **Save the file** as `hello.py` (or any name ending in `.py`)\n2. **Open a terminal or command prompt**\n3. **Navigate** to the directory where you saved the file\n4. **Run it** using Python:\n   ```bash\n   python hello.py\n   ```\n\n## Output\n```\nHello, World!\n```\n\nThat's it! This prints the message to the console and is your first Python program.",
  "thinking": "This is a straightforward request to write a simple \"Hello World\" program in Python. This is a basic programming concept that doesn't involve any sensitive or controversial topics. I'll provide a clear, simple answer with the code.",
  "done": true,
  "done_reason": "stop",
  "total_duration": 4773020176,
  "load_duration": 2643339589,
  "prompt_eval_count": 19,
  "prompt_eval_cached_count": 0,
  "prompt_eval_duration": 60436000,
  "eval_count": 186,
  "eval_duration": 2067847000,
  "tokens_per_second": 89.95,
  "time_to_first_token_ms": 60.44
}

-------------------------------------------------------------------
Process information:
NAME          ID              SIZE      PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    9.0 GB    100% GPU     98304      llamacpp    4 minutes from now    

-------------------------------------------------------------------
GPU memory usage:
Memory used: 9.6GiB

===================================================================
Running model at 106496 context length...
===================================================================

{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:05:06.69869454Z",
  "response": "# Hello World in Python\n\nHere's the classic \"Hello, World!\" example in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\n## Alternative Variations\n\nYou can also write it slightly differently, depending on your needs:\n\n- **Single-line print (default):**\n  ```python\n  print(\"Hello, World!\")\n  ```\n\n- **With newline control:**\n  ```python\n  print(\"Hello\", \"World!\", sep=\", \")  # Output: Hello, World!\n  ```\n\n- **Using triple quotes (no line break in this case, but good to know):**\n  ```python\n  print(\"\"\"Hello, \n  World!\"\"\")\n  ```\n\n## How It Works\n\n- The `print()` function outputs text to the console.\n- Text inside parentheses is treated as a string literal.\n\nThis simple script works on all versions of Python and runs in any standard environment (Python IDLE, terminal, online code sandbox, etc.).",
  "thinking": "The user wants me to write a simple \"Hello World\" program in Python. This is the most basic Python program that prints text to the console. I'll provide the standard version and maybe some variations.\n\nThe most common way to do this is:\n```python\nprint(\"Hello, World!\")\n```\n\nThis should be straightforward and clear for a beginner.",
  "done": true,
  "done_reason": "stop",
  "total_duration": 5837283186,
  "load_duration": 2625620101,
  "prompt_eval_count": 19,
  "prompt_eval_cached_count": 0,
  "prompt_eval_duration": 62652000,
  "eval_count": 283,
  "eval_duration": 3147701000,
  "tokens_per_second": 89.91,
  "time_to_first_token_ms": 62.65
}

-------------------------------------------------------------------
Process information:
NAME          ID              SIZE      PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    9.1 GB    100% GPU     106496     llamacpp    4 minutes from now    

-------------------------------------------------------------------
GPU memory usage:
Memory used: 9.6GiB

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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:05:12.71363096Z",
  "response": "Here's a simple \"Hello World\" application in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\nTo run this program:\n\n1. Save the code to a file named `hello.py` (or any other `.py` filename).\n2. Run it from your terminal or command prompt using:\n   ```bash\n   python hello.py\n   ```\n3. You should see:\n   ```\n   Hello, World!\n   ```\n\n### Note\nThis assumes you're using **Python 3**, which is the standard version today. If you're using Python 2 (deprecated), the same line still works because `print` was valid syntax then as well—but in Python 3, it must be a function call with parentheses: `print(\"Hello, World!\")`.\n\nThere's no need for any libraries or extra setup—this is all that's required!",
  "thinking": "The user is asking for a simple \"Hello World\" program in Python. This is one of the most basic programs you can write in any programming language, so it should be straightforward and clear.\n\nA basic Python hello world typically just prints text to the console. The most common way to do this in Python 3 is using the print() function.\n\nI'll provide a simple, clean example with maybe a brief explanation.",
  "done": true,
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}

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Process information:
NAME          ID              SIZE      PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    9.3 GB    100% GPU     114688     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 9.9GiB

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Running model at 122880 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:05:17.318321699Z",
  "response": "Here's a simple \"Hello, World!\" application written in Python:\n\n```python\n# Say hello to the world\nprint(\"Hello, World!\")\n```\n\nThis code uses Python's built-in `print()` function to output text to the console. When you run it, it will display the message:\n\n```\nHello, World!\n```",
  "thinking": "This is a simple request to write a \"Hello World\" program in Python. This is one of the most basic and famous beginner programs that demonstrates printing output to the console.\n\nThe typical Hello World in Python is:\n```python\nprint(\"Hello, World!\")\n```\n\nI should provide a clear, simple answer with this code, possibly with some brief explanation.",
  "done": true,
  "done_reason": "stop",
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  "time_to_first_token_ms": 62.98
}

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Process information:
NAME          ID              SIZE      PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    9.6 GB    100% GPU     122880     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 11GiB

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Running model at 131072 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:05:23.786286509Z",
  "response": "Here's a simple \"Hello, World!\" application in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\n### How to Run It\n\n1. **Save the code** to a file named `hello.py` (or any `.py` filename).\n2. **Run it from the terminal or command prompt**:\n\n   ```bash\n   python hello.py\n   ```\n\n   Or simply:\n\n   ```bash\n   python hello_world.py  # if you name your file that way\n   ```\n\n### Output\n\nWhen executed, this program prints:\n\n```\nHello, World!\n```\n\n---\n\n### Additional Notes\n\n- Python includes built-in support for printing output via the `print()` function.\n- No external libraries or setups are required — just make sure you have Python installed on your system.\n- For a slightly more visual experience, you can also run this code interactively in an IDE or online environment like [Python.org](https://www.python.org), [Replit](https://replit.com), or any supported Jupyter Notebook.\n\nThis is the standard first program for beginners learning Python — and it's as simple as that!",
  "thinking": "The user is asking for a simple \"Hello World\" application in Python. This is a very basic and classic programming exercise. I'll provide a clear, simple example with some explanation.\n\nThe most straightforward way would be to create a script that prints \"Hello, World!\" when executed.\n\nLet me write this simply but also include some helpful context about how it works.",
  "done": true,
  "done_reason": "stop",
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  "time_to_first_token_ms": 59.18
}

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Process information:
NAME          ID              SIZE      PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    9.9 GB    100% GPU     131072     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 11GiB

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Running model at 139264 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:05:28.993214805Z",
  "response": "Here's a simple \"Hello, World!\" application in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\n### Explanation:\n- The `print()` function outputs text to the console.\n- `\"Hello, World!\"` is a string literal enclosed in quotes.\n\n### Output when run:\n```\nHello, World!\n```\n\n### How to Run It:\n1. Save the code to a file named `hello.py`.\n2. Open a terminal or command prompt.\n3. Navigate to the file's directory.\n4. Run the script using Python:\n   ```bash\n   python hello.py\n   ```\n\nThis is the minimal valid and executable Python program for beginners.",
  "thinking": "The user is asking for a simple \"Hello, World!\" program in Python. This is the classic first program that beginners learn to write. I should provide a simple, clear example with basic structure.\n\nLet me write a standard Hello World program in Python.",
  "done": true,
  "done_reason": "stop",
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}

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Process information:
NAME          ID              SIZE     PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    10 GB    100% GPU     139264     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 11GiB

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Running model at 147456 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:05:34.896863964Z",
  "response": "# Hello World in Python\n\nHere's a simple \"Hello, World!\" program in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\n## How to Run It\n\n1. **Save the file** as `hello.py`\n2. **Run it** from your terminal or command prompt:\n   ```bash\n   python hello.py\n   ```\n\nOn Windows, you can use:\n```bash\npython hello.py\n```\nor (if Python 3 is installed):\n```bash\npy hello.py\n```\n\n## Output\nWhen executed, the program will print:\n```\nHello, World!\n```\n\nThis line uses Python's built-in `print()` function to display output. Congratulations on writing your first Python program!",
  "thinking": "The user is asking for a simple \"Hello, World!\" program in Python. This is the most basic programming example that demonstrates how to write and run code in Python. I should provide a clear, simple answer with the classic print statement.\n\nLet me write the simplest possible Python hello world application:\n\n```python\nprint(\"Hello, World!\")\n```\n\nThis is the standard and most common way to write a Hello World program in Python. I could also mention a few variations or add some additional context about running it.",
  "done": true,
  "done_reason": "stop",
  "total_duration": 5657452594,
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  "eval_count": 267,
  "eval_duration": 2969058000,
  "tokens_per_second": 89.93,
  "time_to_first_token_ms": 64.42
}

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Process information:
NAME          ID              SIZE     PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    10 GB    100% GPU     147456     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 11GiB

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Running model at 155648 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:05:40.436261661Z",
  "response": "Here is a simple \"Hello, World!\" application in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\nWhen you run this script, it will display the text `Hello, World!` on your console. To run it:\n\n1. Save the code in a file with a `.py` extension (e.g., `hello.py`)\n2. Open a terminal or command prompt\n3. Navigate to the file's directory\n4. Run the program using:  \n   ```bash\n   python hello.py\n   ```\n   Or  \n   ```bash\n   python3 hello.py\n   ```\n\nThis basic example introduces you to running Python code and outputting text to the console.",
  "thinking": "The user is asking me to write a simple \"Hello, World!\" program in Python. This is a very basic programming task that I can complete easily.\n\nA \"Hello, World!\" program typically:\n1. Prints text to the console\n2. Uses the print() function in Python\n3. Has minimal code - just one or two lines\n\nLet me write this clearly and simply for them.",
  "done": true,
  "done_reason": "stop",
  "total_duration": 5278332134,
  "load_duration": 2635823078,
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  "eval_count": 232,
  "eval_duration": 2581456000,
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  "time_to_first_token_ms": 59.72
}

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Process information:
NAME          ID              SIZE     PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    10 GB    100% GPU     155648     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 12GiB

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Running model at 163840 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:05:45.437313104Z",
  "response": "Here's a simple \"Hello World\" application in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\nTo run it:\n1. Save the code to a file named `hello.py`.\n2. Open your terminal or command prompt.\n3. Navigate to the file’s directory.\n4. Run the program using:  \n   ```bash\n   python hello.py\n   ```\n\nThis will display the message:\n```\nHello, World!\n```\n\nPython makes it easy to start programming—great for beginners!",
  "thinking": "The user is asking for a simple \"Hello World\" program in Python. This is a classic beginner programming task. I'll provide a clear, simple example with a brief explanation.\n\nHere's what I should include:\n1. The basic Hello World code\n2. Maybe a slight variation or explanation\n3. Keep it simple and clear",
  "done": true,
  "done_reason": "stop",
  "total_duration": 4739953936,
  "load_duration": 2630695326,
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  "eval_count": 185,
  "eval_duration": 2048904000,
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  "time_to_first_token_ms": 59.01
}

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Process information:
NAME          ID              SIZE     PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    11 GB    100% GPU     163840     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 12GiB

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Running model at 172032 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:05:50.445808976Z",
  "response": "# Hello World Application in Python\n\nHere's a simple \"Hello, World!\" application in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\n**To run it:**\n\n1. Save the code in a file named `hello.py`\n2. Run it from your terminal or command line using:\n   ```bash\n   python hello.py\n   ```\n3. Or if you use an integrated environment like VS Code, just click the play button.\n\n**Output:**\n```\nHello, World!\n```\n\nThat's it! This is the traditional starting point for learning Python programming. 🐍",
  "thinking": "The user is asking for a simple \"Hello World\" program in Python. This is one of the most basic programming examples used to teach beginners or test a new language/IDE.\n\nI'll write a simple Python script that prints \"Hello, World!\" to the console.",
  "done": true,
  "done_reason": "stop",
  "total_duration": 4761359076,
  "load_duration": 2587138928,
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  "prompt_eval_cached_count": 0,
  "prompt_eval_duration": 63607000,
  "eval_count": 188,
  "eval_duration": 2109293000,
  "tokens_per_second": 89.13,
  "time_to_first_token_ms": 63.61
}

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Process information:
NAME          ID              SIZE     PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    11 GB    100% GPU     172032     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 12GiB

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Running model at 180224 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:05:56.489032964Z",
  "response": "# Hello World in Python\n\nHere's the simplest \"Hello, World!\" application in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\n## How to Run It\n\n1. **Save** the code in a file named `hello.py`:\n   ```bash\n   nano hello.py  # or use your preferred editor\n   ```\n\n2. **Run** the script using Python:\n   ```bash\n   python hello.py\n   ```\n\n3. **Output**:\n   ```\n   Hello, World!\n   ```\n\n## Additional Notes\n\n- **Python 3**: `print()` is a function and requires parentheses.\n- **Python 2**: The old `print \"Hello, World!\"` syntax no longer works.\n- **Multiple messages**: You can print multiple lines:\n  ```python\n  print(\"Hello\", end=\" \")\n  print(\"World!\")\n  ```\n\nCongratulations on your first Python program! 🎉",
  "thinking": "The user wants me to write a simple \"Hello, World!\" program in Python. This is the most basic Python program that should output text to the console.\n\nIn Python, this is typically done using the `print()` function. The code is very straightforward:\n\n```python\nprint(\"Hello, World!\")\n```\n\nLet me provide this with a brief explanation for clarity.",
  "done": true,
  "done_reason": "stop",
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  "eval_count": 282,
  "eval_duration": 3128344000,
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  "time_to_first_token_ms": 60.35
}

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Process information:
NAME          ID              SIZE     PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    11 GB    100% GPU     180224     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 12GiB

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Running model at 188416 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:06:03.396159583Z",
  "response": "# Hello World in Python\n\n## Basic Version\n\n```python\nprint(\"Hello, World!\")\n```\n\nThis is the most common and recommended way to write a \"Hello World\" application in Python.\n\n## Alternative Versions\n\n### 1. Multiple print statements\n```python\nprint(\"Hello\")\nprint(\"World\")\n```\n\n### 2. With comments\n```python\n# This is a Hello World program\nprint(\"Hello, World!\")\n```\n\n### 3. Storing a message in a variable\n```python\nmessage = \"Hello, World!\"\nprint(message)\n```\n\n## How to Run It\n\n1. **Save the code** in a file (e.g., `hello.py`)\n2. **Open your terminal or command prompt**\n3. **Navigate to the directory** where you saved the file\n4. **Run the script:**\n   ```bash\n   python hello.py\n   # or on macOS/Linux with Python 3:\n   python3 hello.py\n   ```\n\n## Output\n```\nHello, World!\n```\n\nThis is the standard way to create your first Python program! 🐍",
  "thinking": "The user is asking for a simple \"Hello World\" application in Python. This is a basic programming concept and should be straightforward to provide. I'll give them the most common way to print \"Hello World\" in Python.\n\nHere are some common approaches:\n1. Using print() function - the most standard way\n2. Using raw_input (deprecated) or input() for interactivity (not needed here)\n3. Multiple variations they might find interesting\n\nLet me provide the simplest and clearest version first, with perhaps a couple of alternatives.",
  "done": true,
  "done_reason": "stop",
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}

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Process information:
NAME          ID              SIZE     PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    11 GB    100% GPU     188416     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 13GiB

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Running model at 196608 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:06:09.363726918Z",
  "response": "# Hello World Application in Python\n\nHere's a simple \"Hello World\" program in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\n## To Run It:\n\n1. Save the code to a file named `hello.py`\n2. Run it using terminal/command prompt:\n   ```bash\n   python hello.py\n   ```\n\n**Output:**\n```\nHello, World!\n```\n\n## Alternative Variations:\n\n### Capitalization Variation\n```python\nprint(\"Hello, World!\")      # Standard\nprint(\"hello, world!\")       # lowercase\nprint(\"HELLO, WORLD!\")       # uppercase\nprint(\"Hello, World!\")       # Title case\n```\n\n### With a Comment\n```python\n# This is a Hello World program in Python\nprint(\"Hello, World!\")\n```\n\n### Multiple Prints\n```python\nprint(\"Hello, \", \"World!\", sep=\" \")  # using separator\nprint(f\"Hello, {world}\")             # with f-string (where world = \"World!\")\n```\n\nThis is your first step into Python programming! 🐍",
  "thinking": "The user is asking for a simple \"Hello, World!\" program in Python. This is the classic first program that programmers learn. Let me write a straightforward and clear example.",
  "done": true,
  "done_reason": "stop",
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}

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Process information:
NAME          ID              SIZE     PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    12 GB    100% GPU     196608     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 13GiB

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Running model at 204800 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:06:15.72887267Z",
  "response": "Here's a simple \"Hello World\" application in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\nThis single line prints the message `Hello, World!` to the console when executed.\n\n### How to Run It\n\n1. Save the code in a file named `hello_world.py`.\n2. Open your terminal or command prompt.\n3. Navigate to the directory where the file is saved.\n4. Run it using one of the following commands:\n   - On Linux/macOS:  \n     ```bash\n     python hello_world.py\n     ```\n   - On Windows with Python 3 installed:  \n     ```bash\n     py hello_world.py\n     ```\n\n### Output\n```\nHello, World!\n```\n\nThis confirms that your Python environment is set up and ready for development.",
  "thinking": "The user wants me to write a simple \"Hello World\" application in Python. This is a basic programming concept used to test if the programming environment is working correctly.\n\nA Hello World program typically just prints text to the console/output. Here are a few ways to do it:\n\n1. Simple print statement (most common)\n2. Using raw_input/input with output (but this isn't really hello world)\n3. Using subprocess or other modules (overly complex for this)\n\nThe simplest and most standard approach is using the print() function.\n\nLet me write a clean, simple Hello World program in Python 3.",
  "done": true,
  "done_reason": "stop",
  "total_duration": 6099730966,
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  "time_to_first_token_ms": 59
}

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Process information:
NAME          ID              SIZE     PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    12 GB    100% GPU     204800     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 13GiB

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Running model at 212992 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:06:22.02441044Z",
  "response": "# Python \"Hello World\" Program\n\nHere's a simple and complete example:\n\n```python\nprint(\"Hello, World!\")\n```\n\n## How to Run It\n\n1. Save the code in a file named `hello.py`.\n2. Open your terminal or command prompt.\n3. Navigate to the folder containing the file.\n4. Run it with Python using:\n   ```bash\n   python hello.py\n   ```\n\n### Output\n```\nHello, World!\n```\n\n## Explanation\n\n- **`print()`**: This is a built-in Python function used to output text or variables to the screen.\n- **\"Hello, World!\"**: The message you want displayed when the program runs.\n\nThat's it — this is the foundation for any Python program! 🚀",
  "thinking": "The user is asking for a simple \"Hello World\" program in Python. This is the most basic program you can write in any programming language, and it's typically the first example shown to beginners learning to code.\n\nA Hello World program in Python should simply print \"Hello, World!\" (or similar greeting) to the screen.\n\nHere's the standard implementation:\n```python\nprint(\"Hello, World!\")\n```\n\nThis is all there is to it! The print() function outputs text to the console. I could provide a bit more context about what this does, but keep it simple since they asked specifically for just the Hello World application.",
  "done": true,
  "done_reason": "stop",
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  "eval_duration": 3348479000,
  "tokens_per_second": 89.59,
  "time_to_first_token_ms": 60.1
}

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Process information:
NAME          ID              SIZE     PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    12 GB    100% GPU     212992     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 13GiB

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Running model at 221184 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:06:27.866129598Z",
  "response": "# Hello World Application in Python\n\nHere's the simplest Hello World application:\n\n```python\nprint(\"Hello, World!\")\n```\n\n## How to Run It\n\n1. Save the code to a file (e.g., `hello.py`)\n2. Open a terminal or command prompt\n3. Navigate to the directory containing the file\n4. Run it using:\n   ```bash\n   python hello.py\n   ```\n\n## Output\n\n```\nHello, World!\n```\n\n## Alternative Versions\n\n### With a Function\n```python\ndef main():\n    print(\"Hello, World!\")\n\nif __name__ == \"__main__\":\n    main()\n```\n\n### With Input Interaction\n```python\nprint(\"Hello, \", end=\"\")\nname = input(\"What is your name? \")\nprint(f\"Welcome to Python programming! {name}\")\n```\n\nThe first version is the simplest and most common example used to confirm that your Python installation and environment are correctly set up.",
  "thinking": "The user is asking for a simple \"Hello, World!\" program in Python. This is one of the most basic programming examples and is great for beginners. I'll provide a simple solution.\n\nLet me write a clean, straightforward Hello World program in Python.",
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Process information:
NAME          ID              SIZE     PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    12 GB    100% GPU     221184     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 14GiB

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Running model at 229376 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:06:33.771101042Z",
  "response": "# Hello World Application in Python\n\nHere's a simple and complete Python \"Hello World\" program:\n\n```python\n# Print a greeting message\nprint(\"Hello, World!\")\n```\n\n## Running the Program\n\n1. Save the code in a file named `hello_world.py`.\n2. Open a terminal or command prompt.\n3. Navigate to the directory where the file is saved.\n4. Run the script using:\n   ```bash\n   python hello_world.py\n   ```\n5. Expected output:\n   ```\n   Hello, World!\n   ```\n\n## Optional Variations\n\nYou can customize the message or add additional functionality:\n\n```python\n# Using variable for greeting\ngreeting = \"Hello\"\nname = \"World\"\nprint(f\"{greeting}, {name}!\")\n\n# Or with input\nname = input(\"Enter your name: \")\nprint(f\"Hello, {name}!\")\n```\n\nThis basic program introduces you to printing text and using strings in Python. You can expand it further based on your needs!",
  "thinking": "The user wants me to write a \"Hello World\" application in Python. This is the most basic programming program that prints text to the console. Let me provide a simple, clean implementation with proper formatting.",
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}

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Process information:
NAME          ID              SIZE     PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    13 GB    100% GPU     229376     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 14GiB

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Running model at 237568 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:06:38.724392731Z",
  "response": "Here's a simple \"Hello, World!\" application in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\nTo run this program:\n\n1. Save the code to a file named `hello.py`\n2. Run it using your terminal or command line with:\n   ```bash\n   python hello.py\n   ```\n\n### Output\nWhen executed, the script will display the following message in your console:\n\n```\nHello, World!\n```\n\nThis is the standard first program for any new Python developer. It demonstrates basic syntax and output capability.",
  "thinking": "The user is asking for a \"Hello World\" application in Python. This is one of the most common beginner programming examples. I should provide a simple, clear example that follows best practices for beginners.\n\nI'll write a basic Python script that prints \"Hello, World!\" to the console.",
  "done": true,
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}

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Process information:
NAME          ID              SIZE     PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    13 GB    100% GPU     237568     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 14GiB

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Running model at 245760 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:06:43.680556045Z",
  "response": "A simple \"Hello, World!\" application in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\nTo run this:\n\n1. Save the code to a file, e.g., `hello.py`\n2. Open a terminal or command prompt\n3. Navigate to the directory where you saved the file\n4. Run the program with:\n   ```bash\n   python hello.py\n   ```\n   Or (on macOS):\n   ```bash\n   python3 hello.py\n   ```\n\nOutput:\n```\nHello, World!\n```",
  "thinking": "The user is asking for a simple \"hello world\" application in Python. This is one of the most basic programs ever written, used to demonstrate that a programming environment is set up correctly and can run code.\n\nI'll provide a simple hello world program with the basic output statement.",
  "done": true,
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}

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Process information:
NAME          ID              SIZE     PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    13 GB    100% GPU     245760     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 14GiB

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Running model at 253952 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:06:49.134140432Z",
  "response": "Here's a simple \"Hello, World!\" application written in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\n### How to Run It\n\n1. Save the code to a file, such as `hello.py`.\n2. Open a terminal or command prompt.\n3. Navigate to the directory where you saved the file.\n4. Run it using:\n   ```bash\n   python hello.py\n   ```\n   (or `python3 hello.py`, depending on your system)\n\n### Output\n```\nHello, World!\n```\n\nThat's all there is to a basic Python Hello World program! 🐍",
  "thinking": "This is a very simple request - the user wants me to write a Hello World program in Python. This is the simplest possible Python program and is typically used as an introduction to programming or testing environments.\n\nI should provide:\n1. A clear, basic hello world example\n2. Maybe show how to run it\n3. Keep it simple and helpful\n\nLet me write a standard Hello World in Python.",
  "done": true,
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  "time_to_first_token_ms": 60.53
}

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Process information:
NAME          ID              SIZE     PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    14 GB    100% GPU     253952     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 15GiB

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Running model at 262144 context length...
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{
  "model": "qwen3.5:9b",
  "created_at": "2026-10-15T17:06:54.711430113Z",
  "response": "# Hello World in Python\n\nHere's the simplest way to print \"Hello, World!\" in Python:\n\n```python\nprint(\"Hello, World!\")\n```\n\n## Explanation\n\nThis single line of code uses Python's built-in `print()` function to output text to the console. When you run it, you'll see:\n\n```\nHello, World!\n```\n\n## Alternative Version (Interactive)\n\nIf you want to create a more interactive program, you can add user input:\n\n```python\nprint(\"Hello, World!\")\nname = input(\"What is your name? \")\nprint(f\"Hello, {name}!\")\n```\n\nThis version:\n1. Prints the greeting first\n2. Prompts the user for their name\n3. Displays a personalized message based on the input\n\nChoose whichever version suits your purpose - the basic `print()` statement is perfect for learning or testing purposes!",
  "thinking": "The user is asking me to write a simple \"Hello World\" program in Python. This is a classic introductory programming exercise that prints a greeting message to the console. I'll provide a clear, basic example with the necessary code.",
  "done": true,
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}

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Process information:
NAME          ID              SIZE     PROCESSOR    CONTEXT    RUNNER      UNTIL              
qwen3.5:9b    56671c2ab938    14 GB    100% GPU     262144     llamacpp    4 minutes from now    

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GPU memory usage:
Memory used: 15GiB
